{"episode_id":"crm_00001","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-02-09T04:21:00.000Z","closed_at":"2026-02-09T04:42:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($69k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00001","actor":"rep_25","timestamp":"2026-02-09T04:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00001:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($69k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$69k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00001","actor":"rep_25","timestamp":"2026-02-09T04:32:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00001:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00001\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":177,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00001/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00001\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00001","actor":"rep_25","timestamp":"2026-02-09T04:31:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00001:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00001\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":394,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00001\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00001","actor":"rep_25","timestamp":"2026-02-09T04:39:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00001:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":81,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00001","actor":"rep_25","timestamp":"2026-02-09T04:41:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00001:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($206k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":361,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00001","actor":"rep_25","timestamp":"2026-02-09T05:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00001:05","content":"Salesforce Opportunity #crm_00001 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00001\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":202,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00001\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00001\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00001","actor":"rep_25","timestamp":"2026-02-09T05:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00001:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":267,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00001\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00001","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00001","actor":"rep_25","timestamp":"2026-02-09T04:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00001:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00001)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00001\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":67,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00001\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00002","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-03-30T07:33:00.000Z","closed_at":"2026-03-30T08:08:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($319k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00002","actor":"rep_32","timestamp":"2026-03-30T07:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00002:00","content":"Operational trigger received from salesforce for Meridian Logistics ($319k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":259,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$319k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00002","actor":"rep_32","timestamp":"2026-03-30T07:39:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00002:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00002\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":214,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00002/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00002\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00002","actor":"rep_32","timestamp":"2026-03-30T07:39:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00002:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00002\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":288,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00002\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00002","actor":"rep_32","timestamp":"2026-03-30T07:45:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00002:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":263,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00002","actor":"rep_32","timestamp":"2026-03-30T08:01:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00002:04","content":"Drafted executive opportunity summary for Meridian Logistics ($250k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":237,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00002","actor":"rep_32","timestamp":"2026-03-30T07:58:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00002:05","content":"Salesforce Opportunity #crm_00002 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00002\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":165,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00002\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00002\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00002","actor":"rep_32","timestamp":"2026-03-30T08:09:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00002:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":313,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00002\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00002","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00002","actor":"rep_32","timestamp":"2026-03-30T08:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00002:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00002)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00002\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":141,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00002\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00003","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-01-27T03:43:00.000Z","closed_at":"2026-01-27T04:46:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($210k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00003","actor":"rep_09","timestamp":"2026-01-27T03:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00003:00","content":"Operational trigger received from salesforce for Acme Health Systems ($210k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$210k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00003","actor":"rep_09","timestamp":"2026-01-27T03:48:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00003:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00003\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":173,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00003/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00003\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00003","actor":"rep_09","timestamp":"2026-01-27T03:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00003:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00003\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":269,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00003\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00003","actor":"rep_09","timestamp":"2026-01-27T04:16:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00003:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":139,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00003","actor":"rep_09","timestamp":"2026-01-27T04:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00003:04","content":"Drafted executive opportunity summary for Acme Health Systems ($200k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":305,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00003","actor":"rep_09","timestamp":"2026-01-27T04:28:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00003:05","content":"Salesforce Opportunity #crm_00003 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00003\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":244,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00003\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00003\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00003","actor":"rep_09","timestamp":"2026-01-27T04:37:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00003:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":305,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00003\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00003","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00003","actor":"rep_09","timestamp":"2026-01-27T04:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00003:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00003)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00003\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":151,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00003\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00004","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-03-14T08:32:00.000Z","closed_at":"2026-03-14T09:35:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($305k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00004","actor":"rep_11","timestamp":"2026-03-14T08:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00004:00","content":"Operational trigger received from salesforce for Pinnacle Media ($305k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$305k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00004","actor":"rep_11","timestamp":"2026-03-14T08:40:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00004:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00004\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":304,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00004/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00004\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00004","actor":"rep_11","timestamp":"2026-03-14T08:42:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00004:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00004\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":236,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00004\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00004","actor":"rep_11","timestamp":"2026-03-14T08:59:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00004:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":159,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00004","actor":"rep_11","timestamp":"2026-03-14T08:56:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00004:04","content":"Drafted executive opportunity summary for Pinnacle Media ($200k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":376,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00004","actor":"rep_11","timestamp":"2026-03-14T09:17:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00004:05","content":"Salesforce Opportunity #crm_00004 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00004\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":302,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00004\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00004\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00004","actor":"rep_11","timestamp":"2026-03-14T09:08:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00004:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":282,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00004\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00004","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00004","actor":"rep_11","timestamp":"2026-03-14T09:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00004:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00004)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00004\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":108,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00004\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00005","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-02-25T18:59:00.000Z","closed_at":"2026-02-25T19:27:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($258k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00005","actor":"rep_37","timestamp":"2026-02-25T18:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00005:00","content":"Operational trigger received from salesforce for Catalyst Software ($258k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":128,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$258k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00005","actor":"rep_37","timestamp":"2026-02-25T19:03:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00005:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00005\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":196,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00005/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00005\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00005","actor":"rep_37","timestamp":"2026-02-25T19:17:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00005:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00005\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":324,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00005\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00005","actor":"rep_37","timestamp":"2026-02-25T19:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00005:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":114,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00005","actor":"rep_37","timestamp":"2026-02-25T19:23:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00005:04","content":"Drafted executive opportunity summary for Catalyst Software ($150k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":267,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00005","actor":"rep_37","timestamp":"2026-02-25T19:29:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00005:05","content":"Salesforce Opportunity #crm_00005 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00005\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":303,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00005\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00005\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00005","actor":"rep_37","timestamp":"2026-02-25T19:29:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00005:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":188,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00005\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00005","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00005","actor":"rep_37","timestamp":"2026-02-25T19:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00005:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00005)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00005\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":218,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00005\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00006","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-03-02T18:33:00.000Z","closed_at":"2026-03-02T19:22:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($380k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00006","actor":"rep_31","timestamp":"2026-03-02T18:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00006:00","content":"Operational trigger received from salesforce for NovaBio Labs ($380k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":97,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$380k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00006","actor":"rep_31","timestamp":"2026-03-02T18:40:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00006:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00006\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":351,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00006/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00006\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00006","actor":"rep_31","timestamp":"2026-03-02T18:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00006:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00006\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":217,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00006\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00006","actor":"rep_31","timestamp":"2026-03-02T18:51:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00006:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":101,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00006","actor":"rep_31","timestamp":"2026-03-02T18:57:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00006:04","content":"Drafted executive opportunity summary for NovaBio Labs ($204k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":323,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00006","actor":"rep_31","timestamp":"2026-03-02T19:23:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00006:05","content":"Salesforce Opportunity #crm_00006 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00006\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":274,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00006\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00006\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00006","actor":"rep_31","timestamp":"2026-03-02T19:33:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00006:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":166,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00006\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00006","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00006","actor":"rep_31","timestamp":"2026-03-02T19:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00006:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00006)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00006\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00006\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00007","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-02-21T01:53:00.000Z","closed_at":"2026-02-21T02:42:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($422k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00007","actor":"rep_11","timestamp":"2026-02-21T01:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00007:00","content":"Operational trigger received from salesforce for Vertex Cyber ($422k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$422k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00007","actor":"rep_11","timestamp":"2026-02-21T02:02:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00007:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00007\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":241,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00007/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00007\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00007","actor":"rep_11","timestamp":"2026-02-21T02:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00007:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00007\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":308,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00007\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00007","actor":"rep_11","timestamp":"2026-02-21T02:17:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00007:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":219,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00007","actor":"rep_11","timestamp":"2026-02-21T02:17:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00007:04","content":"Drafted executive opportunity summary for Vertex Cyber ($384k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":310,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00007","actor":"rep_11","timestamp":"2026-02-21T02:38:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00007:05","content":"Salesforce Opportunity #crm_00007 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00007\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":240,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00007\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00007\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00007","actor":"rep_11","timestamp":"2026-02-21T02:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00007:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":197,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00007\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00007","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00007","actor":"rep_11","timestamp":"2026-02-21T02:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00007:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00007)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00007\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00007\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00008","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-02-08T19:58:00.000Z","closed_at":"2026-02-08T20:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($255k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00008","actor":"rep_14","timestamp":"2026-02-08T19:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00008:00","content":"Operational trigger received from salesforce for Pinnacle Media ($255k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":85,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$255k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00008","actor":"rep_14","timestamp":"2026-02-08T20:08:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00008:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00008\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":157,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00008/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00008\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00008","actor":"rep_14","timestamp":"2026-02-08T20:12:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00008:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00008\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":206,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00008\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00008","actor":"rep_14","timestamp":"2026-02-08T20:22:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00008:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":217,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00008","actor":"rep_14","timestamp":"2026-02-08T20:18:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00008:04","content":"Drafted executive opportunity summary for Pinnacle Media ($341k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":308,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00008","actor":"rep_14","timestamp":"2026-02-08T20:18:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00008:05","content":"Salesforce Opportunity #crm_00008 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00008\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":271,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00008\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00008\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00008","actor":"rep_14","timestamp":"2026-02-08T20:28:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00008:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":111,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00008\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00008","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00008","actor":"rep_14","timestamp":"2026-02-08T20:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00008:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00008)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00008\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":146,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00008\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00009","actor":"rep_06","actor_name":"Marcus Vance","company":"Vanguard Financial","opened_at":"2026-02-24T21:13:00.000Z","closed_at":"2026-02-24T22:16:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($388k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00009","actor":"rep_06","timestamp":"2026-02-24T21:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00009:00","content":"Operational trigger received from salesforce for Vanguard Financial ($388k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":113,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$388k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00009","actor":"rep_06","timestamp":"2026-02-24T21:16:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00009:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00009\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":340,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00009/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00009\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00009","actor":"rep_06","timestamp":"2026-02-24T21:35:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00009:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00009\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":371,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00009\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00009","actor":"rep_06","timestamp":"2026-02-24T21:22:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00009:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":277,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00009","actor":"rep_06","timestamp":"2026-02-24T21:29:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00009:04","content":"Drafted executive opportunity summary for Vanguard Financial ($234k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":253,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00009","actor":"rep_06","timestamp":"2026-02-24T21:48:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00009:05","content":"Salesforce Opportunity #crm_00009 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00009\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":184,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00009\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00009\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00009","actor":"rep_06","timestamp":"2026-02-24T21:31:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00009:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":298,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00009\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00009","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00009","actor":"rep_06","timestamp":"2026-02-24T22:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00009:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00009)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00009\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":260,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00009\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00010","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-01-19T07:30:00.000Z","closed_at":"2026-01-19T08:47:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($153k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00010","actor":"rep_09","timestamp":"2026-01-19T07:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00010:00","content":"Operational trigger received from salesforce for Vanguard Financial ($153k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$153k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00010","actor":"rep_09","timestamp":"2026-01-19T07:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00010:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00010\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":176,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00010/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00010\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00010","actor":"rep_09","timestamp":"2026-01-19T07:36:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00010:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00010\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":351,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00010\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00010","actor":"rep_09","timestamp":"2026-01-19T08:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00010:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":155,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00010","actor":"rep_09","timestamp":"2026-01-19T07:54:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00010:04","content":"Drafted executive opportunity summary for Vanguard Financial ($169k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":323,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00010","actor":"rep_09","timestamp":"2026-01-19T08:10:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00010:05","content":"Salesforce Opportunity #crm_00010 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00010\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":209,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00010\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00010\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00010","actor":"rep_09","timestamp":"2026-01-19T08:24:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00010:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":255,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00010\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00010","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00010","actor":"rep_09","timestamp":"2026-01-19T08:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00010:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00010)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00010\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00010\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00011","actor":"rep_11","actor_name":"David Kim","company":"Apex Retail Group","opened_at":"2026-03-31T18:18:00.000Z","closed_at":"2026-03-31T19:28:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($238k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00011","actor":"rep_11","timestamp":"2026-03-31T18:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00011:00","content":"Operational trigger received from salesforce for Apex Retail Group ($238k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":193,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$238k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00011","actor":"rep_11","timestamp":"2026-03-31T18:22:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00011:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00011\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":351,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00011/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00011\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00011","actor":"rep_11","timestamp":"2026-03-31T18:30:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00011:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00011\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":287,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00011\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00011","actor":"rep_11","timestamp":"2026-03-31T18:36:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00011:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":83,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00011","actor":"rep_11","timestamp":"2026-03-31T18:46:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00011:04","content":"Drafted executive opportunity summary for Apex Retail Group ($293k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":218,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00011","actor":"rep_11","timestamp":"2026-03-31T18:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00011:05","content":"Salesforce Opportunity #crm_00011 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00011\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":311,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00011\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00011\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00011","actor":"rep_11","timestamp":"2026-03-31T19:06:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00011:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":140,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00011\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00011","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00011","actor":"rep_11","timestamp":"2026-03-31T19:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00011:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00011)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00011\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":243,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00011\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00012","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-02-28T00:29:00.000Z","closed_at":"2026-02-28T00:57:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($88k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00012","actor":"rep_31","timestamp":"2026-02-28T00:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00012:00","content":"Operational trigger received from salesforce for NovaBio Labs ($88k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$88k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00012","actor":"rep_31","timestamp":"2026-02-28T00:40:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00012:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00012\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":191,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00012/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00012\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00012","actor":"rep_31","timestamp":"2026-02-28T00:41:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00012:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00012\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":282,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00012\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00012","actor":"rep_31","timestamp":"2026-02-28T01:02:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00012:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":101,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00012","actor":"rep_31","timestamp":"2026-02-28T01:01:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00012:04","content":"Drafted executive opportunity summary for NovaBio Labs ($262k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":198,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00012","actor":"rep_31","timestamp":"2026-02-28T01:24:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00012:05","content":"Salesforce Opportunity #crm_00012 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00012\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":279,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00012\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00012\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00012","actor":"rep_31","timestamp":"2026-02-28T01:17:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00012:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":118,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00012\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00012","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00012","actor":"rep_31","timestamp":"2026-02-28T00:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00012:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00012)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00012\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":137,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00012\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00013","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-03-03T19:21:00.000Z","closed_at":"2026-03-03T20:38:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($195k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00013","actor":"rep_01","timestamp":"2026-03-03T19:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00013:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($195k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$195k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00013","actor":"rep_01","timestamp":"2026-03-03T19:27:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00013:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00013\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":198,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00013/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00013\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00013","actor":"rep_01","timestamp":"2026-03-03T19:33:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00013:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00013\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":320,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00013\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00013","actor":"rep_01","timestamp":"2026-03-03T19:48:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00013:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":153,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00013","actor":"rep_01","timestamp":"2026-03-03T19:53:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00013:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($53k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":170,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00013","actor":"rep_01","timestamp":"2026-03-03T20:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00013:05","content":"Salesforce Opportunity #crm_00013 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00013\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":202,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00013\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00013\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00013","actor":"rep_01","timestamp":"2026-03-03T19:39:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00013:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":319,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00013\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00013","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00013","actor":"rep_01","timestamp":"2026-03-03T20:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00013:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00013)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00013\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":247,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00013\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00014","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-02-22T14:25:00.000Z","closed_at":"2026-02-22T15:42:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($393k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00014","actor":"rep_19","timestamp":"2026-02-22T14:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00014:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($393k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":238,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$393k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00014","actor":"rep_19","timestamp":"2026-02-22T14:29:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00014:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00014\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":307,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00014/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00014\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00014","actor":"rep_19","timestamp":"2026-02-22T14:45:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00014:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00014\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":261,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00014\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00014","actor":"rep_19","timestamp":"2026-02-22T14:37:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00014:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":239,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00014","actor":"rep_19","timestamp":"2026-02-22T15:01:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00014:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($218k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":363,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00014","actor":"rep_19","timestamp":"2026-02-22T15:00:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00014:05","content":"Salesforce Opportunity #crm_00014 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00014\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":194,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00014\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00014\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00014","actor":"rep_19","timestamp":"2026-02-22T15:07:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00014:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":92,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00014\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00014","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00014","actor":"rep_19","timestamp":"2026-02-22T15:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00014:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00014)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00014\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":206,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00014\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00015","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-02-20T14:24:00.000Z","closed_at":"2026-02-20T14:59:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($378k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00015","actor":"rep_06","timestamp":"2026-02-20T14:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00015:00","content":"Operational trigger received from salesforce for NovaBio Labs ($378k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":231,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$378k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00015","actor":"rep_06","timestamp":"2026-02-20T14:33:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00015:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00015\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":130,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00015/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00015\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00015","actor":"rep_06","timestamp":"2026-02-20T14:42:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00015:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00015\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":223,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00015\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00015","actor":"rep_06","timestamp":"2026-02-20T14:33:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00015:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":190,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00015","actor":"rep_06","timestamp":"2026-02-20T14:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00015:04","content":"Drafted executive opportunity summary for NovaBio Labs ($436k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":306,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00015","actor":"rep_06","timestamp":"2026-02-20T15:19:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00015:05","content":"Salesforce Opportunity #crm_00015 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00015\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":291,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00015\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00015\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00015","actor":"rep_06","timestamp":"2026-02-20T15:12:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00015:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":99,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00015\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00015","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00015","actor":"rep_06","timestamp":"2026-02-20T14:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00015:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00015)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00015\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":97,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00015\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00016","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-01-21T03:24:00.000Z","closed_at":"2026-01-21T04:06:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($412k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00016","actor":"rep_01","timestamp":"2026-01-21T03:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00016:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($412k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":50,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$412k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00016","actor":"rep_01","timestamp":"2026-01-21T03:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00016:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00016\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":266,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00016/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00016\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00016","actor":"rep_01","timestamp":"2026-01-21T03:30:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00016:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00016\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":268,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00016\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00016","actor":"rep_01","timestamp":"2026-01-21T03:45:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00016:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":117,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00016","actor":"rep_01","timestamp":"2026-01-21T03:44:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00016:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($260k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":353,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00016","actor":"rep_01","timestamp":"2026-01-21T03:39:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00016:05","content":"Salesforce Opportunity #crm_00016 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00016\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":246,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00016\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00016\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00016","actor":"rep_01","timestamp":"2026-01-21T03:54:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00016:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":132,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00016\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00016","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00016","actor":"rep_01","timestamp":"2026-01-21T04:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00016:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00016)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00016\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":108,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00016\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00017","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-03-19T10:35:00.000Z","closed_at":"2026-03-19T10:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($146k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00017","actor":"rep_11","timestamp":"2026-03-19T10:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00017:00","content":"Operational trigger received from salesforce for Meridian Logistics ($146k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":71,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$146k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00017","actor":"rep_11","timestamp":"2026-03-19T10:42:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00017:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00017\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":309,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00017/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00017\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00017","actor":"rep_11","timestamp":"2026-03-19T10:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00017:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00017\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":288,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00017\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00017","actor":"rep_11","timestamp":"2026-03-19T10:53:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00017:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":262,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00017","actor":"rep_11","timestamp":"2026-03-19T11:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00017:04","content":"Drafted executive opportunity summary for Meridian Logistics ($450k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":338,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00017","actor":"rep_11","timestamp":"2026-03-19T11:15:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00017:05","content":"Salesforce Opportunity #crm_00017 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00017\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":241,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00017\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00017\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00017","actor":"rep_11","timestamp":"2026-03-19T10:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00017:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":246,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00017\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00017","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00017","actor":"rep_11","timestamp":"2026-03-19T10:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00017:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00017)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00017\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":89,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00017\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00018","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-01-02T13:51:00.000Z","closed_at":"2026-01-02T14:47:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($414k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00018","actor":"rep_32","timestamp":"2026-01-02T13:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00018:00","content":"Operational trigger received from salesforce for FinTech Global ($414k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":276,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$414k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00018","actor":"rep_32","timestamp":"2026-01-02T13:54:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00018:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00018\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":318,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00018/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00018\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00018","actor":"rep_32","timestamp":"2026-01-02T13:59:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00018:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00018\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":378,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00018\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00018","actor":"rep_32","timestamp":"2026-01-02T14:09:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00018:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":149,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00018","actor":"rep_32","timestamp":"2026-01-02T14:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00018:04","content":"Drafted executive opportunity summary for FinTech Global ($336k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":343,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00018","actor":"rep_32","timestamp":"2026-01-02T14:41:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00018:05","content":"Salesforce Opportunity #crm_00018 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00018\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":196,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00018\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00018\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00018","actor":"rep_32","timestamp":"2026-01-02T14:45:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00018:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":150,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00018\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00018","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00018","actor":"rep_32","timestamp":"2026-01-02T14:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00018:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00018)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00018\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":250,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00018\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00019","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-02-01T15:46:00.000Z","closed_at":"2026-02-01T16:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($287k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00019","actor":"rep_19","timestamp":"2026-02-01T15:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00019:00","content":"Operational trigger received from salesforce for Acme Health Systems ($287k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":113,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$287k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00019","actor":"rep_19","timestamp":"2026-02-01T15:50:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00019:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00019\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":282,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00019/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00019\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00019","actor":"rep_19","timestamp":"2026-02-01T16:00:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00019:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00019\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":277,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00019\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00019","actor":"rep_19","timestamp":"2026-02-01T15:55:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00019:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":165,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00019","actor":"rep_19","timestamp":"2026-02-01T16:30:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00019:04","content":"Drafted executive opportunity summary for Acme Health Systems ($442k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":304,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00019","actor":"rep_19","timestamp":"2026-02-01T16:41:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00019:05","content":"Salesforce Opportunity #crm_00019 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00019\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":207,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00019\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00019\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00019","actor":"rep_19","timestamp":"2026-02-01T16:04:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00019:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":197,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00019\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00019","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00019","actor":"rep_19","timestamp":"2026-02-01T16:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00019:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00019)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00019\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":223,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00019\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00020","actor":"rep_09","actor_name":"Elena Rostova","company":"Nexus AI","opened_at":"2026-03-09T02:51:00.000Z","closed_at":"2026-03-09T03:26:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($183k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00020","actor":"rep_09","timestamp":"2026-03-09T02:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00020:00","content":"Operational trigger received from salesforce for Nexus AI ($183k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":246,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$183k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00020","actor":"rep_09","timestamp":"2026-03-09T02:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00020:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00020\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":303,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00020/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00020\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00020","actor":"rep_09","timestamp":"2026-03-09T03:13:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00020:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00020\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":196,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00020\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00020","actor":"rep_09","timestamp":"2026-03-09T03:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00020:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":252,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00020","actor":"rep_09","timestamp":"2026-03-09T03:03:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00020:04","content":"Drafted executive opportunity summary for Nexus AI ($404k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":219,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00020","actor":"rep_09","timestamp":"2026-03-09T03:31:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00020:05","content":"Salesforce Opportunity #crm_00020 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00020\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":184,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00020\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00020\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00020","actor":"rep_09","timestamp":"2026-03-09T03:15:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00020:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":133,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00020\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00020","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00020","actor":"rep_09","timestamp":"2026-03-09T03:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00020:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00020)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00020\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00020\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00021","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vanguard Financial","opened_at":"2026-03-31T01:53:00.000Z","closed_at":"2026-03-31T02:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($65k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00021","actor":"rep_25","timestamp":"2026-03-31T01:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00021:00","content":"Operational trigger received from salesforce for Vanguard Financial ($65k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":102,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$65k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00021","actor":"rep_25","timestamp":"2026-03-31T01:59:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00021:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00021\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":203,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00021/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00021\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00021","actor":"rep_25","timestamp":"2026-03-31T02:11:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00021:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00021\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":387,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00021\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00021","actor":"rep_25","timestamp":"2026-03-31T02:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00021:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":273,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00021","actor":"rep_25","timestamp":"2026-03-31T02:25:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00021:04","content":"Drafted executive opportunity summary for Vanguard Financial ($220k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":227,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00021","actor":"rep_25","timestamp":"2026-03-31T02:33:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00021:05","content":"Salesforce Opportunity #crm_00021 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00021\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":150,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00021\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00021\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00021","actor":"rep_25","timestamp":"2026-03-31T02:47:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00021:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":154,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00021\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00021","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00021","actor":"rep_25","timestamp":"2026-03-31T02:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00021:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00021)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00021\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":118,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00021\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00022","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-03-31T22:31:00.000Z","closed_at":"2026-03-31T23:20:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($326k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00022","actor":"rep_31","timestamp":"2026-03-31T22:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00022:00","content":"Operational trigger received from salesforce for Vertex Cyber ($326k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":258,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$326k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00022","actor":"rep_31","timestamp":"2026-03-31T22:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00022:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00022\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":135,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00022/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00022\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00022","actor":"rep_31","timestamp":"2026-03-31T22:47:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00022:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00022\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":256,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00022\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00022","actor":"rep_31","timestamp":"2026-03-31T22:55:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00022:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":283,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00022","actor":"rep_31","timestamp":"2026-03-31T22:51:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00022:04","content":"Drafted executive opportunity summary for Vertex Cyber ($331k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":278,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00022","actor":"rep_31","timestamp":"2026-03-31T23:26:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00022:05","content":"Salesforce Opportunity #crm_00022 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00022\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":197,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00022\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00022\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00022","actor":"rep_31","timestamp":"2026-03-31T23:19:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00022:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":161,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00022\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00022","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00022","actor":"rep_31","timestamp":"2026-03-31T23:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00022:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00022)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00022\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":123,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00022\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00023","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-03-06T09:07:00.000Z","closed_at":"2026-03-06T10:24:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($383k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00023","actor":"rep_25","timestamp":"2026-03-06T09:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00023:00","content":"Operational trigger received from salesforce for Sentinel Networks ($383k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$383k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00023","actor":"rep_25","timestamp":"2026-03-06T09:17:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00023:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00023\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":350,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00023/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00023\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00023","actor":"rep_25","timestamp":"2026-03-06T09:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00023:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00023\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":299,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00023\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00023","actor":"rep_25","timestamp":"2026-03-06T09:16:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00023:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":123,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00023","actor":"rep_25","timestamp":"2026-03-06T09:19:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00023:04","content":"Drafted executive opportunity summary for Sentinel Networks ($110k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":234,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00023","actor":"rep_25","timestamp":"2026-03-06T09:52:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00023:05","content":"Salesforce Opportunity #crm_00023 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00023\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":236,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00023\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00023\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00023","actor":"rep_25","timestamp":"2026-03-06T10:01:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00023:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":289,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00023\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00023","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00023","actor":"rep_25","timestamp":"2026-03-06T10:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00023:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00023)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00023\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":172,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00023\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00024","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-02-21T20:30:00.000Z","closed_at":"2026-02-21T21:05:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($284k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00024","actor":"rep_01","timestamp":"2026-02-21T20:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00024:00","content":"Operational trigger received from salesforce for Apex Retail Group ($284k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":145,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$284k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00024","actor":"rep_01","timestamp":"2026-02-21T20:34:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00024:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00024\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":273,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00024/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00024\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00024","actor":"rep_01","timestamp":"2026-02-21T20:46:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00024:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00024\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":180,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00024\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00024","actor":"rep_01","timestamp":"2026-02-21T20:45:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00024:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":129,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00024","actor":"rep_01","timestamp":"2026-02-21T20:50:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00024:04","content":"Drafted executive opportunity summary for Apex Retail Group ($280k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":169,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00024","actor":"rep_01","timestamp":"2026-02-21T21:00:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00024:05","content":"Salesforce Opportunity #crm_00024 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00024\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":122,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00024\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00024\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00024","actor":"rep_01","timestamp":"2026-02-21T20:54:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00024:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":302,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00024\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00024","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00024","actor":"rep_01","timestamp":"2026-02-21T21:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00024:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00024)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00024\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":45,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00024\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00025","actor":"rep_31","actor_name":"Aisha Taylor","company":"Stripe Technologies","opened_at":"2026-01-20T10:41:00.000Z","closed_at":"2026-01-20T11:30:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($354k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00025","actor":"rep_31","timestamp":"2026-01-20T10:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00025:00","content":"Operational trigger received from salesforce for Stripe Technologies ($354k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$354k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00025","actor":"rep_31","timestamp":"2026-01-20T10:45:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00025:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00025\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":213,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00025/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00025\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00025","actor":"rep_31","timestamp":"2026-01-20T11:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00025:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00025\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":174,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00025\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00025","actor":"rep_31","timestamp":"2026-01-20T11:05:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00025:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":66,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00025","actor":"rep_31","timestamp":"2026-01-20T10:53:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00025:04","content":"Drafted executive opportunity summary for Stripe Technologies ($77k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":279,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00025","actor":"rep_31","timestamp":"2026-01-20T11:31:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00025:05","content":"Salesforce Opportunity #crm_00025 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00025\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":179,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00025\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00025\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00025","actor":"rep_31","timestamp":"2026-01-20T10:59:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00025:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":294,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00025\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00025","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00025","actor":"rep_31","timestamp":"2026-01-20T11:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00025:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00025)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00025\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00025\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00026","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-02-27T15:04:00.000Z","closed_at":"2026-02-27T15:32:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($282k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00026","actor":"rep_32","timestamp":"2026-02-27T15:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00026:00","content":"Operational trigger received from salesforce for Vanguard Financial ($282k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":257,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$282k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00026","actor":"rep_32","timestamp":"2026-02-27T15:07:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00026:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00026\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":133,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00026/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00026\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00026","actor":"rep_32","timestamp":"2026-02-27T15:26:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00026:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00026\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":319,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00026\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00026","actor":"rep_32","timestamp":"2026-02-27T15:22:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00026:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":115,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00026","actor":"rep_32","timestamp":"2026-02-27T15:48:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00026:04","content":"Drafted executive opportunity summary for Vanguard Financial ($388k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":292,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00026","actor":"rep_32","timestamp":"2026-02-27T15:44:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00026:05","content":"Salesforce Opportunity #crm_00026 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00026\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":324,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00026\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00026\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00026","actor":"rep_32","timestamp":"2026-02-27T15:34:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00026:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":307,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00026\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00026","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00026","actor":"rep_32","timestamp":"2026-02-27T15:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00026:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00026)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00026\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00026\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00027","actor":"rep_11","actor_name":"David Kim","company":"Nexus AI","opened_at":"2026-01-17T21:13:00.000Z","closed_at":"2026-01-17T22:30:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($390k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00027","actor":"rep_11","timestamp":"2026-01-17T21:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00027:00","content":"Operational trigger received from salesforce for Nexus AI ($390k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$390k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00027","actor":"rep_11","timestamp":"2026-01-17T21:24:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00027:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00027\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":257,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00027/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00027\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00027","actor":"rep_11","timestamp":"2026-01-17T21:21:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00027:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00027\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":342,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00027\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00027","actor":"rep_11","timestamp":"2026-01-17T21:28:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00027:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":94,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00027","actor":"rep_11","timestamp":"2026-01-17T21:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00027:04","content":"Drafted executive opportunity summary for Nexus AI ($352k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":265,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00027","actor":"rep_11","timestamp":"2026-01-17T21:28:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00027:05","content":"Salesforce Opportunity #crm_00027 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00027\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":166,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00027\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00027\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00027","actor":"rep_11","timestamp":"2026-01-17T21:49:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00027:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":116,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00027\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00027","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00027","actor":"rep_11","timestamp":"2026-01-17T22:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00027:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00027)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00027\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":182,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00027\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00028","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-02-23T14:21:00.000Z","closed_at":"2026-02-23T15:38:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($228k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00028","actor":"rep_09","timestamp":"2026-02-23T14:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00028:00","content":"Operational trigger received from salesforce for Vanguard Financial ($228k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":240,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$228k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00028","actor":"rep_09","timestamp":"2026-02-23T14:29:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00028:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00028\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":360,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00028/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00028\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00028","actor":"rep_09","timestamp":"2026-02-23T14:33:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00028:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00028\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":264,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00028\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00028","actor":"rep_09","timestamp":"2026-02-23T14:48:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00028:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":271,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00028","actor":"rep_09","timestamp":"2026-02-23T14:53:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00028:04","content":"Drafted executive opportunity summary for Vanguard Financial ($268k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":265,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00028","actor":"rep_09","timestamp":"2026-02-23T15:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00028:05","content":"Salesforce Opportunity #crm_00028 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00028\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":197,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00028\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00028\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00028","actor":"rep_09","timestamp":"2026-02-23T15:21:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00028:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":167,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00028\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00028","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00028","actor":"rep_09","timestamp":"2026-02-23T15:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00028:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00028)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00028\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00028\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00029","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-01-24T10:24:00.000Z","closed_at":"2026-01-24T11:20:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($192k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00029","actor":"rep_14","timestamp":"2026-01-24T10:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00029:00","content":"Operational trigger received from salesforce for Pinnacle Media ($192k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":170,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$192k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00029","actor":"rep_14","timestamp":"2026-01-24T10:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00029:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00029\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":311,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00029/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00029\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00029","actor":"rep_14","timestamp":"2026-01-24T10:40:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00029:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00029\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":354,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00029\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00029","actor":"rep_14","timestamp":"2026-01-24T10:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00029:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":241,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00029","actor":"rep_14","timestamp":"2026-01-24T10:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00029:04","content":"Drafted executive opportunity summary for Pinnacle Media ($115k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":350,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00029","actor":"rep_14","timestamp":"2026-01-24T10:59:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00029:05","content":"Salesforce Opportunity #crm_00029 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00029\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":292,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00029\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00029\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00029","actor":"rep_14","timestamp":"2026-01-24T11:00:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00029:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":276,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00029\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00029","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00029","actor":"rep_14","timestamp":"2026-01-24T11:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00029:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00029)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00029\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":68,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00029\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00030","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-02-01T09:59:00.000Z","closed_at":"2026-02-01T10:20:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($55k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00030","actor":"rep_11","timestamp":"2026-02-01T09:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00030:00","content":"Operational trigger received from salesforce for Acme Health Systems ($55k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":265,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$55k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00030","actor":"rep_11","timestamp":"2026-02-01T10:10:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00030:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00030\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":199,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00030/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00030\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00030","actor":"rep_11","timestamp":"2026-02-01T10:21:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00030:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00030\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":312,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00030\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00030","actor":"rep_11","timestamp":"2026-02-01T10:11:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00030:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":184,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00030","actor":"rep_11","timestamp":"2026-02-01T10:11:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00030:04","content":"Drafted executive opportunity summary for Acme Health Systems ($76k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":338,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00030","actor":"rep_11","timestamp":"2026-02-01T10:29:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00030:05","content":"Salesforce Opportunity #crm_00030 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00030\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":108,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00030\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00030\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00030","actor":"rep_11","timestamp":"2026-02-01T10:47:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00030:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":191,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00030\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00030","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00030","actor":"rep_11","timestamp":"2026-02-01T10:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00030:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00030)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00030\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00030\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00031","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-01-13T04:13:00.000Z","closed_at":"2026-01-13T04:55:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($221k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00031","actor":"rep_19","timestamp":"2026-01-13T04:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00031:00","content":"Operational trigger received from salesforce for Pinnacle Media ($221k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":155,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$221k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00031","actor":"rep_19","timestamp":"2026-01-13T04:21:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00031:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00031\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":239,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00031/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00031\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00031","actor":"rep_19","timestamp":"2026-01-13T04:33:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00031:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00031\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":237,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00031\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00031","actor":"rep_19","timestamp":"2026-01-13T04:28:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00031:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":175,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00031","actor":"rep_19","timestamp":"2026-01-13T04:33:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00031:04","content":"Drafted executive opportunity summary for Pinnacle Media ($451k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":334,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00031","actor":"rep_19","timestamp":"2026-01-13T04:43:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00031:05","content":"Salesforce Opportunity #crm_00031 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00031\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":262,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00031\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00031\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00031","actor":"rep_19","timestamp":"2026-01-13T05:13:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00031:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":205,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00031\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00031","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00031","actor":"rep_19","timestamp":"2026-01-13T04:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00031:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00031)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00031\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00031\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00032","actor":"rep_09","actor_name":"Elena Rostova","company":"Meridian Logistics","opened_at":"2026-03-29T09:22:00.000Z","closed_at":"2026-03-29T10:04:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($299k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00032","actor":"rep_09","timestamp":"2026-03-29T09:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00032:00","content":"Operational trigger received from salesforce for Meridian Logistics ($299k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":97,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$299k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00032","actor":"rep_09","timestamp":"2026-03-29T09:33:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00032:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00032\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":220,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00032/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00032\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00032","actor":"rep_09","timestamp":"2026-03-29T09:44:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00032:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00032\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":291,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00032\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00032","actor":"rep_09","timestamp":"2026-03-29T09:40:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00032:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":81,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00032","actor":"rep_09","timestamp":"2026-03-29T09:50:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00032:04","content":"Drafted executive opportunity summary for Meridian Logistics ($206k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":188,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00032","actor":"rep_09","timestamp":"2026-03-29T10:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00032:05","content":"Salesforce Opportunity #crm_00032 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00032\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":302,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00032\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00032\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00032","actor":"rep_09","timestamp":"2026-03-29T10:22:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00032:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":210,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00032\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00032","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00032","actor":"rep_09","timestamp":"2026-03-29T10:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00032:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00032)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00032\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":207,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00032\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00033","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-03-02T11:20:00.000Z","closed_at":"2026-03-02T12:37:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($59k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00033","actor":"rep_11","timestamp":"2026-03-02T11:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00033:00","content":"Operational trigger received from salesforce for Vanguard Financial ($59k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":145,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$59k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00033","actor":"rep_11","timestamp":"2026-03-02T11:25:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00033:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00033\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":160,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00033/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00033\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00033","actor":"rep_11","timestamp":"2026-03-02T11:32:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00033:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00033\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":231,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00033\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00033","actor":"rep_11","timestamp":"2026-03-02T11:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00033:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":232,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00033","actor":"rep_11","timestamp":"2026-03-02T11:44:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00033:04","content":"Drafted executive opportunity summary for Vanguard Financial ($453k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":287,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00033","actor":"rep_11","timestamp":"2026-03-02T11:55:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00033:05","content":"Salesforce Opportunity #crm_00033 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00033\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":147,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00033\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00033\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00033","actor":"rep_11","timestamp":"2026-03-02T11:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00033:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":107,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00033\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00033","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00033","actor":"rep_11","timestamp":"2026-03-02T12:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00033:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00033)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00033\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":167,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00033\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00034","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-01-05T02:37:00.000Z","closed_at":"2026-01-05T03:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($459k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00034","actor":"rep_20","timestamp":"2026-01-05T02:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00034:00","content":"Operational trigger received from salesforce for Sentinel Networks ($459k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":48,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$459k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00034","actor":"rep_20","timestamp":"2026-01-05T02:47:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00034:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00034\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":319,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00034/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00034\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00034","actor":"rep_20","timestamp":"2026-01-05T02:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00034:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00034\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":306,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00034\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00034","actor":"rep_20","timestamp":"2026-01-05T02:58:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00034:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":232,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00034","actor":"rep_20","timestamp":"2026-01-05T03:17:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00034:04","content":"Drafted executive opportunity summary for Sentinel Networks ($221k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":248,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00034","actor":"rep_20","timestamp":"2026-01-05T03:12:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00034:05","content":"Salesforce Opportunity #crm_00034 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00034\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":254,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00034\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00034\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00034","actor":"rep_20","timestamp":"2026-01-05T03:25:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00034:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":222,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00034\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00034","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00034","actor":"rep_20","timestamp":"2026-01-05T03:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00034:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00034)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00034\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":146,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00034\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00035","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-03-04T08:17:00.000Z","closed_at":"2026-03-04T08:52:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($196k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00035","actor":"rep_06","timestamp":"2026-03-04T08:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00035:00","content":"Operational trigger received from salesforce for Catalyst Software ($196k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":144,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$196k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00035","actor":"rep_06","timestamp":"2026-03-04T08:23:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00035:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00035\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":235,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00035/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00035\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00035","actor":"rep_06","timestamp":"2026-03-04T08:31:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00035:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00035\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":387,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00035\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00035","actor":"rep_06","timestamp":"2026-03-04T08:41:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00035:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":175,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00035","actor":"rep_06","timestamp":"2026-03-04T08:53:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00035:04","content":"Drafted executive opportunity summary for Catalyst Software ($429k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":193,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00035","actor":"rep_06","timestamp":"2026-03-04T09:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00035:05","content":"Salesforce Opportunity #crm_00035 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00035\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":292,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00035\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00035\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00035","actor":"rep_06","timestamp":"2026-03-04T08:41:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00035:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":122,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00035\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00035","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00035","actor":"rep_06","timestamp":"2026-03-04T08:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00035:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00035)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00035\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":157,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00035\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00036","actor":"rep_37","actor_name":"Sophia Zhang","company":"Pinnacle Media","opened_at":"2026-02-22T11:26:00.000Z","closed_at":"2026-02-22T12:08:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($46k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00036","actor":"rep_37","timestamp":"2026-02-22T11:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00036:00","content":"Operational trigger received from salesforce for Pinnacle Media ($46k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":277,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$46k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00036","actor":"rep_37","timestamp":"2026-02-22T11:30:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00036:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00036\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":166,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00036/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00036\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00036","actor":"rep_37","timestamp":"2026-02-22T11:32:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00036:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00036\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":364,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00036\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00036","actor":"rep_37","timestamp":"2026-02-22T11:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00036:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":107,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00036","actor":"rep_37","timestamp":"2026-02-22T12:10:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00036:04","content":"Drafted executive opportunity summary for Pinnacle Media ($404k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":294,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00036","actor":"rep_37","timestamp":"2026-02-22T12:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00036:05","content":"Salesforce Opportunity #crm_00036 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00036\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":251,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00036\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00036\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00036","actor":"rep_37","timestamp":"2026-02-22T11:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00036:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":94,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00036\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00036","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00036","actor":"rep_37","timestamp":"2026-02-22T12:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00036:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00036)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00036\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00036\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00037","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-02-19T21:05:00.000Z","closed_at":"2026-02-19T22:01:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($367k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00037","actor":"rep_37","timestamp":"2026-02-19T21:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00037:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($367k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":131,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$367k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00037","actor":"rep_37","timestamp":"2026-02-19T21:14:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00037:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00037\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":322,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00037/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00037\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00037","actor":"rep_37","timestamp":"2026-02-19T21:17:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00037:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00037\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":342,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00037\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00037","actor":"rep_37","timestamp":"2026-02-19T21:38:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00037:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":161,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00037","actor":"rep_37","timestamp":"2026-02-19T21:25:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00037:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($207k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":267,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00037","actor":"rep_37","timestamp":"2026-02-19T21:35:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00037:05","content":"Salesforce Opportunity #crm_00037 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00037\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":324,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00037\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00037\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00037","actor":"rep_37","timestamp":"2026-02-19T22:11:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00037:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":312,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00037\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00037","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00037","actor":"rep_37","timestamp":"2026-02-19T22:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00037:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00037)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00037\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":204,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00037\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00038","actor":"rep_20","actor_name":"Maya Patel","company":"Pinnacle Media","opened_at":"2026-01-08T08:57:00.000Z","closed_at":"2026-01-08T10:00:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($117k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00038","actor":"rep_20","timestamp":"2026-01-08T08:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00038:00","content":"Operational trigger received from salesforce for Pinnacle Media ($117k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":80,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$117k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00038","actor":"rep_20","timestamp":"2026-01-08T09:01:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00038:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00038\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":252,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00038/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00038\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00038","actor":"rep_20","timestamp":"2026-01-08T09:11:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00038:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00038\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":344,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00038\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00038","actor":"rep_20","timestamp":"2026-01-08T09:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00038:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":152,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00038","actor":"rep_20","timestamp":"2026-01-08T09:33:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00038:04","content":"Drafted executive opportunity summary for Pinnacle Media ($281k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":199,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00038","actor":"rep_20","timestamp":"2026-01-08T09:37:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00038:05","content":"Salesforce Opportunity #crm_00038 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00038\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":332,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00038\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00038\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00038","actor":"rep_20","timestamp":"2026-01-08T09:51:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00038:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":293,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00038\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00038","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00038","actor":"rep_20","timestamp":"2026-01-08T10:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00038:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00038)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00038\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00038\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00039","actor":"rep_19","actor_name":"James Wilson","company":"Vanguard Financial","opened_at":"2026-01-03T05:29:00.000Z","closed_at":"2026-01-03T06:39:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($84k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00039","actor":"rep_19","timestamp":"2026-01-03T05:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00039:00","content":"Operational trigger received from salesforce for Vanguard Financial ($84k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$84k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00039","actor":"rep_19","timestamp":"2026-01-03T05:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00039:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00039\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":233,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00039/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00039\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00039","actor":"rep_19","timestamp":"2026-01-03T05:37:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00039:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00039\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":356,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00039\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00039","actor":"rep_19","timestamp":"2026-01-03T05:38:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00039:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":130,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00039","actor":"rep_19","timestamp":"2026-01-03T06:13:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00039:04","content":"Drafted executive opportunity summary for Vanguard Financial ($393k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":194,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00039","actor":"rep_19","timestamp":"2026-01-03T05:54:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00039:05","content":"Salesforce Opportunity #crm_00039 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00039\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":323,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00039\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00039\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00039","actor":"rep_19","timestamp":"2026-01-03T05:47:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00039:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":292,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00039\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00039","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00039","actor":"rep_19","timestamp":"2026-01-03T06:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00039:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00039)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00039\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00039\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00040","actor":"rep_11","actor_name":"David Kim","company":"Stripe Technologies","opened_at":"2026-02-03T15:53:00.000Z","closed_at":"2026-02-03T16:28:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($250k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00040","actor":"rep_11","timestamp":"2026-02-03T15:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00040:00","content":"Operational trigger received from salesforce for Stripe Technologies ($250k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$250k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00040","actor":"rep_11","timestamp":"2026-02-03T16:02:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00040:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00040\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":345,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00040/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00040\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00040","actor":"rep_11","timestamp":"2026-02-03T16:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00040:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00040\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":188,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00040\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00040","actor":"rep_11","timestamp":"2026-02-03T16:23:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00040:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":102,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00040","actor":"rep_11","timestamp":"2026-02-03T16:09:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00040:04","content":"Drafted executive opportunity summary for Stripe Technologies ($429k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":341,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00040","actor":"rep_11","timestamp":"2026-02-03T16:18:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00040:05","content":"Salesforce Opportunity #crm_00040 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00040\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":151,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00040\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00040\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00040","actor":"rep_11","timestamp":"2026-02-03T16:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00040:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":320,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00040\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00040","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00040","actor":"rep_11","timestamp":"2026-02-03T16:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00040:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00040)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00040\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":141,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00040\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00041","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-01-27T14:06:00.000Z","closed_at":"2026-01-27T14:41:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($433k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00041","actor":"rep_14","timestamp":"2026-01-27T14:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00041:00","content":"Operational trigger received from salesforce for CloudScale Data ($433k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":62,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$433k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00041","actor":"rep_14","timestamp":"2026-01-27T14:15:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00041:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00041\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":129,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00041/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00041\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00041","actor":"rep_14","timestamp":"2026-01-27T14:12:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00041:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00041\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":183,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00041\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00041","actor":"rep_14","timestamp":"2026-01-27T14:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00041:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":278,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00041","actor":"rep_14","timestamp":"2026-01-27T14:46:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00041:04","content":"Drafted executive opportunity summary for CloudScale Data ($179k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":357,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00041","actor":"rep_14","timestamp":"2026-01-27T14:31:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00041:05","content":"Salesforce Opportunity #crm_00041 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00041\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":127,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00041\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00041\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00041","actor":"rep_14","timestamp":"2026-01-27T14:30:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00041:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":108,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00041\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00041","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00041","actor":"rep_14","timestamp":"2026-01-27T14:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00041:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00041)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00041\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":278,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00041\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00042","actor":"rep_20","actor_name":"Maya Patel","company":"Beacon Energy","opened_at":"2026-01-12T04:13:00.000Z","closed_at":"2026-01-12T04:55:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($207k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00042","actor":"rep_20","timestamp":"2026-01-12T04:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00042:00","content":"Operational trigger received from salesforce for Beacon Energy ($207k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$207k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00042","actor":"rep_20","timestamp":"2026-01-12T04:16:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00042:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00042\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":270,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00042/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00042\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00042","actor":"rep_20","timestamp":"2026-01-12T04:31:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00042:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00042\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":382,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00042\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00042","actor":"rep_20","timestamp":"2026-01-12T04:22:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00042:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":261,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00042","actor":"rep_20","timestamp":"2026-01-12T04:41:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00042:04","content":"Drafted executive opportunity summary for Beacon Energy ($288k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":229,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00042","actor":"rep_20","timestamp":"2026-01-12T05:08:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00042:05","content":"Salesforce Opportunity #crm_00042 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00042\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":203,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00042\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00042\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00042","actor":"rep_20","timestamp":"2026-01-12T04:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00042:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":116,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00042\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00042","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00042","actor":"rep_20","timestamp":"2026-01-12T04:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00042:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00042)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00042\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":203,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00042\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00043","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-03-10T19:09:00.000Z","closed_at":"2026-03-10T19:37:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($217k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00043","actor":"rep_09","timestamp":"2026-03-10T19:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00043:00","content":"Operational trigger received from salesforce for Pinnacle Media ($217k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":53,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$217k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00043","actor":"rep_09","timestamp":"2026-03-10T19:20:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00043:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00043\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":244,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00043/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00043\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00043","actor":"rep_09","timestamp":"2026-03-10T19:25:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00043:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00043\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":402,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00043\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00043","actor":"rep_09","timestamp":"2026-03-10T19:42:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00043:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":63,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00043","actor":"rep_09","timestamp":"2026-03-10T19:45:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00043:04","content":"Drafted executive opportunity summary for Pinnacle Media ($176k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":349,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00043","actor":"rep_09","timestamp":"2026-03-10T19:59:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00043:05","content":"Salesforce Opportunity #crm_00043 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00043\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":324,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00043\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00043\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00043","actor":"rep_09","timestamp":"2026-03-10T20:09:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00043:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":127,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00043\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00043","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00043","actor":"rep_09","timestamp":"2026-03-10T19:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00043:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00043)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00043\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":96,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00043\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00044","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-03-21T16:59:00.000Z","closed_at":"2026-03-21T17:27:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($346k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00044","actor":"rep_37","timestamp":"2026-03-21T16:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00044:00","content":"Operational trigger received from salesforce for NovaBio Labs ($346k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":134,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$346k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00044","actor":"rep_37","timestamp":"2026-03-21T17:05:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00044:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00044\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":280,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00044/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00044\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00044","actor":"rep_37","timestamp":"2026-03-21T17:05:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00044:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00044\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":404,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00044\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00044","actor":"rep_37","timestamp":"2026-03-21T17:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00044:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":255,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00044","actor":"rep_37","timestamp":"2026-03-21T17:23:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00044:04","content":"Drafted executive opportunity summary for NovaBio Labs ($339k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":202,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00044","actor":"rep_37","timestamp":"2026-03-21T17:54:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00044:05","content":"Salesforce Opportunity #crm_00044 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00044\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":116,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00044\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00044\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00044","actor":"rep_37","timestamp":"2026-03-21T17:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00044:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":254,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00044\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00044","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00044","actor":"rep_37","timestamp":"2026-03-21T17:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00044:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00044)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00044\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00044\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00045","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-02-13T08:02:00.000Z","closed_at":"2026-02-13T08:37:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($98k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00045","actor":"rep_31","timestamp":"2026-02-13T08:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00045:00","content":"Operational trigger received from salesforce for NovaBio Labs ($98k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":271,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$98k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00045","actor":"rep_31","timestamp":"2026-02-13T08:13:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00045:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00045\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":230,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00045/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00045\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00045","actor":"rep_31","timestamp":"2026-02-13T08:14:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00045:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00045\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":366,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00045\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00045","actor":"rep_31","timestamp":"2026-02-13T08:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00045:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":89,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00045","actor":"rep_31","timestamp":"2026-02-13T08:46:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00045:04","content":"Drafted executive opportunity summary for NovaBio Labs ($106k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":329,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00045","actor":"rep_31","timestamp":"2026-02-13T08:17:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00045:05","content":"Salesforce Opportunity #crm_00045 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00045\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":270,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00045\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00045\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00045","actor":"rep_31","timestamp":"2026-02-13T08:38:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00045:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":185,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00045\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00045","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00045","actor":"rep_31","timestamp":"2026-02-13T08:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00045:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00045)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00045\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":92,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00045\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00046","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-03-01T23:12:00.000Z","closed_at":"2026-03-02T00:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($193k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00046","actor":"rep_06","timestamp":"2026-03-01T23:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00046:00","content":"Operational trigger received from salesforce for Apex Retail Group ($193k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":60,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$193k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00046","actor":"rep_06","timestamp":"2026-03-01T23:21:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00046:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00046\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":319,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00046/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00046\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00046","actor":"rep_06","timestamp":"2026-03-01T23:20:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00046:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00046\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":230,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00046\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00046","actor":"rep_06","timestamp":"2026-03-01T23:45:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00046:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":62,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00046","actor":"rep_06","timestamp":"2026-03-01T23:40:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00046:04","content":"Drafted executive opportunity summary for Apex Retail Group ($94k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":223,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00046","actor":"rep_06","timestamp":"2026-03-01T23:32:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00046:05","content":"Salesforce Opportunity #crm_00046 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00046\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":340,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00046\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00046\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00046","actor":"rep_06","timestamp":"2026-03-01T23:42:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00046:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":250,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00046\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00046","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00046","actor":"rep_06","timestamp":"2026-03-02T00:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00046:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00046)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00046\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":129,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00046\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00047","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-01-28T20:58:00.000Z","closed_at":"2026-01-28T21:40:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($291k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00047","actor":"rep_09","timestamp":"2026-01-28T20:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00047:00","content":"Operational trigger received from salesforce for Beacon Energy ($291k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":180,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$291k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00047","actor":"rep_09","timestamp":"2026-01-28T21:06:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00047:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00047\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":222,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00047/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00047\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00047","actor":"rep_09","timestamp":"2026-01-28T21:20:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00047:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00047\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":199,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00047\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00047","actor":"rep_09","timestamp":"2026-01-28T21:28:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00047:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":283,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00047","actor":"rep_09","timestamp":"2026-01-28T21:18:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00047:04","content":"Drafted executive opportunity summary for Beacon Energy ($434k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":146,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00047","actor":"rep_09","timestamp":"2026-01-28T21:28:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00047:05","content":"Salesforce Opportunity #crm_00047 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00047\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":194,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00047\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00047\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00047","actor":"rep_09","timestamp":"2026-01-28T22:04:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00047:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":296,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00047\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00047","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00047","actor":"rep_09","timestamp":"2026-01-28T21:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00047:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00047)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00047\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00047\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00048","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-03-21T21:57:00.000Z","closed_at":"2026-03-21T22:18:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($273k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00048","actor":"rep_25","timestamp":"2026-03-21T21:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00048:00","content":"Operational trigger received from salesforce for Sentinel Networks ($273k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$273k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00048","actor":"rep_25","timestamp":"2026-03-21T22:00:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00048:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00048\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":246,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00048/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00048\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00048","actor":"rep_25","timestamp":"2026-03-21T22:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00048:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00048\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":334,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00048\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00048","actor":"rep_25","timestamp":"2026-03-21T22:12:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00048:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":95,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00048","actor":"rep_25","timestamp":"2026-03-21T22:13:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00048:04","content":"Drafted executive opportunity summary for Sentinel Networks ($343k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":303,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00048","actor":"rep_25","timestamp":"2026-03-21T22:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00048:05","content":"Salesforce Opportunity #crm_00048 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00048\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":297,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00048\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00048\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00048","actor":"rep_25","timestamp":"2026-03-21T22:39:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00048:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":129,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00048\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00048","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00048","actor":"rep_25","timestamp":"2026-03-21T22:18:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00048:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00048)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00048\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":95,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00048\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00049","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-01-29T03:31:00.000Z","closed_at":"2026-01-29T04:34:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($399k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00049","actor":"rep_01","timestamp":"2026-01-29T03:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00049:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($399k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":192,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$399k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00049","actor":"rep_01","timestamp":"2026-01-29T03:40:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00049:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00049\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":183,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00049/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00049\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00049","actor":"rep_01","timestamp":"2026-01-29T03:47:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00049:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00049\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":376,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00049\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00049","actor":"rep_01","timestamp":"2026-01-29T03:52:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00049:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":84,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00049","actor":"rep_01","timestamp":"2026-01-29T03:59:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00049:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($324k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":229,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00049","actor":"rep_01","timestamp":"2026-01-29T03:46:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00049:05","content":"Salesforce Opportunity #crm_00049 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00049\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":208,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00049\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00049\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00049","actor":"rep_01","timestamp":"2026-01-29T04:01:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00049:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":304,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00049\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00049","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00049","actor":"rep_01","timestamp":"2026-01-29T04:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00049:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00049)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00049\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":143,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00049\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00050","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-02-11T01:51:00.000Z","closed_at":"2026-02-11T02:47:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($262k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00050","actor":"rep_32","timestamp":"2026-02-11T01:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00050:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($262k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$262k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00050","actor":"rep_32","timestamp":"2026-02-11T01:57:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00050:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00050\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":168,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00050/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00050\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00050","actor":"rep_32","timestamp":"2026-02-11T02:03:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00050:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00050\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":330,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00050\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00050","actor":"rep_32","timestamp":"2026-02-11T02:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00050:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":196,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00050","actor":"rep_32","timestamp":"2026-02-11T02:15:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00050:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($50k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":179,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00050","actor":"rep_32","timestamp":"2026-02-11T02:11:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00050:05","content":"Salesforce Opportunity #crm_00050 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00050\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":299,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00050\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00050\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00050","actor":"rep_32","timestamp":"2026-02-11T02:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00050:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":192,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00050\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00050","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00050","actor":"rep_32","timestamp":"2026-02-11T02:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00050:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00050)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00050\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00050\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00051","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-02-24T02:23:00.000Z","closed_at":"2026-02-24T02:58:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($399k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00051","actor":"rep_37","timestamp":"2026-02-24T02:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00051:00","content":"Operational trigger received from salesforce for CloudScale Data ($399k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":54,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$399k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00051","actor":"rep_37","timestamp":"2026-02-24T02:31:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00051:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00051\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":132,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00051/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00051\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00051","actor":"rep_37","timestamp":"2026-02-24T02:29:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00051:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00051\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":288,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00051\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00051","actor":"rep_37","timestamp":"2026-02-24T02:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00051:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":110,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00051","actor":"rep_37","timestamp":"2026-02-24T02:59:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00051:04","content":"Drafted executive opportunity summary for CloudScale Data ($82k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":362,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00051","actor":"rep_37","timestamp":"2026-02-24T03:08:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00051:05","content":"Salesforce Opportunity #crm_00051 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00051\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":275,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00051\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00051\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00051","actor":"rep_37","timestamp":"2026-02-24T03:17:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00051:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":235,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00051\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00051","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00051","actor":"rep_37","timestamp":"2026-02-24T02:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00051:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00051)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00051\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00051\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00052","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-03-03T22:13:00.000Z","closed_at":"2026-03-03T23:30:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($135k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00052","actor":"rep_14","timestamp":"2026-03-03T22:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00052:00","content":"Operational trigger received from salesforce for Apex Retail Group ($135k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$135k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00052","actor":"rep_14","timestamp":"2026-03-03T22:19:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00052:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00052\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":139,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00052/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00052\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00052","actor":"rep_14","timestamp":"2026-03-03T22:33:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00052:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00052\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":245,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00052\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00052","actor":"rep_14","timestamp":"2026-03-03T22:31:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00052:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":210,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00052","actor":"rep_14","timestamp":"2026-03-03T22:45:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00052:04","content":"Drafted executive opportunity summary for Apex Retail Group ($309k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":353,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00052","actor":"rep_14","timestamp":"2026-03-03T22:28:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00052:05","content":"Salesforce Opportunity #crm_00052 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00052\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":296,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00052\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00052\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00052","actor":"rep_14","timestamp":"2026-03-03T22:55:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00052:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":232,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00052\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00052","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00052","actor":"rep_14","timestamp":"2026-03-03T23:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00052:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00052)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00052\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00052\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00053","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-01-12T03:29:00.000Z","closed_at":"2026-01-12T04:32:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($288k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00053","actor":"rep_19","timestamp":"2026-01-12T03:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00053:00","content":"Operational trigger received from salesforce for Stripe Technologies ($288k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$288k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00053","actor":"rep_19","timestamp":"2026-01-12T03:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00053:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00053\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":184,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00053/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00053\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00053","actor":"rep_19","timestamp":"2026-01-12T03:35:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00053:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00053\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":323,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00053\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00053","actor":"rep_19","timestamp":"2026-01-12T03:56:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00053:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":132,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00053","actor":"rep_19","timestamp":"2026-01-12T03:49:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00053:04","content":"Drafted executive opportunity summary for Stripe Technologies ($343k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":227,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00053","actor":"rep_19","timestamp":"2026-01-12T04:09:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00053:05","content":"Salesforce Opportunity #crm_00053 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00053\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":169,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00053\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00053\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00053","actor":"rep_19","timestamp":"2026-01-12T04:29:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00053:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":273,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00053\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00053","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00053","actor":"rep_19","timestamp":"2026-01-12T04:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00053:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00053)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00053\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":248,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00053\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00054","actor":"rep_31","actor_name":"Aisha Taylor","company":"OmniChannel Inc","opened_at":"2026-01-09T05:01:00.000Z","closed_at":"2026-01-09T05:22:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($137k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00054","actor":"rep_31","timestamp":"2026-01-09T05:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00054:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($137k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":74,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$137k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00054","actor":"rep_31","timestamp":"2026-01-09T05:05:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00054:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00054\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":215,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00054/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00054\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00054","actor":"rep_31","timestamp":"2026-01-09T05:09:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00054:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00054\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":201,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00054\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00054","actor":"rep_31","timestamp":"2026-01-09T05:25:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00054:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":101,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00054","actor":"rep_31","timestamp":"2026-01-09T05:25:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00054:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($174k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":319,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00054","actor":"rep_31","timestamp":"2026-01-09T05:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00054:05","content":"Salesforce Opportunity #crm_00054 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00054\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":211,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00054\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00054\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00054","actor":"rep_31","timestamp":"2026-01-09T06:01:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00054:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":324,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00054\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00054","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00054","actor":"rep_31","timestamp":"2026-01-09T05:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00054:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00054)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00054\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00054\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00055","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-01-17T23:31:00.000Z","closed_at":"2026-01-18T00:34:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($206k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00055","actor":"rep_19","timestamp":"2026-01-17T23:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00055:00","content":"Operational trigger received from salesforce for Acme Health Systems ($206k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":57,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$206k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00055","actor":"rep_19","timestamp":"2026-01-17T23:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00055:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00055\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":316,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00055/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00055\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00055","actor":"rep_19","timestamp":"2026-01-17T23:53:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00055:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00055\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":336,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00055\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00055","actor":"rep_19","timestamp":"2026-01-17T23:46:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00055:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":143,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00055","actor":"rep_19","timestamp":"2026-01-18T00:11:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00055:04","content":"Drafted executive opportunity summary for Acme Health Systems ($112k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":347,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00055","actor":"rep_19","timestamp":"2026-01-18T00:01:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00055:05","content":"Salesforce Opportunity #crm_00055 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00055\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":318,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00055\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00055\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00055","actor":"rep_19","timestamp":"2026-01-17T23:49:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00055:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":301,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00055\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00055","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00055","actor":"rep_19","timestamp":"2026-01-18T00:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00055:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00055)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00055\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":182,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00055\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00056","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-03-16T09:00:00.000Z","closed_at":"2026-03-16T10:17:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($424k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00056","actor":"rep_09","timestamp":"2026-03-16T09:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00056:00","content":"Operational trigger received from salesforce for NovaBio Labs ($424k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$424k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00056","actor":"rep_09","timestamp":"2026-03-16T09:07:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00056:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00056\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":237,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00056/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00056\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00056","actor":"rep_09","timestamp":"2026-03-16T09:16:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00056:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00056\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":201,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00056\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00056","actor":"rep_09","timestamp":"2026-03-16T09:12:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00056:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":81,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00056","actor":"rep_09","timestamp":"2026-03-16T09:24:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00056:04","content":"Drafted executive opportunity summary for NovaBio Labs ($276k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":180,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00056","actor":"rep_09","timestamp":"2026-03-16T09:15:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00056:05","content":"Salesforce Opportunity #crm_00056 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00056\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":122,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00056\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00056\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00056","actor":"rep_09","timestamp":"2026-03-16T09:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00056:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":289,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00056\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00056","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00056","actor":"rep_09","timestamp":"2026-03-16T10:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00056:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00056)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00056\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":260,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00056\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00057","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-01-28T13:08:00.000Z","closed_at":"2026-01-28T14:18:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($146k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00057","actor":"rep_32","timestamp":"2026-01-28T13:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00057:00","content":"Operational trigger received from salesforce for Vanguard Financial ($146k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$146k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00057","actor":"rep_32","timestamp":"2026-01-28T13:12:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00057:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00057\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":134,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00057/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00057\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00057","actor":"rep_32","timestamp":"2026-01-28T13:28:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00057:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00057\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":278,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00057\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00057","actor":"rep_32","timestamp":"2026-01-28T13:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00057:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":233,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00057","actor":"rep_32","timestamp":"2026-01-28T13:44:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00057:04","content":"Drafted executive opportunity summary for Vanguard Financial ($226k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":324,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00057","actor":"rep_32","timestamp":"2026-01-28T13:48:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00057:05","content":"Salesforce Opportunity #crm_00057 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00057\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":299,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00057\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00057\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00057","actor":"rep_32","timestamp":"2026-01-28T13:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00057:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":222,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00057\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00057","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00057","actor":"rep_32","timestamp":"2026-01-28T14:18:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00057:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00057)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00057\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00057\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00058","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-02-09T11:20:00.000Z","closed_at":"2026-02-09T12:02:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($182k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00058","actor":"rep_19","timestamp":"2026-02-09T11:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00058:00","content":"Operational trigger received from salesforce for Beacon Energy ($182k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":176,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$182k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00058","actor":"rep_19","timestamp":"2026-02-09T11:26:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00058:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00058\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":286,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00058/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00058\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00058","actor":"rep_19","timestamp":"2026-02-09T11:42:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00058:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00058\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":347,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00058\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00058","actor":"rep_19","timestamp":"2026-02-09T11:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00058:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":272,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00058","actor":"rep_19","timestamp":"2026-02-09T11:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00058:04","content":"Drafted executive opportunity summary for Beacon Energy ($134k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":285,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00058","actor":"rep_19","timestamp":"2026-02-09T11:40:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00058:05","content":"Salesforce Opportunity #crm_00058 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00058\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":216,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00058\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00058\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00058","actor":"rep_19","timestamp":"2026-02-09T12:14:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00058:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":173,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00058\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00058","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00058","actor":"rep_19","timestamp":"2026-02-09T12:02:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00058:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00058)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00058\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":201,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00058\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00059","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-01-05T19:14:00.000Z","closed_at":"2026-01-05T20:24:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($217k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00059","actor":"rep_37","timestamp":"2026-01-05T19:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00059:00","content":"Operational trigger received from salesforce for Acme Health Systems ($217k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":86,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$217k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00059","actor":"rep_37","timestamp":"2026-01-05T19:21:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00059:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00059\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":344,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00059/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00059\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00059","actor":"rep_37","timestamp":"2026-01-05T19:32:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00059:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00059\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":205,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00059\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00059","actor":"rep_37","timestamp":"2026-01-05T19:41:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00059:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":192,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00059","actor":"rep_37","timestamp":"2026-01-05T19:30:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00059:04","content":"Drafted executive opportunity summary for Acme Health Systems ($442k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":379,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00059","actor":"rep_37","timestamp":"2026-01-05T19:34:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00059:05","content":"Salesforce Opportunity #crm_00059 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00059\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":145,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00059\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00059\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00059","actor":"rep_37","timestamp":"2026-01-05T20:02:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00059:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":310,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00059\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00059","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00059","actor":"rep_37","timestamp":"2026-01-05T20:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00059:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00059)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00059\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":254,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00059\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00060","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-03-23T16:29:00.000Z","closed_at":"2026-03-23T17:39:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($63k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00060","actor":"rep_01","timestamp":"2026-03-23T16:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00060:00","content":"Operational trigger received from salesforce for Nexus AI ($63k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":243,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$63k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00060","actor":"rep_01","timestamp":"2026-03-23T16:36:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00060:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00060\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":166,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00060/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00060\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00060","actor":"rep_01","timestamp":"2026-03-23T16:45:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00060:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00060\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":272,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00060\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00060","actor":"rep_01","timestamp":"2026-03-23T16:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00060:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":49,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00060","actor":"rep_01","timestamp":"2026-03-23T17:09:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00060:04","content":"Drafted executive opportunity summary for Nexus AI ($256k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":167,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00060","actor":"rep_01","timestamp":"2026-03-23T16:49:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00060:05","content":"Salesforce Opportunity #crm_00060 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00060\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":187,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00060\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00060\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00060","actor":"rep_01","timestamp":"2026-03-23T16:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00060:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":301,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00060\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00060","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00060","actor":"rep_01","timestamp":"2026-03-23T17:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00060:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00060)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00060\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":221,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00060\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00061","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-02-02T06:06:00.000Z","closed_at":"2026-02-02T07:09:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($274k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00061","actor":"rep_19","timestamp":"2026-02-02T06:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00061:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($274k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":69,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$274k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00061","actor":"rep_19","timestamp":"2026-02-02T06:09:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00061:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00061\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":195,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00061/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00061\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00061","actor":"rep_19","timestamp":"2026-02-02T06:28:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00061:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00061\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":262,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00061\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00061","actor":"rep_19","timestamp":"2026-02-02T06:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00061:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":208,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00061","actor":"rep_19","timestamp":"2026-02-02T06:18:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00061:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($416k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":324,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00061","actor":"rep_19","timestamp":"2026-02-02T06:31:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00061:05","content":"Salesforce Opportunity #crm_00061 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00061\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":131,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00061\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00061\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00061","actor":"rep_19","timestamp":"2026-02-02T06:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00061:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":102,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00061\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00061","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00061","actor":"rep_19","timestamp":"2026-02-02T07:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00061:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00061)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00061\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":165,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00061\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00062","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-03-08T19:13:00.000Z","closed_at":"2026-03-08T20:16:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($58k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00062","actor":"rep_11","timestamp":"2026-03-08T19:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00062:00","content":"Operational trigger received from salesforce for Vertex Cyber ($58k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":92,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$58k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00062","actor":"rep_11","timestamp":"2026-03-08T19:18:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00062:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00062\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":355,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00062/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00062\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00062","actor":"rep_11","timestamp":"2026-03-08T19:19:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00062:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00062\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":275,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00062\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00062","actor":"rep_11","timestamp":"2026-03-08T19:37:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00062:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":171,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00062","actor":"rep_11","timestamp":"2026-03-08T19:33:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00062:04","content":"Drafted executive opportunity summary for Vertex Cyber ($244k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":355,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00062","actor":"rep_11","timestamp":"2026-03-08T20:03:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00062:05","content":"Salesforce Opportunity #crm_00062 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00062\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":152,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00062\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00062\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00062","actor":"rep_11","timestamp":"2026-03-08T20:01:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00062:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":108,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00062\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00062","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00062","actor":"rep_11","timestamp":"2026-03-08T20:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00062:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00062)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00062\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":269,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00062\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00063","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-02-25T13:16:00.000Z","closed_at":"2026-02-25T13:58:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($86k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00063","actor":"rep_06","timestamp":"2026-02-25T13:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00063:00","content":"Operational trigger received from salesforce for Meridian Logistics ($86k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$86k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00063","actor":"rep_06","timestamp":"2026-02-25T13:26:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00063:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00063\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":344,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00063/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00063\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00063","actor":"rep_06","timestamp":"2026-02-25T13:28:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00063:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00063\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":343,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00063\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00063","actor":"rep_06","timestamp":"2026-02-25T13:49:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00063:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":69,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00063","actor":"rep_06","timestamp":"2026-02-25T13:44:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00063:04","content":"Drafted executive opportunity summary for Meridian Logistics ($451k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":347,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00063","actor":"rep_06","timestamp":"2026-02-25T13:56:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00063:05","content":"Salesforce Opportunity #crm_00063 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00063\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":318,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00063\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00063\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00063","actor":"rep_06","timestamp":"2026-02-25T14:10:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00063:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":247,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00063\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00063","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00063","actor":"rep_06","timestamp":"2026-02-25T13:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00063:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00063)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00063\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":136,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00063\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00064","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-01-27T11:43:00.000Z","closed_at":"2026-01-27T12:39:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($51k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00064","actor":"rep_25","timestamp":"2026-01-27T11:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00064:00","content":"Operational trigger received from salesforce for Catalyst Software ($51k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":100,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$51k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00064","actor":"rep_25","timestamp":"2026-01-27T11:53:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00064:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00064\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":297,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00064/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00064\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00064","actor":"rep_25","timestamp":"2026-01-27T11:57:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00064:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00064\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":220,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00064\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00064","actor":"rep_25","timestamp":"2026-01-27T11:55:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00064:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":189,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00064","actor":"rep_25","timestamp":"2026-01-27T11:59:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00064:04","content":"Drafted executive opportunity summary for Catalyst Software ($269k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":144,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00064","actor":"rep_25","timestamp":"2026-01-27T12:13:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00064:05","content":"Salesforce Opportunity #crm_00064 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00064\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":190,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00064\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00064\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00064","actor":"rep_25","timestamp":"2026-01-27T12:49:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00064:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":107,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00064\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00064","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00064","actor":"rep_25","timestamp":"2026-01-27T12:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00064:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00064)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00064\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":62,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00064\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00065","actor":"rep_11","actor_name":"David Kim","company":"Sentinel Networks","opened_at":"2026-01-04T08:45:00.000Z","closed_at":"2026-01-04T09:13:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($288k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00065","actor":"rep_11","timestamp":"2026-01-04T08:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00065:00","content":"Operational trigger received from salesforce for Sentinel Networks ($288k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":53,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$288k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00065","actor":"rep_11","timestamp":"2026-01-04T08:54:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00065:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00065\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":218,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00065/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00065\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00065","actor":"rep_11","timestamp":"2026-01-04T09:07:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00065:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00065\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":246,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00065\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00065","actor":"rep_11","timestamp":"2026-01-04T09:15:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00065:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":217,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00065","actor":"rep_11","timestamp":"2026-01-04T09:25:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00065:04","content":"Drafted executive opportunity summary for Sentinel Networks ($273k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":319,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00065","actor":"rep_11","timestamp":"2026-01-04T09:15:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00065:05","content":"Salesforce Opportunity #crm_00065 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00065\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":187,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00065\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00065\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00065","actor":"rep_11","timestamp":"2026-01-04T09:15:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00065:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":256,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00065\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00065","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00065","actor":"rep_11","timestamp":"2026-01-04T09:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00065:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00065)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00065\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":234,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00065\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00066","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-03-21T06:55:00.000Z","closed_at":"2026-03-21T07:51:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($439k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00066","actor":"rep_25","timestamp":"2026-03-21T06:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00066:00","content":"Operational trigger received from salesforce for Catalyst Software ($439k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":113,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$439k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00066","actor":"rep_25","timestamp":"2026-03-21T07:04:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00066:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00066\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":179,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00066/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00066\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00066","actor":"rep_25","timestamp":"2026-03-21T07:05:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00066:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00066\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":344,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00066\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00066","actor":"rep_25","timestamp":"2026-03-21T07:19:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00066:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":176,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00066","actor":"rep_25","timestamp":"2026-03-21T07:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00066:04","content":"Drafted executive opportunity summary for Catalyst Software ($65k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":301,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00066","actor":"rep_25","timestamp":"2026-03-21T07:50:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00066:05","content":"Salesforce Opportunity #crm_00066 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00066\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":146,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00066\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00066\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00066","actor":"rep_25","timestamp":"2026-03-21T07:31:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00066:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":98,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00066\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00066","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00066","actor":"rep_25","timestamp":"2026-03-21T07:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00066:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00066)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00066\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":135,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00066\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00067","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-03-21T18:42:00.000Z","closed_at":"2026-03-21T19:59:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($90k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00067","actor":"rep_32","timestamp":"2026-03-21T18:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00067:00","content":"Operational trigger received from salesforce for Stripe Technologies ($90k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$90k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00067","actor":"rep_32","timestamp":"2026-03-21T18:49:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00067:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00067\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":325,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00067/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00067\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00067","actor":"rep_32","timestamp":"2026-03-21T18:58:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00067:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00067\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":396,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00067\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00067","actor":"rep_32","timestamp":"2026-03-21T19:09:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00067:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":92,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00067","actor":"rep_32","timestamp":"2026-03-21T18:54:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00067:04","content":"Drafted executive opportunity summary for Stripe Technologies ($117k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":253,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00067","actor":"rep_32","timestamp":"2026-03-21T19:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00067:05","content":"Salesforce Opportunity #crm_00067 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00067\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":213,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00067\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00067\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00067","actor":"rep_32","timestamp":"2026-03-21T19:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00067:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":162,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00067\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00067","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00067","actor":"rep_32","timestamp":"2026-03-21T19:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00067:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00067)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00067\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":177,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00067\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00068","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vanguard Financial","opened_at":"2026-02-07T20:04:00.000Z","closed_at":"2026-02-07T20:53:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($433k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00068","actor":"rep_31","timestamp":"2026-02-07T20:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00068:00","content":"Operational trigger received from salesforce for Vanguard Financial ($433k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":50,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$433k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00068","actor":"rep_31","timestamp":"2026-02-07T20:14:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00068:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00068\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":316,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00068/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00068\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00068","actor":"rep_31","timestamp":"2026-02-07T20:24:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00068:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00068\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":202,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00068\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00068","actor":"rep_31","timestamp":"2026-02-07T20:37:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00068:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":151,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00068","actor":"rep_31","timestamp":"2026-02-07T20:40:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00068:04","content":"Drafted executive opportunity summary for Vanguard Financial ($248k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":364,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00068","actor":"rep_31","timestamp":"2026-02-07T20:49:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00068:05","content":"Salesforce Opportunity #crm_00068 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00068\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":164,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00068\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00068\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00068","actor":"rep_31","timestamp":"2026-02-07T21:10:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00068:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":269,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00068\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00068","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00068","actor":"rep_31","timestamp":"2026-02-07T20:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00068:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00068)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00068\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":82,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00068\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00069","actor":"rep_31","actor_name":"Aisha Taylor","company":"FinTech Global","opened_at":"2026-03-14T15:38:00.000Z","closed_at":"2026-03-14T16:13:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($219k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00069","actor":"rep_31","timestamp":"2026-03-14T15:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00069:00","content":"Operational trigger received from salesforce for FinTech Global ($219k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":59,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$219k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00069","actor":"rep_31","timestamp":"2026-03-14T15:43:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00069:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00069\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":313,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00069/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00069\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00069","actor":"rep_31","timestamp":"2026-03-14T15:52:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00069:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00069\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":397,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00069\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00069","actor":"rep_31","timestamp":"2026-03-14T16:05:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00069:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":132,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00069","actor":"rep_31","timestamp":"2026-03-14T16:02:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00069:04","content":"Drafted executive opportunity summary for FinTech Global ($355k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":167,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00069","actor":"rep_31","timestamp":"2026-03-14T16:03:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00069:05","content":"Salesforce Opportunity #crm_00069 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00069\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":245,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00069\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00069\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00069","actor":"rep_31","timestamp":"2026-03-14T16:14:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00069:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":270,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00069\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00069","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00069","actor":"rep_31","timestamp":"2026-03-14T16:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00069:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00069)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00069\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":233,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00069\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00070","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-02-24T05:35:00.000Z","closed_at":"2026-02-24T05:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($374k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00070","actor":"rep_32","timestamp":"2026-02-24T05:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00070:00","content":"Operational trigger received from salesforce for Pinnacle Media ($374k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":139,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$374k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00070","actor":"rep_32","timestamp":"2026-02-24T05:39:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00070:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00070\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":187,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00070/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00070\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00070","actor":"rep_32","timestamp":"2026-02-24T05:55:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00070:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00070\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":307,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00070\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00070","actor":"rep_32","timestamp":"2026-02-24T05:56:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00070:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":53,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00070","actor":"rep_32","timestamp":"2026-02-24T06:03:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00070:04","content":"Drafted executive opportunity summary for Pinnacle Media ($420k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":219,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00070","actor":"rep_32","timestamp":"2026-02-24T06:20:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00070:05","content":"Salesforce Opportunity #crm_00070 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00070\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":333,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00070\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00070\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00070","actor":"rep_32","timestamp":"2026-02-24T06:35:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00070:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":136,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00070\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00070","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00070","actor":"rep_32","timestamp":"2026-02-24T05:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00070:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00070)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00070\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":153,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00070\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00071","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-01-09T22:16:00.000Z","closed_at":"2026-01-09T23:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($158k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00071","actor":"rep_09","timestamp":"2026-01-09T22:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00071:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($158k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":238,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$158k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00071","actor":"rep_09","timestamp":"2026-01-09T22:26:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00071:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00071\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":292,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00071/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00071\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00071","actor":"rep_09","timestamp":"2026-01-09T22:32:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00071:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00071\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":385,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00071\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00071","actor":"rep_09","timestamp":"2026-01-09T22:34:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00071:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":233,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00071","actor":"rep_09","timestamp":"2026-01-09T22:28:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00071:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($96k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":241,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00071","actor":"rep_09","timestamp":"2026-01-09T23:06:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00071:05","content":"Salesforce Opportunity #crm_00071 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00071\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":119,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00071\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00071\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00071","actor":"rep_09","timestamp":"2026-01-09T23:22:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00071:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":130,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00071\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00071","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00071","actor":"rep_09","timestamp":"2026-01-09T23:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00071:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00071)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00071\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":186,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00071\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00072","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-03-14T11:24:00.000Z","closed_at":"2026-03-14T11:52:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($74k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00072","actor":"rep_37","timestamp":"2026-03-14T11:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00072:00","content":"Operational trigger received from salesforce for NovaBio Labs ($74k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":45,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$74k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00072","actor":"rep_37","timestamp":"2026-03-14T11:32:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00072:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00072\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":170,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00072/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00072\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00072","actor":"rep_37","timestamp":"2026-03-14T11:36:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00072:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00072\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":333,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00072\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00072","actor":"rep_37","timestamp":"2026-03-14T11:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00072:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":172,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00072","actor":"rep_37","timestamp":"2026-03-14T11:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00072:04","content":"Drafted executive opportunity summary for NovaBio Labs ($392k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":182,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00072","actor":"rep_37","timestamp":"2026-03-14T12:19:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00072:05","content":"Salesforce Opportunity #crm_00072 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00072\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":217,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00072\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00072\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00072","actor":"rep_37","timestamp":"2026-03-14T11:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00072:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":92,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00072\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00072","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00072","actor":"rep_37","timestamp":"2026-03-14T11:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00072:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00072)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00072\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00072\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00073","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-01-17T02:38:00.000Z","closed_at":"2026-01-17T03:55:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($178k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00073","actor":"rep_09","timestamp":"2026-01-17T02:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00073:00","content":"Operational trigger received from salesforce for Acme Health Systems ($178k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":115,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$178k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00073","actor":"rep_09","timestamp":"2026-01-17T02:43:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00073:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00073\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":275,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00073/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00073\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00073","actor":"rep_09","timestamp":"2026-01-17T02:54:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00073:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00073\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":344,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00073\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00073","actor":"rep_09","timestamp":"2026-01-17T02:47:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00073:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":125,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00073","actor":"rep_09","timestamp":"2026-01-17T03:06:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00073:04","content":"Drafted executive opportunity summary for Acme Health Systems ($459k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":312,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00073","actor":"rep_09","timestamp":"2026-01-17T03:13:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00073:05","content":"Salesforce Opportunity #crm_00073 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00073\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":109,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00073\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00073\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00073","actor":"rep_09","timestamp":"2026-01-17T03:38:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00073:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":199,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00073\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00073","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00073","actor":"rep_09","timestamp":"2026-01-17T03:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00073:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00073)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00073\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00073\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00074","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-03-28T02:37:00.000Z","closed_at":"2026-03-28T03:33:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($119k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00074","actor":"rep_01","timestamp":"2026-03-28T02:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00074:00","content":"Operational trigger received from salesforce for Catalyst Software ($119k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":128,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$119k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00074","actor":"rep_01","timestamp":"2026-03-28T02:47:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00074:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00074\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":338,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00074/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00074\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00074","actor":"rep_01","timestamp":"2026-03-28T02:51:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00074:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00074\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":397,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00074\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00074","actor":"rep_01","timestamp":"2026-03-28T02:52:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00074:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":106,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00074","actor":"rep_01","timestamp":"2026-03-28T02:53:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00074:04","content":"Drafted executive opportunity summary for Catalyst Software ($328k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":318,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00074","actor":"rep_01","timestamp":"2026-03-28T03:02:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00074:05","content":"Salesforce Opportunity #crm_00074 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00074\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":340,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00074\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00074\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00074","actor":"rep_01","timestamp":"2026-03-28T03:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00074:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":116,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00074\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00074","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00074","actor":"rep_01","timestamp":"2026-03-28T03:33:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00074:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00074)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00074\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":220,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00074\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00075","actor":"rep_19","actor_name":"James Wilson","company":"Meridian Logistics","opened_at":"2026-03-03T07:36:00.000Z","closed_at":"2026-03-03T08:32:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($177k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00075","actor":"rep_19","timestamp":"2026-03-03T07:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00075:00","content":"Operational trigger received from salesforce for Meridian Logistics ($177k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00075","actor":"rep_19","timestamp":"2026-03-03T07:42:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00075:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00075\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":138,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00075/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00075\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00075","actor":"rep_19","timestamp":"2026-03-03T07:50:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00075:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00075\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":328,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00075\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00075","actor":"rep_19","timestamp":"2026-03-03T07:57:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00075:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":221,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00075","actor":"rep_19","timestamp":"2026-03-03T08:16:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00075:04","content":"Drafted executive opportunity summary for Meridian Logistics ($238k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":184,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00075","actor":"rep_19","timestamp":"2026-03-03T08:11:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00075:05","content":"Salesforce Opportunity #crm_00075 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00075\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":112,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00075\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00075\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00075","actor":"rep_19","timestamp":"2026-03-03T08:24:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00075:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":233,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00075\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00075","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00075","actor":"rep_19","timestamp":"2026-03-03T08:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00075:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00075)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00075\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":159,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00075\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00076","actor":"rep_37","actor_name":"Sophia Zhang","company":"FinTech Global","opened_at":"2026-03-19T07:36:00.000Z","closed_at":"2026-03-19T07:57:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($303k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00076","actor":"rep_37","timestamp":"2026-03-19T07:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00076:00","content":"Operational trigger received from salesforce for FinTech Global ($303k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":177,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$303k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00076","actor":"rep_37","timestamp":"2026-03-19T07:45:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00076:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00076\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":304,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00076/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00076\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00076","actor":"rep_37","timestamp":"2026-03-19T07:56:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00076:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00076\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":333,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00076\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00076","actor":"rep_37","timestamp":"2026-03-19T08:09:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00076:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":57,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00076","actor":"rep_37","timestamp":"2026-03-19T08:00:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00076:04","content":"Drafted executive opportunity summary for FinTech Global ($96k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":329,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00076","actor":"rep_37","timestamp":"2026-03-19T08:26:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00076:05","content":"Salesforce Opportunity #crm_00076 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00076\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":218,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00076\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00076\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00076","actor":"rep_37","timestamp":"2026-03-19T08:30:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00076:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":222,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00076\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00076","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00076","actor":"rep_37","timestamp":"2026-03-19T07:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00076:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00076)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00076\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00076\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00077","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-02-02T09:44:00.000Z","closed_at":"2026-02-02T11:01:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($245k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00077","actor":"rep_01","timestamp":"2026-02-02T09:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00077:00","content":"Operational trigger received from salesforce for FinTech Global ($245k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":92,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$245k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00077","actor":"rep_01","timestamp":"2026-02-02T09:52:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00077:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00077\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":288,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00077/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00077\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00077","actor":"rep_01","timestamp":"2026-02-02T10:04:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00077:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00077\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":332,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00077\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00077","actor":"rep_01","timestamp":"2026-02-02T10:02:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00077:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":284,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00077","actor":"rep_01","timestamp":"2026-02-02T09:56:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00077:04","content":"Drafted executive opportunity summary for FinTech Global ($212k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":353,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00077","actor":"rep_01","timestamp":"2026-02-02T10:14:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00077:05","content":"Salesforce Opportunity #crm_00077 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00077\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":332,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00077\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00077\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00077","actor":"rep_01","timestamp":"2026-02-02T10:08:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00077:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":136,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00077\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00077","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00077","actor":"rep_01","timestamp":"2026-02-02T11:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00077:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00077)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00077\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00077\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00078","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-02-23T06:53:00.000Z","closed_at":"2026-02-23T07:14:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($445k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00078","actor":"rep_14","timestamp":"2026-02-23T06:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00078:00","content":"Operational trigger received from salesforce for Apex Retail Group ($445k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$445k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00078","actor":"rep_14","timestamp":"2026-02-23T06:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00078:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00078\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":238,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00078/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00078\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00078","actor":"rep_14","timestamp":"2026-02-23T07:11:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00078:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00078\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":220,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00078\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00078","actor":"rep_14","timestamp":"2026-02-23T07:05:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00078:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":222,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00078","actor":"rep_14","timestamp":"2026-02-23T07:17:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00078:04","content":"Drafted executive opportunity summary for Apex Retail Group ($131k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":222,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00078","actor":"rep_14","timestamp":"2026-02-23T07:23:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00078:05","content":"Salesforce Opportunity #crm_00078 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00078\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":335,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00078\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00078\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00078","actor":"rep_14","timestamp":"2026-02-23T07:59:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00078:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":210,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00078\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00078","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00078","actor":"rep_14","timestamp":"2026-02-23T07:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00078:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00078)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00078\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":192,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00078\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00079","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-01-19T13:00:00.000Z","closed_at":"2026-01-19T13:21:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($108k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00079","actor":"rep_11","timestamp":"2026-01-19T13:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00079:00","content":"Operational trigger received from salesforce for Meridian Logistics ($108k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":150,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$108k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00079","actor":"rep_11","timestamp":"2026-01-19T13:08:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00079:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00079\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":199,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00079/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00079\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00079","actor":"rep_11","timestamp":"2026-01-19T13:10:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00079:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00079\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":224,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00079\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00079","actor":"rep_11","timestamp":"2026-01-19T13:09:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00079:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":256,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00079","actor":"rep_11","timestamp":"2026-01-19T13:12:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00079:04","content":"Drafted executive opportunity summary for Meridian Logistics ($206k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":225,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00079","actor":"rep_11","timestamp":"2026-01-19T13:55:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00079:05","content":"Salesforce Opportunity #crm_00079 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00079\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":225,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00079\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00079\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00079","actor":"rep_11","timestamp":"2026-01-19T13:36:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00079:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":324,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00079\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00079","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00079","actor":"rep_11","timestamp":"2026-01-19T13:21:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00079:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00079)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00079\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":205,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00079\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00080","actor":"rep_19","actor_name":"James Wilson","company":"Meridian Logistics","opened_at":"2026-03-24T10:30:00.000Z","closed_at":"2026-03-24T11:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($60k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00080","actor":"rep_19","timestamp":"2026-03-24T10:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00080:00","content":"Operational trigger received from salesforce for Meridian Logistics ($60k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":189,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$60k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00080","actor":"rep_19","timestamp":"2026-03-24T10:37:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00080:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00080\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":276,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00080/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00080\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00080","actor":"rep_19","timestamp":"2026-03-24T10:44:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00080:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00080\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":375,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00080\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00080","actor":"rep_19","timestamp":"2026-03-24T10:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00080:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":148,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00080","actor":"rep_19","timestamp":"2026-03-24T11:06:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00080:04","content":"Drafted executive opportunity summary for Meridian Logistics ($186k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":240,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00080","actor":"rep_19","timestamp":"2026-03-24T11:25:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00080:05","content":"Salesforce Opportunity #crm_00080 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00080\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":182,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00080\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00080\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00080","actor":"rep_19","timestamp":"2026-03-24T11:24:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00080:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":262,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00080\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00080","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00080","actor":"rep_19","timestamp":"2026-03-24T11:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00080:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00080)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00080\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00080\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00081","actor":"rep_06","actor_name":"Marcus Vance","company":"Vertex Cyber","opened_at":"2026-02-09T10:38:00.000Z","closed_at":"2026-02-09T11:41:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($283k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00081","actor":"rep_06","timestamp":"2026-02-09T10:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00081:00","content":"Operational trigger received from salesforce for Vertex Cyber ($283k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":282,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$283k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00081","actor":"rep_06","timestamp":"2026-02-09T10:43:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00081:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00081\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":199,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00081/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00081\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00081","actor":"rep_06","timestamp":"2026-02-09T10:50:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00081:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00081\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":366,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00081\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00081","actor":"rep_06","timestamp":"2026-02-09T11:02:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00081:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":145,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00081","actor":"rep_06","timestamp":"2026-02-09T10:58:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00081:04","content":"Drafted executive opportunity summary for Vertex Cyber ($188k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":198,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00081","actor":"rep_06","timestamp":"2026-02-09T11:23:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00081:05","content":"Salesforce Opportunity #crm_00081 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00081\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":220,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00081\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00081\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00081","actor":"rep_06","timestamp":"2026-02-09T11:44:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00081:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":173,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00081\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00081","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00081","actor":"rep_06","timestamp":"2026-02-09T11:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00081:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00081)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00081\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":116,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00081\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00082","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-02-27T20:24:00.000Z","closed_at":"2026-02-27T21:20:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($367k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00082","actor":"rep_01","timestamp":"2026-02-27T20:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00082:00","content":"Operational trigger received from salesforce for Vanguard Financial ($367k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":211,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$367k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00082","actor":"rep_01","timestamp":"2026-02-27T20:29:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00082:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00082\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":307,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00082/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00082\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00082","actor":"rep_01","timestamp":"2026-02-27T20:36:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00082:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00082\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":400,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00082\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00082","actor":"rep_01","timestamp":"2026-02-27T20:39:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00082:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":258,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00082","actor":"rep_01","timestamp":"2026-02-27T20:40:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00082:04","content":"Drafted executive opportunity summary for Vanguard Financial ($97k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":226,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00082","actor":"rep_01","timestamp":"2026-02-27T21:19:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00082:05","content":"Salesforce Opportunity #crm_00082 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00082\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":132,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00082\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00082\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00082","actor":"rep_01","timestamp":"2026-02-27T21:18:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00082:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":307,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00082\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00082","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00082","actor":"rep_01","timestamp":"2026-02-27T21:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00082:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00082)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00082\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":243,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00082\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00083","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-02-04T23:17:00.000Z","closed_at":"2026-02-04T23:45:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($205k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00083","actor":"rep_06","timestamp":"2026-02-04T23:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00083:00","content":"Operational trigger received from salesforce for Apex Retail Group ($205k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":190,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$205k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00083","actor":"rep_06","timestamp":"2026-02-04T23:27:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00083:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00083\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":239,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00083/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00083\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00083","actor":"rep_06","timestamp":"2026-02-04T23:33:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00083:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00083\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":285,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00083\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00083","actor":"rep_06","timestamp":"2026-02-04T23:47:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00083:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":203,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00083","actor":"rep_06","timestamp":"2026-02-04T23:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00083:04","content":"Drafted executive opportunity summary for Apex Retail Group ($69k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":374,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00083","actor":"rep_06","timestamp":"2026-02-04T23:37:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00083:05","content":"Salesforce Opportunity #crm_00083 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00083\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":308,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00083\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00083\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00083","actor":"rep_06","timestamp":"2026-02-05T00:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00083:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":159,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00083\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00083","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00083","actor":"rep_06","timestamp":"2026-02-04T23:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00083:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00083)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00083\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":233,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00083\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00084","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-03-26T13:24:00.000Z","closed_at":"2026-03-26T14:34:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($75k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00084","actor":"rep_09","timestamp":"2026-03-26T13:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00084:00","content":"Operational trigger received from salesforce for Stripe Technologies ($75k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":218,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$75k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00084","actor":"rep_09","timestamp":"2026-03-26T13:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00084:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00084\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":150,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00084/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00084\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00084","actor":"rep_09","timestamp":"2026-03-26T13:32:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00084:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00084\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":376,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00084\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00084","actor":"rep_09","timestamp":"2026-03-26T13:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00084:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":274,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00084","actor":"rep_09","timestamp":"2026-03-26T14:04:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00084:04","content":"Drafted executive opportunity summary for Stripe Technologies ($315k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":237,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00084","actor":"rep_09","timestamp":"2026-03-26T13:54:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00084:05","content":"Salesforce Opportunity #crm_00084 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00084\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":119,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00084\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00084\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00084","actor":"rep_09","timestamp":"2026-03-26T14:06:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00084:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":294,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00084\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00084","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00084","actor":"rep_09","timestamp":"2026-03-26T14:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00084:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00084)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00084\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00084\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00085","actor":"rep_09","actor_name":"Elena Rostova","company":"CloudScale Data","opened_at":"2026-03-06T06:31:00.000Z","closed_at":"2026-03-06T07:48:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($348k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00085","actor":"rep_09","timestamp":"2026-03-06T06:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00085:00","content":"Operational trigger received from salesforce for CloudScale Data ($348k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$348k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00085","actor":"rep_09","timestamp":"2026-03-06T06:40:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00085:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00085\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":301,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00085/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00085\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00085","actor":"rep_09","timestamp":"2026-03-06T06:45:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00085:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00085\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":282,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00085\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00085","actor":"rep_09","timestamp":"2026-03-06T07:01:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00085:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":187,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00085","actor":"rep_09","timestamp":"2026-03-06T06:59:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00085:04","content":"Drafted executive opportunity summary for CloudScale Data ($348k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":326,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00085","actor":"rep_09","timestamp":"2026-03-06T07:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00085:05","content":"Salesforce Opportunity #crm_00085 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00085\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":246,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00085\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00085\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00085","actor":"rep_09","timestamp":"2026-03-06T06:49:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00085:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":150,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00085\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00085","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00085","actor":"rep_09","timestamp":"2026-03-06T07:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00085:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00085)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00085\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":200,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00085\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00086","actor":"rep_11","actor_name":"David Kim","company":"Apex Retail Group","opened_at":"2026-01-04T10:41:00.000Z","closed_at":"2026-01-04T11:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($276k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00086","actor":"rep_11","timestamp":"2026-01-04T10:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00086:00","content":"Operational trigger received from salesforce for Apex Retail Group ($276k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":61,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$276k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00086","actor":"rep_11","timestamp":"2026-01-04T10:45:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00086:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00086\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":166,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00086/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00086\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00086","actor":"rep_11","timestamp":"2026-01-04T10:59:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00086:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00086\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":245,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00086\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00086","actor":"rep_11","timestamp":"2026-01-04T10:53:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00086:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":167,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00086","actor":"rep_11","timestamp":"2026-01-04T11:05:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00086:04","content":"Drafted executive opportunity summary for Apex Retail Group ($154k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":288,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00086","actor":"rep_11","timestamp":"2026-01-04T11:06:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00086:05","content":"Salesforce Opportunity #crm_00086 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00086\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":186,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00086\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00086\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00086","actor":"rep_11","timestamp":"2026-01-04T11:41:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00086:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":124,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00086\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00086","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00086","actor":"rep_11","timestamp":"2026-01-04T11:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00086:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00086)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00086\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":185,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00086\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00087","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-01-29T11:48:00.000Z","closed_at":"2026-01-29T12:44:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($273k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00087","actor":"rep_32","timestamp":"2026-01-29T11:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00087:00","content":"Operational trigger received from salesforce for Acme Health Systems ($273k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$273k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00087","actor":"rep_32","timestamp":"2026-01-29T11:59:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00087:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00087\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":334,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00087/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00087\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00087","actor":"rep_32","timestamp":"2026-01-29T12:08:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00087:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00087\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":301,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00087\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00087","actor":"rep_32","timestamp":"2026-01-29T12:09:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00087:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":156,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00087","actor":"rep_32","timestamp":"2026-01-29T12:00:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00087:04","content":"Drafted executive opportunity summary for Acme Health Systems ($54k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":286,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00087","actor":"rep_32","timestamp":"2026-01-29T12:03:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00087:05","content":"Salesforce Opportunity #crm_00087 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00087\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":314,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00087\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00087\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00087","actor":"rep_32","timestamp":"2026-01-29T12:30:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00087:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":140,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00087\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00087","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00087","actor":"rep_32","timestamp":"2026-01-29T12:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00087:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00087)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00087\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":258,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00087\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00088","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-03-23T13:13:00.000Z","closed_at":"2026-03-23T13:34:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($349k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00088","actor":"rep_31","timestamp":"2026-03-23T13:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00088:00","content":"Operational trigger received from salesforce for Vertex Cyber ($349k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$349k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00088","actor":"rep_31","timestamp":"2026-03-23T13:19:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00088:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00088\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":232,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00088/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00088\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00088","actor":"rep_31","timestamp":"2026-03-23T13:29:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00088:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00088\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":227,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00088\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00088","actor":"rep_31","timestamp":"2026-03-23T13:25:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00088:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":78,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00088","actor":"rep_31","timestamp":"2026-03-23T13:53:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00088:04","content":"Drafted executive opportunity summary for Vertex Cyber ($197k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":206,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00088","actor":"rep_31","timestamp":"2026-03-23T13:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00088:05","content":"Salesforce Opportunity #crm_00088 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00088\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":165,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00088\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00088\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00088","actor":"rep_31","timestamp":"2026-03-23T14:19:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00088:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":215,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00088\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00088","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00088","actor":"rep_31","timestamp":"2026-03-23T13:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00088:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00088)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00088\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":228,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00088\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00089","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-03-09T01:42:00.000Z","closed_at":"2026-03-09T02:17:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($119k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00089","actor":"rep_09","timestamp":"2026-03-09T01:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00089:00","content":"Operational trigger received from salesforce for Pinnacle Media ($119k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":218,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$119k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00089","actor":"rep_09","timestamp":"2026-03-09T01:48:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00089:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00089\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":339,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00089/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00089\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00089","actor":"rep_09","timestamp":"2026-03-09T02:02:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00089:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00089\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":213,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00089\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00089","actor":"rep_09","timestamp":"2026-03-09T02:15:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00089:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":76,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00089","actor":"rep_09","timestamp":"2026-03-09T02:14:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00089:04","content":"Drafted executive opportunity summary for Pinnacle Media ($408k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":186,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00089","actor":"rep_09","timestamp":"2026-03-09T02:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00089:05","content":"Salesforce Opportunity #crm_00089 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00089\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":204,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00089\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00089\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00089","actor":"rep_09","timestamp":"2026-03-09T02:24:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00089:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":114,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00089\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00089","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00089","actor":"rep_09","timestamp":"2026-03-09T02:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00089:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00089)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00089\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":186,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00089\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00090","actor":"rep_11","actor_name":"David Kim","company":"Sentinel Networks","opened_at":"2026-03-23T04:15:00.000Z","closed_at":"2026-03-23T04:57:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($246k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00090","actor":"rep_11","timestamp":"2026-03-23T04:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00090:00","content":"Operational trigger received from salesforce for Sentinel Networks ($246k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":80,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$246k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00090","actor":"rep_11","timestamp":"2026-03-23T04:21:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00090:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00090\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":163,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00090/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00090\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00090","actor":"rep_11","timestamp":"2026-03-23T04:21:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00090:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00090\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":314,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00090\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00090","actor":"rep_11","timestamp":"2026-03-23T04:30:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00090:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":171,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00090","actor":"rep_11","timestamp":"2026-03-23T04:51:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00090:04","content":"Drafted executive opportunity summary for Sentinel Networks ($268k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":191,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00090","actor":"rep_11","timestamp":"2026-03-23T04:55:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00090:05","content":"Salesforce Opportunity #crm_00090 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00090\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":273,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00090\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00090\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00090","actor":"rep_11","timestamp":"2026-03-23T05:21:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00090:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":210,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00090\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00090","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00090","actor":"rep_11","timestamp":"2026-03-23T04:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00090:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00090)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00090\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":58,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00090\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00091","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-02-28T19:42:00.000Z","closed_at":"2026-02-28T20:24:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($206k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00091","actor":"rep_09","timestamp":"2026-02-28T19:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00091:00","content":"Operational trigger received from salesforce for Sentinel Networks ($206k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$206k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00091","actor":"rep_09","timestamp":"2026-02-28T19:50:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00091:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00091\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":288,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00091/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00091\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00091","actor":"rep_09","timestamp":"2026-02-28T20:00:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00091:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00091\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":235,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00091\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00091","actor":"rep_09","timestamp":"2026-02-28T20:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00091:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":251,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00091","actor":"rep_09","timestamp":"2026-02-28T20:14:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00091:04","content":"Drafted executive opportunity summary for Sentinel Networks ($458k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":345,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00091","actor":"rep_09","timestamp":"2026-02-28T20:32:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00091:05","content":"Salesforce Opportunity #crm_00091 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00091\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":157,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00091\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00091\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00091","actor":"rep_09","timestamp":"2026-02-28T20:30:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00091:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":224,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00091\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00091","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00091","actor":"rep_09","timestamp":"2026-02-28T20:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00091:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00091)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00091\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":168,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00091\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00092","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vanguard Financial","opened_at":"2026-02-08T15:57:00.000Z","closed_at":"2026-02-08T16:53:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($420k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00092","actor":"rep_25","timestamp":"2026-02-08T15:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00092:00","content":"Operational trigger received from salesforce for Vanguard Financial ($420k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":125,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$420k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00092","actor":"rep_25","timestamp":"2026-02-08T16:03:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00092:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00092\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":186,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00092/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00092\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00092","actor":"rep_25","timestamp":"2026-02-08T16:19:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00092:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00092\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":261,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00092\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00092","actor":"rep_25","timestamp":"2026-02-08T16:06:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00092:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":66,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00092","actor":"rep_25","timestamp":"2026-02-08T16:29:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00092:04","content":"Drafted executive opportunity summary for Vanguard Financial ($300k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":156,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00092","actor":"rep_25","timestamp":"2026-02-08T16:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00092:05","content":"Salesforce Opportunity #crm_00092 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00092\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":227,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00092\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00092\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00092","actor":"rep_25","timestamp":"2026-02-08T16:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00092:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":153,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00092\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00092","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00092","actor":"rep_25","timestamp":"2026-02-08T16:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00092:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00092)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00092\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00092\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00093","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-03-23T11:42:00.000Z","closed_at":"2026-03-23T12:52:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($93k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00093","actor":"rep_14","timestamp":"2026-03-23T11:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00093:00","content":"Operational trigger received from salesforce for NovaBio Labs ($93k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":185,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$93k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00093","actor":"rep_14","timestamp":"2026-03-23T11:53:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00093:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00093\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":355,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00093/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00093\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00093","actor":"rep_14","timestamp":"2026-03-23T11:54:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00093:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00093\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":297,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00093\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00093","actor":"rep_14","timestamp":"2026-03-23T12:15:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00093:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":233,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00093","actor":"rep_14","timestamp":"2026-03-23T12:10:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00093:04","content":"Drafted executive opportunity summary for NovaBio Labs ($229k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":365,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00093","actor":"rep_14","timestamp":"2026-03-23T12:32:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00093:05","content":"Salesforce Opportunity #crm_00093 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00093\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":258,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00093\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00093\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00093","actor":"rep_14","timestamp":"2026-03-23T12:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00093:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":163,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00093\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00093","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00093","actor":"rep_14","timestamp":"2026-03-23T12:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00093:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00093)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00093\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":132,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00093\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00094","actor":"rep_25","actor_name":"Carlos Mendez","company":"Meridian Logistics","opened_at":"2026-03-15T21:12:00.000Z","closed_at":"2026-03-15T21:47:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($132k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00094","actor":"rep_25","timestamp":"2026-03-15T21:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00094:00","content":"Operational trigger received from salesforce for Meridian Logistics ($132k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":158,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$132k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00094","actor":"rep_25","timestamp":"2026-03-15T21:21:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00094:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00094\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":248,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00094/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00094\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00094","actor":"rep_25","timestamp":"2026-03-15T21:22:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00094:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00094\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":258,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00094\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00094","actor":"rep_25","timestamp":"2026-03-15T21:42:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00094:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":106,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00094","actor":"rep_25","timestamp":"2026-03-15T21:52:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00094:04","content":"Drafted executive opportunity summary for Meridian Logistics ($135k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":148,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00094","actor":"rep_25","timestamp":"2026-03-15T22:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00094:05","content":"Salesforce Opportunity #crm_00094 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00094\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":121,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00094\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00094\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00094","actor":"rep_25","timestamp":"2026-03-15T21:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00094:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":272,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00094\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00094","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00094","actor":"rep_25","timestamp":"2026-03-15T21:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00094:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00094)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00094\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":150,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00094\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00095","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-03-29T13:05:00.000Z","closed_at":"2026-03-29T13:33:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($427k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00095","actor":"rep_25","timestamp":"2026-03-29T13:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00095:00","content":"Operational trigger received from salesforce for Pinnacle Media ($427k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":69,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$427k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00095","actor":"rep_25","timestamp":"2026-03-29T13:11:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00095:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00095\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":287,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00095/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00095\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00095","actor":"rep_25","timestamp":"2026-03-29T13:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00095:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00095\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":377,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00095\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00095","actor":"rep_25","timestamp":"2026-03-29T13:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00095:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":260,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00095","actor":"rep_25","timestamp":"2026-03-29T13:29:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00095:04","content":"Drafted executive opportunity summary for Pinnacle Media ($123k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":302,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00095","actor":"rep_25","timestamp":"2026-03-29T13:40:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00095:05","content":"Salesforce Opportunity #crm_00095 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00095\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":144,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00095\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00095\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00095","actor":"rep_25","timestamp":"2026-03-29T13:35:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00095:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":224,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00095\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00095","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00095","actor":"rep_25","timestamp":"2026-03-29T13:33:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00095:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00095)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00095\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":128,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00095\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00096","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-04T08:43:00.000Z","closed_at":"2026-01-04T09:04:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($410k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00096","actor":"rep_20","timestamp":"2026-01-04T08:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00096:00","content":"Operational trigger received from salesforce for Apex Retail Group ($410k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":48,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$410k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00096","actor":"rep_20","timestamp":"2026-01-04T08:47:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00096:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00096\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":173,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00096/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00096\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00096","actor":"rep_20","timestamp":"2026-01-04T09:03:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00096:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00096\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":216,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00096\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00096","actor":"rep_20","timestamp":"2026-01-04T08:58:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00096:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":56,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00096","actor":"rep_20","timestamp":"2026-01-04T09:15:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00096:04","content":"Drafted executive opportunity summary for Apex Retail Group ($176k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":368,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00096","actor":"rep_20","timestamp":"2026-01-04T09:33:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00096:05","content":"Salesforce Opportunity #crm_00096 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00096\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":226,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00096\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00096\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00096","actor":"rep_20","timestamp":"2026-01-04T09:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00096:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":215,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00096\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00096","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00096","actor":"rep_20","timestamp":"2026-01-04T09:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00096:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00096)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00096\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":192,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00096\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00097","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-01-19T05:22:00.000Z","closed_at":"2026-01-19T06:11:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($68k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00097","actor":"rep_32","timestamp":"2026-01-19T05:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00097:00","content":"Operational trigger received from salesforce for Nexus AI ($68k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":45,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$68k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00097","actor":"rep_32","timestamp":"2026-01-19T05:33:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00097:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00097\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":145,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00097/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00097\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00097","actor":"rep_32","timestamp":"2026-01-19T05:38:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00097:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00097\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":255,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00097\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00097","actor":"rep_32","timestamp":"2026-01-19T05:31:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00097:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":142,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00097","actor":"rep_32","timestamp":"2026-01-19T05:58:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00097:04","content":"Drafted executive opportunity summary for Nexus AI ($340k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":280,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00097","actor":"rep_32","timestamp":"2026-01-19T06:12:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00097:05","content":"Salesforce Opportunity #crm_00097 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00097\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":119,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00097\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00097\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00097","actor":"rep_32","timestamp":"2026-01-19T05:40:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00097:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":126,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00097\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00097","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00097","actor":"rep_32","timestamp":"2026-01-19T06:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00097:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00097)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00097\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":105,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00097\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00098","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-02-18T20:42:00.000Z","closed_at":"2026-02-18T21:03:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($276k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00098","actor":"rep_25","timestamp":"2026-02-18T20:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00098:00","content":"Operational trigger received from salesforce for Acme Health Systems ($276k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":121,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$276k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00098","actor":"rep_25","timestamp":"2026-02-18T20:51:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00098:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00098\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":184,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00098/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00098\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00098","actor":"rep_25","timestamp":"2026-02-18T21:02:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00098:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00098\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":239,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00098\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00098","actor":"rep_25","timestamp":"2026-02-18T21:06:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00098:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":76,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00098","actor":"rep_25","timestamp":"2026-02-18T21:18:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00098:04","content":"Drafted executive opportunity summary for Acme Health Systems ($59k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":310,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00098","actor":"rep_25","timestamp":"2026-02-18T21:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00098:05","content":"Salesforce Opportunity #crm_00098 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00098\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":204,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00098\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00098\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00098","actor":"rep_25","timestamp":"2026-02-18T21:36:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00098:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":165,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00098\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00098","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00098","actor":"rep_25","timestamp":"2026-02-18T21:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00098:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00098)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00098\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":76,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00098\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00099","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-01-11T22:30:00.000Z","closed_at":"2026-01-11T23:12:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($170k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00099","actor":"rep_01","timestamp":"2026-01-11T22:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00099:00","content":"Operational trigger received from salesforce for CloudScale Data ($170k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":251,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$170k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00099","actor":"rep_01","timestamp":"2026-01-11T22:34:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00099:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00099\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":183,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00099/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00099\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00099","actor":"rep_01","timestamp":"2026-01-11T22:50:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00099:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00099\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":190,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00099\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00099","actor":"rep_01","timestamp":"2026-01-11T22:45:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00099:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":192,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00099","actor":"rep_01","timestamp":"2026-01-11T22:46:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00099:04","content":"Drafted executive opportunity summary for CloudScale Data ($220k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":148,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00099","actor":"rep_01","timestamp":"2026-01-11T23:00:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00099:05","content":"Salesforce Opportunity #crm_00099 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00099\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":280,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00099\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00099\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00099","actor":"rep_01","timestamp":"2026-01-11T22:54:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00099:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":199,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00099\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00099","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00099","actor":"rep_01","timestamp":"2026-01-11T23:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00099:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00099)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00099\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":255,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00099\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00100","actor":"rep_09","actor_name":"Elena Rostova","company":"Vertex Cyber","opened_at":"2026-02-27T12:19:00.000Z","closed_at":"2026-02-27T13:22:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($93k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00100","actor":"rep_09","timestamp":"2026-02-27T12:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00100:00","content":"Operational trigger received from salesforce for Vertex Cyber ($93k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":274,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$93k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00100","actor":"rep_09","timestamp":"2026-02-27T12:28:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00100:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00100\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":223,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00100/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00100\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00100","actor":"rep_09","timestamp":"2026-02-27T12:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00100:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00100\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":203,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00100\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00100","actor":"rep_09","timestamp":"2026-02-27T12:49:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00100:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":68,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00100","actor":"rep_09","timestamp":"2026-02-27T12:43:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00100:04","content":"Drafted executive opportunity summary for Vertex Cyber ($432k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":353,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00100","actor":"rep_09","timestamp":"2026-02-27T12:44:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00100:05","content":"Salesforce Opportunity #crm_00100 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00100\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":233,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00100\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00100\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00100","actor":"rep_09","timestamp":"2026-02-27T12:49:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00100:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":131,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00100\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00100","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00100","actor":"rep_09","timestamp":"2026-02-27T13:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00100:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00100)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00100\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":260,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00100\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00101","actor":"rep_09","actor_name":"Elena Rostova","company":"OmniChannel Inc","opened_at":"2026-02-20T04:03:00.000Z","closed_at":"2026-02-20T04:38:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($164k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00101","actor":"rep_09","timestamp":"2026-02-20T04:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00101:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($164k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":169,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$164k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00101","actor":"rep_09","timestamp":"2026-02-20T04:10:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00101:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00101\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":274,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00101/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00101\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00101","actor":"rep_09","timestamp":"2026-02-20T04:19:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00101:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00101\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":254,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00101\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00101","actor":"rep_09","timestamp":"2026-02-20T04:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00101:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":162,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00101","actor":"rep_09","timestamp":"2026-02-20T04:27:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00101:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($227k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":307,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00101","actor":"rep_09","timestamp":"2026-02-20T04:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00101:05","content":"Salesforce Opportunity #crm_00101 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00101\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":261,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00101\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00101\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00101","actor":"rep_09","timestamp":"2026-02-20T04:33:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00101:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":106,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00101\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00101","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00101","actor":"rep_09","timestamp":"2026-02-20T04:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00101:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00101)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00101\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":265,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00101\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00102","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-01-28T02:54:00.000Z","closed_at":"2026-01-28T03:50:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($446k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00102","actor":"rep_09","timestamp":"2026-01-28T02:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00102:00","content":"Operational trigger received from salesforce for Stripe Technologies ($446k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":118,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$446k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00102","actor":"rep_09","timestamp":"2026-01-28T02:57:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00102:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00102\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":190,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00102/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00102\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00102","actor":"rep_09","timestamp":"2026-01-28T03:16:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00102:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00102\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":215,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00102\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00102","actor":"rep_09","timestamp":"2026-01-28T03:15:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00102:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":260,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00102","actor":"rep_09","timestamp":"2026-01-28T03:06:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00102:04","content":"Drafted executive opportunity summary for Stripe Technologies ($464k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":267,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00102","actor":"rep_09","timestamp":"2026-01-28T03:19:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00102:05","content":"Salesforce Opportunity #crm_00102 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00102\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":211,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00102\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00102\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00102","actor":"rep_09","timestamp":"2026-01-28T03:12:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00102:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":141,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00102\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00102","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00102","actor":"rep_09","timestamp":"2026-01-28T03:50:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00102:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00102)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00102\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":207,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00102\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00103","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-01-25T14:45:00.000Z","closed_at":"2026-01-25T15:34:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($201k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00103","actor":"rep_01","timestamp":"2026-01-25T14:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00103:00","content":"Operational trigger received from salesforce for CloudScale Data ($201k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":148,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$201k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00103","actor":"rep_01","timestamp":"2026-01-25T14:56:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00103:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00103\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":267,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00103/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00103\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00103","actor":"rep_01","timestamp":"2026-01-25T14:55:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00103:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00103\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":319,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00103\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00103","actor":"rep_01","timestamp":"2026-01-25T14:57:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00103:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":198,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00103","actor":"rep_01","timestamp":"2026-01-25T15:17:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00103:04","content":"Drafted executive opportunity summary for CloudScale Data ($209k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":141,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00103","actor":"rep_01","timestamp":"2026-01-25T15:00:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00103:05","content":"Salesforce Opportunity #crm_00103 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00103\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":297,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00103\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00103\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00103","actor":"rep_01","timestamp":"2026-01-25T15:09:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00103:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":148,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00103\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00103","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00103","actor":"rep_01","timestamp":"2026-01-25T15:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00103:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00103)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00103\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00103\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00104","actor":"rep_09","actor_name":"Elena Rostova","company":"Nexus AI","opened_at":"2026-03-17T11:20:00.000Z","closed_at":"2026-03-17T12:30:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($179k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00104","actor":"rep_09","timestamp":"2026-03-17T11:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00104:00","content":"Operational trigger received from salesforce for Nexus AI ($179k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$179k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00104","actor":"rep_09","timestamp":"2026-03-17T11:30:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00104:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00104\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":327,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00104/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00104\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00104","actor":"rep_09","timestamp":"2026-03-17T11:32:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00104:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00104\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":398,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00104\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00104","actor":"rep_09","timestamp":"2026-03-17T11:50:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00104:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":181,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00104","actor":"rep_09","timestamp":"2026-03-17T11:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00104:04","content":"Drafted executive opportunity summary for Nexus AI ($52k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":166,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00104","actor":"rep_09","timestamp":"2026-03-17T11:50:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00104:05","content":"Salesforce Opportunity #crm_00104 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00104\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":314,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00104\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00104\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00104","actor":"rep_09","timestamp":"2026-03-17T12:14:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00104:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":117,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00104\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00104","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00104","actor":"rep_09","timestamp":"2026-03-17T12:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00104:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00104)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00104\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00104\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00105","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-02-23T05:40:00.000Z","closed_at":"2026-02-23T06:36:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($104k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00105","actor":"rep_32","timestamp":"2026-02-23T05:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00105:00","content":"Operational trigger received from salesforce for Meridian Logistics ($104k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":177,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$104k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00105","actor":"rep_32","timestamp":"2026-02-23T05:51:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00105:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00105\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":363,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00105/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00105\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00105","actor":"rep_32","timestamp":"2026-02-23T05:52:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00105:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00105\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":323,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00105\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00105","actor":"rep_32","timestamp":"2026-02-23T06:10:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00105:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":160,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00105","actor":"rep_32","timestamp":"2026-02-23T05:56:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00105:04","content":"Drafted executive opportunity summary for Meridian Logistics ($209k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":173,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00105","actor":"rep_32","timestamp":"2026-02-23T06:10:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00105:05","content":"Salesforce Opportunity #crm_00105 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00105\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":188,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00105\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00105\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00105","actor":"rep_32","timestamp":"2026-02-23T05:58:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00105:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":214,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00105\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00105","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00105","actor":"rep_32","timestamp":"2026-02-23T06:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00105:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00105)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00105\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":124,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00105\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00106","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-01-03T03:36:00.000Z","closed_at":"2026-01-03T04:04:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($308k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00106","actor":"rep_19","timestamp":"2026-01-03T03:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00106:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($308k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":54,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$308k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00106","actor":"rep_19","timestamp":"2026-01-03T03:40:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00106:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00106\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":210,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00106/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00106\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00106","actor":"rep_19","timestamp":"2026-01-03T03:54:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00106:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00106\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":200,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00106\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00106","actor":"rep_19","timestamp":"2026-01-03T04:00:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00106:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":115,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00106","actor":"rep_19","timestamp":"2026-01-03T04:16:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00106:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($97k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":237,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00106","actor":"rep_19","timestamp":"2026-01-03T04:26:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00106:05","content":"Salesforce Opportunity #crm_00106 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00106\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":131,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00106\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00106\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00106","actor":"rep_19","timestamp":"2026-01-03T04:12:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00106:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":141,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00106\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00106","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00106","actor":"rep_19","timestamp":"2026-01-03T04:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00106:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00106)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00106\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":229,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00106\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00107","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-02-18T15:18:00.000Z","closed_at":"2026-02-18T16:35:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($106k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00107","actor":"rep_31","timestamp":"2026-02-18T15:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00107:00","content":"Operational trigger received from salesforce for Pinnacle Media ($106k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":156,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$106k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00107","actor":"rep_31","timestamp":"2026-02-18T15:27:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00107:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00107\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":321,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00107/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00107\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00107","actor":"rep_31","timestamp":"2026-02-18T15:36:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00107:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00107\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":232,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00107\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00107","actor":"rep_31","timestamp":"2026-02-18T15:39:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00107:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":181,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00107","actor":"rep_31","timestamp":"2026-02-18T15:54:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00107:04","content":"Drafted executive opportunity summary for Pinnacle Media ($437k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":256,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00107","actor":"rep_31","timestamp":"2026-02-18T15:48:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00107:05","content":"Salesforce Opportunity #crm_00107 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00107\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":155,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00107\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00107\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00107","actor":"rep_31","timestamp":"2026-02-18T15:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00107:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":219,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00107\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00107","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00107","actor":"rep_31","timestamp":"2026-02-18T16:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00107:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00107)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00107\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":187,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00107\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00108","actor":"rep_20","actor_name":"Maya Patel","company":"OmniChannel Inc","opened_at":"2026-03-26T20:00:00.000Z","closed_at":"2026-03-26T21:10:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($443k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00108","actor":"rep_20","timestamp":"2026-03-26T20:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00108:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($443k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$443k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00108","actor":"rep_20","timestamp":"2026-03-26T20:11:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00108:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00108\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":252,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00108/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00108\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00108","actor":"rep_20","timestamp":"2026-03-26T20:20:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00108:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00108\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":333,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00108\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00108","actor":"rep_20","timestamp":"2026-03-26T20:18:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00108:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":81,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00108","actor":"rep_20","timestamp":"2026-03-26T20:24:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00108:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($175k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":268,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00108","actor":"rep_20","timestamp":"2026-03-26T20:20:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00108:05","content":"Salesforce Opportunity #crm_00108 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00108\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":174,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00108\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00108\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00108","actor":"rep_20","timestamp":"2026-03-26T20:18:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00108:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":262,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00108\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00108","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00108","actor":"rep_20","timestamp":"2026-03-26T21:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00108:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00108)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00108\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":72,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00108\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00109","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-02-17T18:26:00.000Z","closed_at":"2026-02-17T19:08:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($62k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00109","actor":"rep_19","timestamp":"2026-02-17T18:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00109:00","content":"Operational trigger received from salesforce for Beacon Energy ($62k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":180,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$62k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00109","actor":"rep_19","timestamp":"2026-02-17T18:29:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00109:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00109\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":358,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00109/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00109\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00109","actor":"rep_19","timestamp":"2026-02-17T18:46:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00109:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00109\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":254,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00109\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00109","actor":"rep_19","timestamp":"2026-02-17T18:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00109:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":281,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00109","actor":"rep_19","timestamp":"2026-02-17T18:50:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00109:04","content":"Drafted executive opportunity summary for Beacon Energy ($218k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":362,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00109","actor":"rep_19","timestamp":"2026-02-17T18:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00109:05","content":"Salesforce Opportunity #crm_00109 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00109\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":319,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00109\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00109\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00109","actor":"rep_19","timestamp":"2026-02-17T19:14:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00109:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":295,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00109\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00109","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00109","actor":"rep_19","timestamp":"2026-02-17T19:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00109:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00109)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00109\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":214,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00109\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00110","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-01-18T01:19:00.000Z","closed_at":"2026-01-18T02:01:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($284k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00110","actor":"rep_09","timestamp":"2026-01-18T01:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00110:00","content":"Operational trigger received from salesforce for Stripe Technologies ($284k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":164,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$284k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00110","actor":"rep_09","timestamp":"2026-01-18T01:28:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00110:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00110\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":203,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00110/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00110\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00110","actor":"rep_09","timestamp":"2026-01-18T01:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00110:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00110\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":220,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00110\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00110","actor":"rep_09","timestamp":"2026-01-18T01:52:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00110:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":267,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00110","actor":"rep_09","timestamp":"2026-01-18T01:43:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00110:04","content":"Drafted executive opportunity summary for Stripe Technologies ($201k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":238,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00110","actor":"rep_09","timestamp":"2026-01-18T02:14:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00110:05","content":"Salesforce Opportunity #crm_00110 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00110\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":171,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00110\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00110\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00110","actor":"rep_09","timestamp":"2026-01-18T01:37:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00110:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":318,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00110\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00110","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00110","actor":"rep_09","timestamp":"2026-01-18T02:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00110:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00110)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00110\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":78,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00110\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00111","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-03-21T15:38:00.000Z","closed_at":"2026-03-21T16:27:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($378k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00111","actor":"rep_11","timestamp":"2026-03-21T15:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00111:00","content":"Operational trigger received from salesforce for Meridian Logistics ($378k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$378k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00111","actor":"rep_11","timestamp":"2026-03-21T15:47:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00111:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00111\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":195,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00111/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00111\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00111","actor":"rep_11","timestamp":"2026-03-21T15:50:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00111:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00111\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":212,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00111\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00111","actor":"rep_11","timestamp":"2026-03-21T15:47:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00111:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":146,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00111","actor":"rep_11","timestamp":"2026-03-21T16:22:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00111:04","content":"Drafted executive opportunity summary for Meridian Logistics ($108k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":233,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00111","actor":"rep_11","timestamp":"2026-03-21T16:28:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00111:05","content":"Salesforce Opportunity #crm_00111 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00111\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":143,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00111\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00111\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00111","actor":"rep_11","timestamp":"2026-03-21T16:02:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00111:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":228,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00111\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00111","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00111","actor":"rep_11","timestamp":"2026-03-21T16:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00111:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00111)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00111\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":227,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00111\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00112","actor":"rep_06","actor_name":"Marcus Vance","company":"Beacon Energy","opened_at":"2026-01-03T10:08:00.000Z","closed_at":"2026-01-03T11:18:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($247k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00112","actor":"rep_06","timestamp":"2026-01-03T10:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00112:00","content":"Operational trigger received from salesforce for Beacon Energy ($247k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":72,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$247k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00112","actor":"rep_06","timestamp":"2026-01-03T10:14:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00112:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00112\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":296,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00112/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00112\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00112","actor":"rep_06","timestamp":"2026-01-03T10:18:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00112:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00112\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":306,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00112\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00112","actor":"rep_06","timestamp":"2026-01-03T10:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00112:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":65,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00112","actor":"rep_06","timestamp":"2026-01-03T10:24:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00112:04","content":"Drafted executive opportunity summary for Beacon Energy ($254k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":254,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00112","actor":"rep_06","timestamp":"2026-01-03T10:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00112:05","content":"Salesforce Opportunity #crm_00112 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00112\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":154,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00112\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00112\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00112","actor":"rep_06","timestamp":"2026-01-03T11:14:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00112:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":311,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00112\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00112","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00112","actor":"rep_06","timestamp":"2026-01-03T11:18:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00112:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00112)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00112\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":119,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00112\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00113","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-01-12T23:05:00.000Z","closed_at":"2026-01-12T23:40:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($425k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00113","actor":"rep_06","timestamp":"2026-01-12T23:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00113:00","content":"Operational trigger received from salesforce for Apex Retail Group ($425k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$425k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00113","actor":"rep_06","timestamp":"2026-01-12T23:14:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00113:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00113\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":225,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00113/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00113\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00113","actor":"rep_06","timestamp":"2026-01-12T23:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00113:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00113\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":285,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00113\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00113","actor":"rep_06","timestamp":"2026-01-12T23:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00113:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":46,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00113","actor":"rep_06","timestamp":"2026-01-12T23:17:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00113:04","content":"Drafted executive opportunity summary for Apex Retail Group ($66k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":333,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00113","actor":"rep_06","timestamp":"2026-01-12T23:50:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00113:05","content":"Salesforce Opportunity #crm_00113 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00113\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":258,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00113\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00113\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00113","actor":"rep_06","timestamp":"2026-01-12T23:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00113:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":150,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00113\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00113","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00113","actor":"rep_06","timestamp":"2026-01-12T23:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00113:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00113)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00113\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":102,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00113\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00114","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-02-03T16:54:00.000Z","closed_at":"2026-02-03T17:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($161k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00114","actor":"rep_20","timestamp":"2026-02-03T16:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00114:00","content":"Operational trigger received from salesforce for Vertex Cyber ($161k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$161k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00114","actor":"rep_20","timestamp":"2026-02-03T17:02:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00114:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00114\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":141,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00114/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00114\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00114","actor":"rep_20","timestamp":"2026-02-03T17:00:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00114:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00114\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":213,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00114\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00114","actor":"rep_20","timestamp":"2026-02-03T17:24:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00114:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":156,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00114","actor":"rep_20","timestamp":"2026-02-03T17:34:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00114:04","content":"Drafted executive opportunity summary for Vertex Cyber ($124k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":286,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00114","actor":"rep_20","timestamp":"2026-02-03T17:39:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00114:05","content":"Salesforce Opportunity #crm_00114 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00114\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":173,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00114\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00114\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00114","actor":"rep_20","timestamp":"2026-02-03T17:24:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00114:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":255,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00114\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00114","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00114","actor":"rep_20","timestamp":"2026-02-03T17:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00114:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00114)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00114\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00114\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00115","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-02-18T12:11:00.000Z","closed_at":"2026-02-18T13:00:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($257k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00115","actor":"rep_25","timestamp":"2026-02-18T12:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00115:00","content":"Operational trigger received from salesforce for Apex Retail Group ($257k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":103,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$257k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00115","actor":"rep_25","timestamp":"2026-02-18T12:16:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00115:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00115\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":220,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00115/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00115\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00115","actor":"rep_25","timestamp":"2026-02-18T12:17:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00115:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00115\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":388,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00115\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00115","actor":"rep_25","timestamp":"2026-02-18T12:38:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00115:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":101,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00115","actor":"rep_25","timestamp":"2026-02-18T12:31:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00115:04","content":"Drafted executive opportunity summary for Apex Retail Group ($392k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":362,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00115","actor":"rep_25","timestamp":"2026-02-18T12:26:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00115:05","content":"Salesforce Opportunity #crm_00115 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00115\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":161,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00115\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00115\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00115","actor":"rep_25","timestamp":"2026-02-18T12:41:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00115:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":121,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00115\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00115","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00115","actor":"rep_25","timestamp":"2026-02-18T13:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00115:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00115)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00115\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":163,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00115\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00116","actor":"rep_19","actor_name":"James Wilson","company":"Vertex Cyber","opened_at":"2026-01-22T09:18:00.000Z","closed_at":"2026-01-22T10:21:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($443k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00116","actor":"rep_19","timestamp":"2026-01-22T09:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00116:00","content":"Operational trigger received from salesforce for Vertex Cyber ($443k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":136,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$443k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00116","actor":"rep_19","timestamp":"2026-01-22T09:29:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00116:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00116\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":226,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00116/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00116\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00116","actor":"rep_19","timestamp":"2026-01-22T09:28:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00116:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00116\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":181,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00116\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00116","actor":"rep_19","timestamp":"2026-01-22T09:48:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00116:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":261,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00116","actor":"rep_19","timestamp":"2026-01-22T10:02:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00116:04","content":"Drafted executive opportunity summary for Vertex Cyber ($406k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":141,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00116","actor":"rep_19","timestamp":"2026-01-22T09:48:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00116:05","content":"Salesforce Opportunity #crm_00116 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00116\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":248,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00116\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00116\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00116","actor":"rep_19","timestamp":"2026-01-22T09:36:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00116:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":271,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00116\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00116","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00116","actor":"rep_19","timestamp":"2026-01-22T10:21:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00116:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00116)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00116\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":57,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00116\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00117","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-03-28T00:15:00.000Z","closed_at":"2026-03-28T01:32:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($225k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00117","actor":"rep_14","timestamp":"2026-03-28T00:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00117:00","content":"Operational trigger received from salesforce for NovaBio Labs ($225k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":236,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$225k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00117","actor":"rep_14","timestamp":"2026-03-28T00:24:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00117:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00117\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":192,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00117/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00117\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00117","actor":"rep_14","timestamp":"2026-03-28T00:37:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00117:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00117\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":352,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00117\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00117","actor":"rep_14","timestamp":"2026-03-28T00:39:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00117:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":124,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00117","actor":"rep_14","timestamp":"2026-03-28T00:47:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00117:04","content":"Drafted executive opportunity summary for NovaBio Labs ($459k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":286,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00117","actor":"rep_14","timestamp":"2026-03-28T01:05:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00117:05","content":"Salesforce Opportunity #crm_00117 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00117\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":198,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00117\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00117\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00117","actor":"rep_14","timestamp":"2026-03-28T01:15:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00117:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":313,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00117\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00117","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00117","actor":"rep_14","timestamp":"2026-03-28T01:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00117:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00117)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00117\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":228,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00117\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00118","actor":"rep_11","actor_name":"David Kim","company":"Aura Therapeutics","opened_at":"2026-01-22T08:33:00.000Z","closed_at":"2026-01-22T09:36:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($359k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00118","actor":"rep_11","timestamp":"2026-01-22T08:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00118:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($359k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":72,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$359k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00118","actor":"rep_11","timestamp":"2026-01-22T08:43:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00118:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00118\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":161,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00118/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00118\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00118","actor":"rep_11","timestamp":"2026-01-22T08:45:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00118:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00118\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":339,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00118\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00118","actor":"rep_11","timestamp":"2026-01-22T08:51:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00118:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":62,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00118","actor":"rep_11","timestamp":"2026-01-22T09:05:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00118:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($320k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":275,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00118","actor":"rep_11","timestamp":"2026-01-22T08:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00118:05","content":"Salesforce Opportunity #crm_00118 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00118\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":272,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00118\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00118\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00118","actor":"rep_11","timestamp":"2026-01-22T08:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00118:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":283,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00118\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00118","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00118","actor":"rep_11","timestamp":"2026-01-22T09:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00118:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00118)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00118\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":69,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00118\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00119","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-02-19T04:40:00.000Z","closed_at":"2026-02-19T05:43:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($459k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00119","actor":"rep_14","timestamp":"2026-02-19T04:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00119:00","content":"Operational trigger received from salesforce for NovaBio Labs ($459k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$459k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00119","actor":"rep_14","timestamp":"2026-02-19T04:46:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00119:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00119\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":142,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00119/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00119\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00119","actor":"rep_14","timestamp":"2026-02-19T04:48:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00119:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00119\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":364,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00119\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00119","actor":"rep_14","timestamp":"2026-02-19T05:01:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00119:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":171,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00119","actor":"rep_14","timestamp":"2026-02-19T04:56:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00119:04","content":"Drafted executive opportunity summary for NovaBio Labs ($290k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":237,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00119","actor":"rep_14","timestamp":"2026-02-19T04:55:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00119:05","content":"Salesforce Opportunity #crm_00119 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00119\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":201,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00119\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00119\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00119","actor":"rep_14","timestamp":"2026-02-19T05:04:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00119:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":258,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00119\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00119","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00119","actor":"rep_14","timestamp":"2026-02-19T05:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00119:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00119)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00119\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":202,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00119\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00120","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-01-16T08:25:00.000Z","closed_at":"2026-01-16T09:35:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($205k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00120","actor":"rep_32","timestamp":"2026-01-16T08:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00120:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($205k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$205k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00120","actor":"rep_32","timestamp":"2026-01-16T08:32:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00120:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00120\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":256,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00120/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00120\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00120","actor":"rep_32","timestamp":"2026-01-16T08:41:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00120:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00120\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":368,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00120\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00120","actor":"rep_32","timestamp":"2026-01-16T08:49:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00120:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":63,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00120","actor":"rep_32","timestamp":"2026-01-16T09:05:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00120:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($248k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":225,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00120","actor":"rep_32","timestamp":"2026-01-16T09:10:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00120:05","content":"Salesforce Opportunity #crm_00120 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00120\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":220,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00120\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00120\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00120","actor":"rep_32","timestamp":"2026-01-16T09:19:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00120:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":175,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00120\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00120","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00120","actor":"rep_32","timestamp":"2026-01-16T09:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00120:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00120)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00120\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":158,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00120\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00121","actor":"rep_14","actor_name":"Rachel Adams","company":"Vanguard Financial","opened_at":"2026-03-14T10:56:00.000Z","closed_at":"2026-03-14T11:17:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($156k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00121","actor":"rep_14","timestamp":"2026-03-14T10:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00121:00","content":"Operational trigger received from salesforce for Vanguard Financial ($156k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$156k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00121","actor":"rep_14","timestamp":"2026-03-14T11:01:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00121:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00121\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":277,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00121/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00121\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00121","actor":"rep_14","timestamp":"2026-03-14T11:08:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00121:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00121\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":344,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00121\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00121","actor":"rep_14","timestamp":"2026-03-14T11:23:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00121:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":274,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00121","actor":"rep_14","timestamp":"2026-03-14T11:28:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00121:04","content":"Drafted executive opportunity summary for Vanguard Financial ($173k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":368,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00121","actor":"rep_14","timestamp":"2026-03-14T11:11:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00121:05","content":"Salesforce Opportunity #crm_00121 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00121\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":176,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00121\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00121\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00121","actor":"rep_14","timestamp":"2026-03-14T11:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00121:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":255,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00121\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00121","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00121","actor":"rep_14","timestamp":"2026-03-14T11:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00121:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00121)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00121\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":212,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00121\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00122","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vanguard Financial","opened_at":"2026-02-21T04:23:00.000Z","closed_at":"2026-02-21T05:05:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($383k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00122","actor":"rep_37","timestamp":"2026-02-21T04:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00122:00","content":"Operational trigger received from salesforce for Vanguard Financial ($383k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":100,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$383k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00122","actor":"rep_37","timestamp":"2026-02-21T04:26:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00122:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00122\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":297,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00122/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00122\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00122","actor":"rep_37","timestamp":"2026-02-21T04:33:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00122:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00122\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":238,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00122\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00122","actor":"rep_37","timestamp":"2026-02-21T04:56:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00122:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":270,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00122","actor":"rep_37","timestamp":"2026-02-21T04:59:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00122:04","content":"Drafted executive opportunity summary for Vanguard Financial ($422k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":360,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00122","actor":"rep_37","timestamp":"2026-02-21T04:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00122:05","content":"Salesforce Opportunity #crm_00122 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00122\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":169,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00122\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00122\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00122","actor":"rep_37","timestamp":"2026-02-21T05:17:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00122:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":309,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00122\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00122","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00122","actor":"rep_37","timestamp":"2026-02-21T05:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00122:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00122)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00122\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":116,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00122\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00123","actor":"rep_19","actor_name":"James Wilson","company":"Vertex Cyber","opened_at":"2026-02-26T17:55:00.000Z","closed_at":"2026-02-26T18:44:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($335k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00123","actor":"rep_19","timestamp":"2026-02-26T17:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00123:00","content":"Operational trigger received from salesforce for Vertex Cyber ($335k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":210,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$335k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00123","actor":"rep_19","timestamp":"2026-02-26T17:59:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00123:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00123\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":245,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00123/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00123\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00123","actor":"rep_19","timestamp":"2026-02-26T18:11:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00123:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00123\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":317,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00123\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00123","actor":"rep_19","timestamp":"2026-02-26T18:04:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00123:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":63,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00123","actor":"rep_19","timestamp":"2026-02-26T18:15:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00123:04","content":"Drafted executive opportunity summary for Vertex Cyber ($353k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":174,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00123","actor":"rep_19","timestamp":"2026-02-26T18:25:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00123:05","content":"Salesforce Opportunity #crm_00123 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00123\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":331,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00123\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00123\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00123","actor":"rep_19","timestamp":"2026-02-26T18:49:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00123:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":174,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00123\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00123","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00123","actor":"rep_19","timestamp":"2026-02-26T18:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00123:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00123)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00123\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":208,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00123\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00124","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-03-13T01:52:00.000Z","closed_at":"2026-03-13T02:48:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($80k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00124","actor":"rep_20","timestamp":"2026-03-13T01:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00124:00","content":"Operational trigger received from salesforce for Catalyst Software ($80k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":68,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$80k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00124","actor":"rep_20","timestamp":"2026-03-13T02:00:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00124:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00124\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":182,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00124/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00124\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00124","actor":"rep_20","timestamp":"2026-03-13T02:12:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00124:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00124\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":262,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00124\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00124","actor":"rep_20","timestamp":"2026-03-13T02:10:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00124:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":277,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00124","actor":"rep_20","timestamp":"2026-03-13T02:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00124:04","content":"Drafted executive opportunity summary for Catalyst Software ($464k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":223,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00124","actor":"rep_20","timestamp":"2026-03-13T02:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00124:05","content":"Salesforce Opportunity #crm_00124 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00124\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":324,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00124\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00124\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00124","actor":"rep_20","timestamp":"2026-03-13T02:40:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00124:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":115,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00124\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00124","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00124","actor":"rep_20","timestamp":"2026-03-13T02:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00124:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00124)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00124\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":196,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00124\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00125","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-03-17T08:26:00.000Z","closed_at":"2026-03-17T08:47:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($206k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00125","actor":"rep_19","timestamp":"2026-03-17T08:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00125:00","content":"Operational trigger received from salesforce for Acme Health Systems ($206k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":213,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$206k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00125","actor":"rep_19","timestamp":"2026-03-17T08:29:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00125:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00125\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":188,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00125/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00125\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00125","actor":"rep_19","timestamp":"2026-03-17T08:40:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00125:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00125\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":192,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00125\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00125","actor":"rep_19","timestamp":"2026-03-17T08:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00125:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":85,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00125","actor":"rep_19","timestamp":"2026-03-17T09:06:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00125:04","content":"Drafted executive opportunity summary for Acme Health Systems ($67k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":324,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00125","actor":"rep_19","timestamp":"2026-03-17T08:56:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00125:05","content":"Salesforce Opportunity #crm_00125 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00125\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":283,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00125\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00125\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00125","actor":"rep_19","timestamp":"2026-03-17T08:44:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00125:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":249,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00125\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00125","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00125","actor":"rep_19","timestamp":"2026-03-17T08:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00125:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00125)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00125\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":244,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00125\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00126","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-03-06T20:03:00.000Z","closed_at":"2026-03-06T20:52:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($157k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00126","actor":"rep_11","timestamp":"2026-03-06T20:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00126:00","content":"Operational trigger received from salesforce for Meridian Logistics ($157k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$157k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00126","actor":"rep_11","timestamp":"2026-03-06T20:11:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00126:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00126\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":308,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00126/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00126\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00126","actor":"rep_11","timestamp":"2026-03-06T20:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00126:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00126\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":203,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00126\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00126","actor":"rep_11","timestamp":"2026-03-06T20:15:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00126:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":86,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00126","actor":"rep_11","timestamp":"2026-03-06T20:23:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00126:04","content":"Drafted executive opportunity summary for Meridian Logistics ($60k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":211,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00126","actor":"rep_11","timestamp":"2026-03-06T20:23:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00126:05","content":"Salesforce Opportunity #crm_00126 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00126\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":329,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00126\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00126\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00126","actor":"rep_11","timestamp":"2026-03-06T20:39:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00126:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":258,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00126\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00126","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00126","actor":"rep_11","timestamp":"2026-03-06T20:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00126:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00126)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00126\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":80,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00126\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00127","actor":"rep_11","actor_name":"David Kim","company":"Aura Therapeutics","opened_at":"2026-02-21T15:19:00.000Z","closed_at":"2026-02-21T15:54:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($142k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00127","actor":"rep_11","timestamp":"2026-02-21T15:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00127:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($142k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$142k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00127","actor":"rep_11","timestamp":"2026-02-21T15:24:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00127:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00127\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":204,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00127/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00127\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00127","actor":"rep_11","timestamp":"2026-02-21T15:25:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00127:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00127\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":285,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00127\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00127","actor":"rep_11","timestamp":"2026-02-21T15:46:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00127:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":236,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00127","actor":"rep_11","timestamp":"2026-02-21T15:39:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00127:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($233k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":355,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00127","actor":"rep_11","timestamp":"2026-02-21T15:49:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00127:05","content":"Salesforce Opportunity #crm_00127 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00127\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":144,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00127\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00127\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00127","actor":"rep_11","timestamp":"2026-02-21T16:19:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00127:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":150,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00127\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00127","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00127","actor":"rep_11","timestamp":"2026-02-21T15:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00127:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00127)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00127\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00127\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00128","actor":"rep_32","actor_name":"Liam O'Connor","company":"NovaBio Labs","opened_at":"2026-01-27T08:12:00.000Z","closed_at":"2026-01-27T08:47:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($333k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00128","actor":"rep_32","timestamp":"2026-01-27T08:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00128:00","content":"Operational trigger received from salesforce for NovaBio Labs ($333k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":218,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$333k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00128","actor":"rep_32","timestamp":"2026-01-27T08:16:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00128:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00128\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":301,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00128/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00128\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00128","actor":"rep_32","timestamp":"2026-01-27T08:18:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00128:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00128\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":375,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00128\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00128","actor":"rep_32","timestamp":"2026-01-27T08:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00128:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":169,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00128","actor":"rep_32","timestamp":"2026-01-27T08:48:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00128:04","content":"Drafted executive opportunity summary for NovaBio Labs ($94k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":245,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00128","actor":"rep_32","timestamp":"2026-01-27T08:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00128:05","content":"Salesforce Opportunity #crm_00128 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00128\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":280,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00128\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00128\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00128","actor":"rep_32","timestamp":"2026-01-27T09:06:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00128:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":132,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00128\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00128","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00128","actor":"rep_32","timestamp":"2026-01-27T08:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00128:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00128)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00128\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":209,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00128\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00129","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-01-24T11:24:00.000Z","closed_at":"2026-01-24T11:52:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($452k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00129","actor":"rep_14","timestamp":"2026-01-24T11:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00129:00","content":"Operational trigger received from salesforce for Sentinel Networks ($452k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":104,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$452k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00129","actor":"rep_14","timestamp":"2026-01-24T11:32:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00129:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00129\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":362,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00129/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00129\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00129","actor":"rep_14","timestamp":"2026-01-24T11:46:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00129:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00129\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":308,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00129\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00129","actor":"rep_14","timestamp":"2026-01-24T11:57:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00129:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":271,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00129","actor":"rep_14","timestamp":"2026-01-24T12:04:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00129:04","content":"Drafted executive opportunity summary for Sentinel Networks ($375k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":234,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00129","actor":"rep_14","timestamp":"2026-01-24T12:09:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00129:05","content":"Salesforce Opportunity #crm_00129 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00129\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":168,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00129\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00129\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00129","actor":"rep_14","timestamp":"2026-01-24T12:12:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00129:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":134,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00129\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00129","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00129","actor":"rep_14","timestamp":"2026-01-24T11:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00129:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00129)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00129\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":269,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00129\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00130","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-16T02:29:00.000Z","closed_at":"2026-01-16T03:18:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($266k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00130","actor":"rep_20","timestamp":"2026-01-16T02:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00130:00","content":"Operational trigger received from salesforce for Apex Retail Group ($266k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$266k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00130","actor":"rep_20","timestamp":"2026-01-16T02:39:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00130:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00130\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":137,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00130/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00130\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00130","actor":"rep_20","timestamp":"2026-01-16T02:45:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00130:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00130\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":273,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00130\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00130","actor":"rep_20","timestamp":"2026-01-16T02:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00130:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":217,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00130","actor":"rep_20","timestamp":"2026-01-16T02:49:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00130:04","content":"Drafted executive opportunity summary for Apex Retail Group ($441k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":266,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00130","actor":"rep_20","timestamp":"2026-01-16T02:59:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00130:05","content":"Salesforce Opportunity #crm_00130 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00130\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":132,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00130\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00130\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00130","actor":"rep_20","timestamp":"2026-01-16T03:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00130:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":295,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00130\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00130","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00130","actor":"rep_20","timestamp":"2026-01-16T03:18:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00130:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00130)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00130\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00130\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00131","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-02-21T19:53:00.000Z","closed_at":"2026-02-21T20:35:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($240k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00131","actor":"rep_09","timestamp":"2026-02-21T19:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00131:00","content":"Operational trigger received from salesforce for Catalyst Software ($240k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$240k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00131","actor":"rep_09","timestamp":"2026-02-21T20:03:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00131:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00131\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":225,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00131/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00131\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00131","actor":"rep_09","timestamp":"2026-02-21T20:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00131:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00131\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":396,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00131\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00131","actor":"rep_09","timestamp":"2026-02-21T20:11:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00131:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":131,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00131","actor":"rep_09","timestamp":"2026-02-21T20:17:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00131:04","content":"Drafted executive opportunity summary for Catalyst Software ($337k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":329,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00131","actor":"rep_09","timestamp":"2026-02-21T20:13:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00131:05","content":"Salesforce Opportunity #crm_00131 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00131\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":190,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00131\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00131\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00131","actor":"rep_09","timestamp":"2026-02-21T20:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00131:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":174,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00131\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00131","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00131","actor":"rep_09","timestamp":"2026-02-21T20:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00131:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00131)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00131\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":146,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00131\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00132","actor":"rep_31","actor_name":"Aisha Taylor","company":"CloudScale Data","opened_at":"2026-03-01T06:49:00.000Z","closed_at":"2026-03-01T07:59:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($137k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00132","actor":"rep_31","timestamp":"2026-03-01T06:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00132:00","content":"Operational trigger received from salesforce for CloudScale Data ($137k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":153,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$137k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00132","actor":"rep_31","timestamp":"2026-03-01T06:55:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00132:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00132\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":192,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00132/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00132\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00132","actor":"rep_31","timestamp":"2026-03-01T06:55:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00132:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00132\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":212,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00132\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00132","actor":"rep_31","timestamp":"2026-03-01T07:07:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00132:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":68,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00132","actor":"rep_31","timestamp":"2026-03-01T07:09:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00132:04","content":"Drafted executive opportunity summary for CloudScale Data ($395k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":242,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00132","actor":"rep_31","timestamp":"2026-03-01T07:09:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00132:05","content":"Salesforce Opportunity #crm_00132 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00132\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":111,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00132\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00132\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00132","actor":"rep_31","timestamp":"2026-03-01T07:37:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00132:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":241,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00132\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00132","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00132","actor":"rep_31","timestamp":"2026-03-01T07:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00132:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00132)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00132\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":209,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00132\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00133","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-03-15T06:20:00.000Z","closed_at":"2026-03-15T06:55:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($380k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00133","actor":"rep_09","timestamp":"2026-03-15T06:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00133:00","content":"Operational trigger received from salesforce for Acme Health Systems ($380k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$380k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00133","actor":"rep_09","timestamp":"2026-03-15T06:27:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00133:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00133\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":161,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00133/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00133\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00133","actor":"rep_09","timestamp":"2026-03-15T06:30:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00133:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00133\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":259,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00133\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00133","actor":"rep_09","timestamp":"2026-03-15T06:50:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00133:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":241,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00133","actor":"rep_09","timestamp":"2026-03-15T06:44:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00133:04","content":"Drafted executive opportunity summary for Acme Health Systems ($332k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":187,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00133","actor":"rep_09","timestamp":"2026-03-15T07:00:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00133:05","content":"Salesforce Opportunity #crm_00133 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00133\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":142,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00133\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00133\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00133","actor":"rep_09","timestamp":"2026-03-15T07:08:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00133:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":256,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00133\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00133","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00133","actor":"rep_09","timestamp":"2026-03-15T06:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00133:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00133)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00133\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00133\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00134","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-02-11T01:26:00.000Z","closed_at":"2026-02-11T01:47:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($393k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00134","actor":"rep_14","timestamp":"2026-02-11T01:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00134:00","content":"Operational trigger received from salesforce for Pinnacle Media ($393k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":148,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$393k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00134","actor":"rep_14","timestamp":"2026-02-11T01:32:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00134:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00134\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":283,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00134/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00134\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00134","actor":"rep_14","timestamp":"2026-02-11T01:46:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00134:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00134\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":345,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00134\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00134","actor":"rep_14","timestamp":"2026-02-11T01:35:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00134:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":142,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00134","actor":"rep_14","timestamp":"2026-02-11T01:46:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00134:04","content":"Drafted executive opportunity summary for Pinnacle Media ($359k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":170,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00134","actor":"rep_14","timestamp":"2026-02-11T02:21:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00134:05","content":"Salesforce Opportunity #crm_00134 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00134\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":320,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00134\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00134\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00134","actor":"rep_14","timestamp":"2026-02-11T02:26:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00134:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":134,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00134\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00134","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00134","actor":"rep_14","timestamp":"2026-02-11T01:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00134:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00134)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00134\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":122,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00134\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00135","actor":"rep_31","actor_name":"Aisha Taylor","company":"Stripe Technologies","opened_at":"2026-01-26T15:56:00.000Z","closed_at":"2026-01-26T16:24:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($460k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00135","actor":"rep_31","timestamp":"2026-01-26T15:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00135:00","content":"Operational trigger received from salesforce for Stripe Technologies ($460k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$460k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00135","actor":"rep_31","timestamp":"2026-01-26T16:05:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00135:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00135\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":223,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00135/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00135\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00135","actor":"rep_31","timestamp":"2026-01-26T16:16:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00135:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00135\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":359,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00135\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00135","actor":"rep_31","timestamp":"2026-01-26T16:08:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00135:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":198,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00135","actor":"rep_31","timestamp":"2026-01-26T16:40:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00135:04","content":"Drafted executive opportunity summary for Stripe Technologies ($119k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":187,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00135","actor":"rep_31","timestamp":"2026-01-26T16:11:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00135:05","content":"Salesforce Opportunity #crm_00135 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00135\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":299,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00135\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00135\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00135","actor":"rep_31","timestamp":"2026-01-26T16:32:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00135:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":321,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00135\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00135","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00135","actor":"rep_31","timestamp":"2026-01-26T16:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00135:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00135)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00135\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00135\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00136","actor":"rep_14","actor_name":"Rachel Adams","company":"Acme Health Systems","opened_at":"2026-02-06T12:11:00.000Z","closed_at":"2026-02-06T13:14:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($248k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00136","actor":"rep_14","timestamp":"2026-02-06T12:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00136:00","content":"Operational trigger received from salesforce for Acme Health Systems ($248k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":239,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$248k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00136","actor":"rep_14","timestamp":"2026-02-06T12:16:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00136:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00136\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":360,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00136/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00136\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00136","actor":"rep_14","timestamp":"2026-02-06T12:29:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00136:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00136\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":197,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00136\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00136","actor":"rep_14","timestamp":"2026-02-06T12:26:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00136:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":236,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00136","actor":"rep_14","timestamp":"2026-02-06T12:23:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00136:04","content":"Drafted executive opportunity summary for Acme Health Systems ($157k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":369,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00136","actor":"rep_14","timestamp":"2026-02-06T13:06:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00136:05","content":"Salesforce Opportunity #crm_00136 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00136\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":316,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00136\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00136\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00136","actor":"rep_14","timestamp":"2026-02-06T12:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00136:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":322,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00136\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00136","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00136","actor":"rep_14","timestamp":"2026-02-06T13:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00136:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00136)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00136\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00136\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00137","actor":"rep_25","actor_name":"Carlos Mendez","company":"Beacon Energy","opened_at":"2026-02-20T06:20:00.000Z","closed_at":"2026-02-20T06:55:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($263k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00137","actor":"rep_25","timestamp":"2026-02-20T06:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00137:00","content":"Operational trigger received from salesforce for Beacon Energy ($263k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":162,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$263k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00137","actor":"rep_25","timestamp":"2026-02-20T06:30:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00137:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00137\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":229,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00137/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00137\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00137","actor":"rep_25","timestamp":"2026-02-20T06:40:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00137:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00137\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":374,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00137\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00137","actor":"rep_25","timestamp":"2026-02-20T06:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00137:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":247,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00137","actor":"rep_25","timestamp":"2026-02-20T06:44:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00137:04","content":"Drafted executive opportunity summary for Beacon Energy ($285k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":310,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00137","actor":"rep_25","timestamp":"2026-02-20T06:55:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00137:05","content":"Salesforce Opportunity #crm_00137 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00137\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":293,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00137\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00137\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00137","actor":"rep_25","timestamp":"2026-02-20T06:50:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00137:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":104,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00137\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00137","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00137","actor":"rep_25","timestamp":"2026-02-20T06:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00137:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00137)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00137\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00137\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00138","actor":"rep_31","actor_name":"Aisha Taylor","company":"Stripe Technologies","opened_at":"2026-01-06T03:59:00.000Z","closed_at":"2026-01-06T04:55:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($172k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00138","actor":"rep_31","timestamp":"2026-01-06T03:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00138:00","content":"Operational trigger received from salesforce for Stripe Technologies ($172k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":217,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$172k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00138","actor":"rep_31","timestamp":"2026-01-06T04:05:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00138:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00138\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":262,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00138/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00138\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00138","actor":"rep_31","timestamp":"2026-01-06T04:21:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00138:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00138\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":301,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00138\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00138","actor":"rep_31","timestamp":"2026-01-06T04:23:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00138:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":215,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00138","actor":"rep_31","timestamp":"2026-01-06T04:15:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00138:04","content":"Drafted executive opportunity summary for Stripe Technologies ($72k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":147,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00138","actor":"rep_31","timestamp":"2026-01-06T04:54:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00138:05","content":"Salesforce Opportunity #crm_00138 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00138\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":159,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00138\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00138\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00138","actor":"rep_31","timestamp":"2026-01-06T04:47:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00138:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":107,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00138\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00138","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00138","actor":"rep_31","timestamp":"2026-01-06T04:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00138:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00138)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00138\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":231,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00138\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00139","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-01-27T21:09:00.000Z","closed_at":"2026-01-27T21:51:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($396k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00139","actor":"rep_32","timestamp":"2026-01-27T21:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00139:00","content":"Operational trigger received from salesforce for Pinnacle Media ($396k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":193,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$396k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00139","actor":"rep_32","timestamp":"2026-01-27T21:17:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00139:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00139\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":133,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00139/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00139\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00139","actor":"rep_32","timestamp":"2026-01-27T21:19:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00139:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00139\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":176,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00139\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00139","actor":"rep_32","timestamp":"2026-01-27T21:33:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00139:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":259,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00139","actor":"rep_32","timestamp":"2026-01-27T21:21:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00139:04","content":"Drafted executive opportunity summary for Pinnacle Media ($329k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":218,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00139","actor":"rep_32","timestamp":"2026-01-27T21:54:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00139:05","content":"Salesforce Opportunity #crm_00139 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00139\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":140,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00139\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00139\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00139","actor":"rep_32","timestamp":"2026-01-27T22:09:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00139:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":187,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00139\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00139","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00139","actor":"rep_32","timestamp":"2026-01-27T21:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00139:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00139)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00139\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":118,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00139\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00140","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-03-25T22:34:00.000Z","closed_at":"2026-03-25T23:09:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($239k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00140","actor":"rep_01","timestamp":"2026-03-25T22:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00140:00","content":"Operational trigger received from salesforce for CloudScale Data ($239k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":165,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$239k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00140","actor":"rep_01","timestamp":"2026-03-25T22:45:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00140:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00140\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":273,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00140/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00140\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00140","actor":"rep_01","timestamp":"2026-03-25T22:50:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00140:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00140\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":389,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00140\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00140","actor":"rep_01","timestamp":"2026-03-25T22:58:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00140:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":135,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00140","actor":"rep_01","timestamp":"2026-03-25T22:58:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00140:04","content":"Drafted executive opportunity summary for CloudScale Data ($405k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":184,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00140","actor":"rep_01","timestamp":"2026-03-25T22:54:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00140:05","content":"Salesforce Opportunity #crm_00140 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00140\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":306,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00140\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00140\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00140","actor":"rep_01","timestamp":"2026-03-25T23:16:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00140:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":285,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00140\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00140","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00140","actor":"rep_01","timestamp":"2026-03-25T23:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00140:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00140)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00140\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":126,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00140\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00141","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-03-10T12:17:00.000Z","closed_at":"2026-03-10T12:38:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($338k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00141","actor":"rep_06","timestamp":"2026-03-10T12:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00141:00","content":"Operational trigger received from salesforce for Pinnacle Media ($338k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":167,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$338k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00141","actor":"rep_06","timestamp":"2026-03-10T12:27:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00141:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00141\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":131,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00141/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00141\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00141","actor":"rep_06","timestamp":"2026-03-10T12:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00141:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00141\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":346,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00141\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00141","actor":"rep_06","timestamp":"2026-03-10T12:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00141:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":236,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00141","actor":"rep_06","timestamp":"2026-03-10T12:33:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00141:04","content":"Drafted executive opportunity summary for Pinnacle Media ($294k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":206,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00141","actor":"rep_06","timestamp":"2026-03-10T13:02:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00141:05","content":"Salesforce Opportunity #crm_00141 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00141\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":287,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00141\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00141\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00141","actor":"rep_06","timestamp":"2026-03-10T12:41:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00141:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":152,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00141\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00141","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00141","actor":"rep_06","timestamp":"2026-03-10T12:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00141:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00141)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00141\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":116,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00141\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00142","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-03-13T23:20:00.000Z","closed_at":"2026-03-14T00:16:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($82k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00142","actor":"rep_31","timestamp":"2026-03-13T23:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00142:00","content":"Operational trigger received from salesforce for Catalyst Software ($82k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":244,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$82k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00142","actor":"rep_31","timestamp":"2026-03-13T23:25:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00142:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00142\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":341,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00142/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00142\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00142","actor":"rep_31","timestamp":"2026-03-13T23:40:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00142:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00142\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":394,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00142\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00142","actor":"rep_31","timestamp":"2026-03-13T23:38:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00142:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":203,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00142","actor":"rep_31","timestamp":"2026-03-13T23:44:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00142:04","content":"Drafted executive opportunity summary for Catalyst Software ($195k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":219,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00142","actor":"rep_31","timestamp":"2026-03-13T23:45:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00142:05","content":"Salesforce Opportunity #crm_00142 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00142\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":239,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00142\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00142\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00142","actor":"rep_31","timestamp":"2026-03-14T00:02:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00142:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":94,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00142\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00142","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00142","actor":"rep_31","timestamp":"2026-03-14T00:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00142:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00142)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00142\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":204,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00142\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00143","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-01-31T08:08:00.000Z","closed_at":"2026-01-31T08:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($448k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00143","actor":"rep_09","timestamp":"2026-01-31T08:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00143:00","content":"Operational trigger received from salesforce for Sentinel Networks ($448k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":176,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$448k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00143","actor":"rep_09","timestamp":"2026-01-31T08:17:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00143:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00143\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":265,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00143/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00143\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00143","actor":"rep_09","timestamp":"2026-01-31T08:30:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00143:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00143\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":241,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00143\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00143","actor":"rep_09","timestamp":"2026-01-31T08:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00143:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":282,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00143","actor":"rep_09","timestamp":"2026-01-31T08:32:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00143:04","content":"Drafted executive opportunity summary for Sentinel Networks ($56k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":160,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00143","actor":"rep_09","timestamp":"2026-01-31T08:43:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00143:05","content":"Salesforce Opportunity #crm_00143 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00143\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":129,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00143\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00143\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00143","actor":"rep_09","timestamp":"2026-01-31T09:02:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00143:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":310,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00143\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00143","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00143","actor":"rep_09","timestamp":"2026-01-31T08:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00143:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00143)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00143\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":282,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00143\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00144","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-03-16T18:44:00.000Z","closed_at":"2026-03-16T20:01:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($49k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00144","actor":"rep_25","timestamp":"2026-03-16T18:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00144:00","content":"Operational trigger received from salesforce for Pinnacle Media ($49k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$49k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00144","actor":"rep_25","timestamp":"2026-03-16T18:49:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00144:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00144\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":223,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00144/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00144\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00144","actor":"rep_25","timestamp":"2026-03-16T19:02:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00144:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00144\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":250,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00144\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00144","actor":"rep_25","timestamp":"2026-03-16T18:56:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00144:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":53,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00144","actor":"rep_25","timestamp":"2026-03-16T19:04:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00144:04","content":"Drafted executive opportunity summary for Pinnacle Media ($173k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":151,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00144","actor":"rep_25","timestamp":"2026-03-16T19:19:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00144:05","content":"Salesforce Opportunity #crm_00144 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00144\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":311,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00144\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00144\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00144","actor":"rep_25","timestamp":"2026-03-16T19:26:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00144:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":115,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00144\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00144","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00144","actor":"rep_25","timestamp":"2026-03-16T20:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00144:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00144)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00144\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00144\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00145","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-01-23T02:54:00.000Z","closed_at":"2026-01-23T03:36:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($202k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00145","actor":"rep_11","timestamp":"2026-01-23T02:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00145:00","content":"Operational trigger received from salesforce for CloudScale Data ($202k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$202k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00145","actor":"rep_11","timestamp":"2026-01-23T03:03:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00145:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00145\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":152,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00145/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00145\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00145","actor":"rep_11","timestamp":"2026-01-23T03:04:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00145:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00145\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":188,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00145\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00145","actor":"rep_11","timestamp":"2026-01-23T03:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00145:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":207,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00145","actor":"rep_11","timestamp":"2026-01-23T03:14:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00145:04","content":"Drafted executive opportunity summary for CloudScale Data ($375k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":151,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00145","actor":"rep_11","timestamp":"2026-01-23T03:09:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00145:05","content":"Salesforce Opportunity #crm_00145 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00145\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":250,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00145\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00145\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00145","actor":"rep_11","timestamp":"2026-01-23T03:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00145:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":249,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00145\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00145","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00145","actor":"rep_11","timestamp":"2026-01-23T03:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00145:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00145)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00145\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":270,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00145\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00146","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-01-23T21:00:00.000Z","closed_at":"2026-01-23T21:49:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($300k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00146","actor":"rep_09","timestamp":"2026-01-23T21:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00146:00","content":"Operational trigger received from salesforce for Vanguard Financial ($300k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$300k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00146","actor":"rep_09","timestamp":"2026-01-23T21:09:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00146:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00146\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":188,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00146/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00146\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00146","actor":"rep_09","timestamp":"2026-01-23T21:12:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00146:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00146\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":392,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00146\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00146","actor":"rep_09","timestamp":"2026-01-23T21:18:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00146:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":114,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00146","actor":"rep_09","timestamp":"2026-01-23T21:32:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00146:04","content":"Drafted executive opportunity summary for Vanguard Financial ($113k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":147,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00146","actor":"rep_09","timestamp":"2026-01-23T21:40:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00146:05","content":"Salesforce Opportunity #crm_00146 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00146\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":221,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00146\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00146\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00146","actor":"rep_09","timestamp":"2026-01-23T21:54:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00146:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":256,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00146\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00146","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00146","actor":"rep_09","timestamp":"2026-01-23T21:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00146:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00146)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00146\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00146\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00147","actor":"rep_31","actor_name":"Aisha Taylor","company":"Aura Therapeutics","opened_at":"2026-03-26T16:46:00.000Z","closed_at":"2026-03-26T17:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($211k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00147","actor":"rep_31","timestamp":"2026-03-26T16:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00147:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($211k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":191,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$211k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00147","actor":"rep_31","timestamp":"2026-03-26T16:57:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00147:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00147\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":266,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00147/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00147\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00147","actor":"rep_31","timestamp":"2026-03-26T16:56:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00147:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00147\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":191,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00147\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00147","actor":"rep_31","timestamp":"2026-03-26T17:04:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00147:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":267,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00147","actor":"rep_31","timestamp":"2026-03-26T17:22:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00147:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($227k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":141,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00147","actor":"rep_31","timestamp":"2026-03-26T17:36:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00147:05","content":"Salesforce Opportunity #crm_00147 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00147\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":207,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00147\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00147\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00147","actor":"rep_31","timestamp":"2026-03-26T17:46:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00147:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":275,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00147\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00147","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00147","actor":"rep_31","timestamp":"2026-03-26T17:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00147:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00147)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00147\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":189,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00147\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00148","actor":"rep_01","actor_name":"Sarah Chen","company":"Pinnacle Media","opened_at":"2026-02-10T18:26:00.000Z","closed_at":"2026-02-10T19:36:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($149k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00148","actor":"rep_01","timestamp":"2026-02-10T18:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00148:00","content":"Operational trigger received from salesforce for Pinnacle Media ($149k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":156,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$149k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00148","actor":"rep_01","timestamp":"2026-02-10T18:37:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00148:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00148\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":160,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00148/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00148\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00148","actor":"rep_01","timestamp":"2026-02-10T18:38:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00148:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00148\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":248,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00148\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00148","actor":"rep_01","timestamp":"2026-02-10T18:59:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00148:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":205,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00148","actor":"rep_01","timestamp":"2026-02-10T18:38:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00148:04","content":"Drafted executive opportunity summary for Pinnacle Media ($302k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":357,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00148","actor":"rep_01","timestamp":"2026-02-10T19:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00148:05","content":"Salesforce Opportunity #crm_00148 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00148\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":176,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00148\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00148\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00148","actor":"rep_01","timestamp":"2026-02-10T18:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00148:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":110,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00148\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00148","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00148","actor":"rep_01","timestamp":"2026-02-10T19:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00148:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00148)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00148\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":123,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00148\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00149","actor":"rep_25","actor_name":"Carlos Mendez","company":"FinTech Global","opened_at":"2026-03-23T12:57:00.000Z","closed_at":"2026-03-23T13:46:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($126k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00149","actor":"rep_25","timestamp":"2026-03-23T12:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00149:00","content":"Operational trigger received from salesforce for FinTech Global ($126k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$126k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00149","actor":"rep_25","timestamp":"2026-03-23T13:01:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00149:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00149\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":262,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00149/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00149\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00149","actor":"rep_25","timestamp":"2026-03-23T13:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00149:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00149\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":274,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00149\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00149","actor":"rep_25","timestamp":"2026-03-23T13:06:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00149:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":105,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00149","actor":"rep_25","timestamp":"2026-03-23T13:09:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00149:04","content":"Drafted executive opportunity summary for FinTech Global ($177k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":313,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00149","actor":"rep_25","timestamp":"2026-03-23T13:12:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00149:05","content":"Salesforce Opportunity #crm_00149 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00149\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":272,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00149\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00149\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00149","actor":"rep_25","timestamp":"2026-03-23T13:21:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00149:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":210,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00149\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00149","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00149","actor":"rep_25","timestamp":"2026-03-23T13:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00149:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00149)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00149\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":283,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00149\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00150","actor":"rep_19","actor_name":"James Wilson","company":"Catalyst Software","opened_at":"2026-01-08T05:19:00.000Z","closed_at":"2026-01-08T06:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($46k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00150","actor":"rep_19","timestamp":"2026-01-08T05:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00150:00","content":"Operational trigger received from salesforce for Catalyst Software ($46k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$46k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00150","actor":"rep_19","timestamp":"2026-01-08T05:26:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00150:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00150\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":361,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00150/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00150\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00150","actor":"rep_19","timestamp":"2026-01-08T05:39:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00150:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00150\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":272,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00150\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00150","actor":"rep_19","timestamp":"2026-01-08T05:40:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00150:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":262,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00150","actor":"rep_19","timestamp":"2026-01-08T05:43:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00150:04","content":"Drafted executive opportunity summary for Catalyst Software ($463k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":314,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00150","actor":"rep_19","timestamp":"2026-01-08T06:14:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00150:05","content":"Salesforce Opportunity #crm_00150 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00150\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":157,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00150\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00150\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00150","actor":"rep_19","timestamp":"2026-01-08T05:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00150:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":313,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00150\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00150","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00150","actor":"rep_19","timestamp":"2026-01-08T06:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00150:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00150)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00150\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":103,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00150\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00151","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-01-18T16:47:00.000Z","closed_at":"2026-01-18T18:04:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($368k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00151","actor":"rep_25","timestamp":"2026-01-18T16:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00151:00","content":"Operational trigger received from salesforce for Acme Health Systems ($368k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":224,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$368k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00151","actor":"rep_25","timestamp":"2026-01-18T16:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00151:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00151\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":359,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00151/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00151\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00151","actor":"rep_25","timestamp":"2026-01-18T17:05:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00151:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00151\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":257,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00151\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00151","actor":"rep_25","timestamp":"2026-01-18T17:17:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00151:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":178,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00151","actor":"rep_25","timestamp":"2026-01-18T17:19:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00151:04","content":"Drafted executive opportunity summary for Acme Health Systems ($219k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":173,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00151","actor":"rep_25","timestamp":"2026-01-18T17:12:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00151:05","content":"Salesforce Opportunity #crm_00151 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00151\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":289,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00151\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00151\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00151","actor":"rep_25","timestamp":"2026-01-18T17:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00151:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":275,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00151\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00151","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00151","actor":"rep_25","timestamp":"2026-01-18T18:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00151:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00151)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00151\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":57,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00151\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00152","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-01-28T22:52:00.000Z","closed_at":"2026-01-28T23:20:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($116k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00152","actor":"rep_32","timestamp":"2026-01-28T22:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00152:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($116k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":253,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$116k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00152","actor":"rep_32","timestamp":"2026-01-28T22:55:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00152:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00152\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":337,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00152/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00152\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00152","actor":"rep_32","timestamp":"2026-01-28T23:02:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00152:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00152\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":244,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00152\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00152","actor":"rep_32","timestamp":"2026-01-28T23:10:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00152:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":164,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00152","actor":"rep_32","timestamp":"2026-01-28T23:08:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00152:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($130k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":180,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00152","actor":"rep_32","timestamp":"2026-01-28T23:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00152:05","content":"Salesforce Opportunity #crm_00152 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00152\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":234,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00152\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00152\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00152","actor":"rep_32","timestamp":"2026-01-28T23:40:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00152:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":259,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00152\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00152","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00152","actor":"rep_32","timestamp":"2026-01-28T23:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00152:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00152)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00152\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00152\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00153","actor":"rep_19","actor_name":"James Wilson","company":"Vertex Cyber","opened_at":"2026-02-02T18:18:00.000Z","closed_at":"2026-02-02T19:28:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($193k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00153","actor":"rep_19","timestamp":"2026-02-02T18:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00153:00","content":"Operational trigger received from salesforce for Vertex Cyber ($193k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":118,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$193k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00153","actor":"rep_19","timestamp":"2026-02-02T18:21:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00153:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00153\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":269,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00153/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00153\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00153","actor":"rep_19","timestamp":"2026-02-02T18:30:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00153:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00153\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":207,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00153\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00153","actor":"rep_19","timestamp":"2026-02-02T18:33:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00153:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":178,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00153","actor":"rep_19","timestamp":"2026-02-02T18:30:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00153:04","content":"Drafted executive opportunity summary for Vertex Cyber ($302k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":185,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00153","actor":"rep_19","timestamp":"2026-02-02T19:03:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00153:05","content":"Salesforce Opportunity #crm_00153 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00153\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":215,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00153\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00153\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00153","actor":"rep_19","timestamp":"2026-02-02T18:42:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00153:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":292,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00153\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00153","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00153","actor":"rep_19","timestamp":"2026-02-02T19:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00153:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00153)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00153\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00153\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00154","actor":"rep_11","actor_name":"David Kim","company":"Apex Retail Group","opened_at":"2026-01-17T20:25:00.000Z","closed_at":"2026-01-17T21:42:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($50k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00154","actor":"rep_11","timestamp":"2026-01-17T20:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00154:00","content":"Operational trigger received from salesforce for Apex Retail Group ($50k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":267,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$50k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00154","actor":"rep_11","timestamp":"2026-01-17T20:34:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00154:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00154\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":195,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00154/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00154\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00154","actor":"rep_11","timestamp":"2026-01-17T20:33:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00154:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00154\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":368,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00154\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00154","actor":"rep_11","timestamp":"2026-01-17T20:46:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00154:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":271,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00154","actor":"rep_11","timestamp":"2026-01-17T20:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00154:04","content":"Drafted executive opportunity summary for Apex Retail Group ($87k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":157,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00154","actor":"rep_11","timestamp":"2026-01-17T20:40:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00154:05","content":"Salesforce Opportunity #crm_00154 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00154\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":210,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00154\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00154\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00154","actor":"rep_11","timestamp":"2026-01-17T20:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00154:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":144,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00154\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00154","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00154","actor":"rep_11","timestamp":"2026-01-17T21:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00154:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00154)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00154\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00154\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00155","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-01-06T07:48:00.000Z","closed_at":"2026-01-06T08:09:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($96k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00155","actor":"rep_06","timestamp":"2026-01-06T07:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00155:00","content":"Operational trigger received from salesforce for Meridian Logistics ($96k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":191,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$96k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00155","actor":"rep_06","timestamp":"2026-01-06T07:52:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00155:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00155\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":126,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00155/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00155\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00155","actor":"rep_06","timestamp":"2026-01-06T07:54:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00155:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00155\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":241,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00155\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00155","actor":"rep_06","timestamp":"2026-01-06T08:06:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00155:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":189,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00155","actor":"rep_06","timestamp":"2026-01-06T08:04:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00155:04","content":"Drafted executive opportunity summary for Meridian Logistics ($443k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":212,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00155","actor":"rep_06","timestamp":"2026-01-06T08:08:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00155:05","content":"Salesforce Opportunity #crm_00155 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00155\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":328,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00155\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00155\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00155","actor":"rep_06","timestamp":"2026-01-06T08:42:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00155:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":277,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00155\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00155","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00155","actor":"rep_06","timestamp":"2026-01-06T08:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00155:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00155)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00155\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":103,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00155\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00156","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-03-24T06:30:00.000Z","closed_at":"2026-03-24T07:05:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($294k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00156","actor":"rep_01","timestamp":"2026-03-24T06:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00156:00","content":"Operational trigger received from salesforce for CloudScale Data ($294k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":68,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$294k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00156","actor":"rep_01","timestamp":"2026-03-24T06:34:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00156:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00156\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":191,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00156/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00156\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00156","actor":"rep_01","timestamp":"2026-03-24T06:38:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00156:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00156\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":338,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00156\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00156","actor":"rep_01","timestamp":"2026-03-24T06:39:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00156:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":260,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00156","actor":"rep_01","timestamp":"2026-03-24T07:14:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00156:04","content":"Drafted executive opportunity summary for CloudScale Data ($125k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":371,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00156","actor":"rep_01","timestamp":"2026-03-24T07:20:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00156:05","content":"Salesforce Opportunity #crm_00156 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00156\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":307,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00156\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00156\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00156","actor":"rep_01","timestamp":"2026-03-24T07:12:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00156:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":130,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00156\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00156","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00156","actor":"rep_01","timestamp":"2026-03-24T07:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00156:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00156)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00156\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":105,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00156\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00157","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-01-18T20:34:00.000Z","closed_at":"2026-01-18T21:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($121k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00157","actor":"rep_37","timestamp":"2026-01-18T20:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00157:00","content":"Operational trigger received from salesforce for Meridian Logistics ($121k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":136,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$121k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00157","actor":"rep_37","timestamp":"2026-01-18T20:41:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00157:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00157\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":165,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00157/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00157\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00157","actor":"rep_37","timestamp":"2026-01-18T20:44:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00157:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00157\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":399,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00157\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00157","actor":"rep_37","timestamp":"2026-01-18T21:07:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00157:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":75,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00157","actor":"rep_37","timestamp":"2026-01-18T20:58:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00157:04","content":"Drafted executive opportunity summary for Meridian Logistics ($182k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":188,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00157","actor":"rep_37","timestamp":"2026-01-18T21:24:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00157:05","content":"Salesforce Opportunity #crm_00157 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00157\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":330,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00157\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00157\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00157","actor":"rep_37","timestamp":"2026-01-18T21:28:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00157:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":106,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00157\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00157","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00157","actor":"rep_37","timestamp":"2026-01-18T21:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00157:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00157)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00157\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":129,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00157\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00158","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-02-08T10:42:00.000Z","closed_at":"2026-02-08T11:52:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($309k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00158","actor":"rep_01","timestamp":"2026-02-08T10:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00158:00","content":"Operational trigger received from salesforce for Nexus AI ($309k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$309k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00158","actor":"rep_01","timestamp":"2026-02-08T10:49:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00158:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00158\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":293,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00158/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00158\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00158","actor":"rep_01","timestamp":"2026-02-08T10:48:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00158:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00158\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":268,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00158\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00158","actor":"rep_01","timestamp":"2026-02-08T11:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00158:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":209,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00158","actor":"rep_01","timestamp":"2026-02-08T11:02:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00158:04","content":"Drafted executive opportunity summary for Nexus AI ($168k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":254,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00158","actor":"rep_01","timestamp":"2026-02-08T11:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00158:05","content":"Salesforce Opportunity #crm_00158 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00158\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":206,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00158\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00158\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00158","actor":"rep_01","timestamp":"2026-02-08T11:00:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00158:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":245,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00158\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00158","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00158","actor":"rep_01","timestamp":"2026-02-08T11:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00158:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00158)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00158\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":129,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00158\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00159","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-01-23T18:02:00.000Z","closed_at":"2026-01-23T18:44:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($354k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00159","actor":"rep_20","timestamp":"2026-01-23T18:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00159:00","content":"Operational trigger received from salesforce for Acme Health Systems ($354k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":237,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$354k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00159","actor":"rep_20","timestamp":"2026-01-23T18:13:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00159:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00159\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":215,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00159/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00159\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00159","actor":"rep_20","timestamp":"2026-01-23T18:08:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00159:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00159\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":328,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00159\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00159","actor":"rep_20","timestamp":"2026-01-23T18:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00159:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":276,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00159","actor":"rep_20","timestamp":"2026-01-23T18:18:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00159:04","content":"Drafted executive opportunity summary for Acme Health Systems ($57k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":377,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00159","actor":"rep_20","timestamp":"2026-01-23T18:57:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00159:05","content":"Salesforce Opportunity #crm_00159 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00159\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":139,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00159\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00159\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00159","actor":"rep_20","timestamp":"2026-01-23T18:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00159:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":305,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00159\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00159","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00159","actor":"rep_20","timestamp":"2026-01-23T18:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00159:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00159)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00159\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":249,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00159\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00160","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-02-04T21:57:00.000Z","closed_at":"2026-02-04T22:46:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($177k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00160","actor":"rep_09","timestamp":"2026-02-04T21:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00160:00","content":"Operational trigger received from salesforce for Pinnacle Media ($177k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":124,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00160","actor":"rep_09","timestamp":"2026-02-04T22:00:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00160:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00160\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":143,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00160/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00160\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00160","actor":"rep_09","timestamp":"2026-02-04T22:05:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00160:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00160\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":322,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00160\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00160","actor":"rep_09","timestamp":"2026-02-04T22:24:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00160:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":70,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00160","actor":"rep_09","timestamp":"2026-02-04T22:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00160:04","content":"Drafted executive opportunity summary for Pinnacle Media ($96k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":343,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00160","actor":"rep_09","timestamp":"2026-02-04T22:42:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00160:05","content":"Salesforce Opportunity #crm_00160 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00160\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":219,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00160\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00160\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00160","actor":"rep_09","timestamp":"2026-02-04T22:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00160:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":88,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00160\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00160","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00160","actor":"rep_09","timestamp":"2026-02-04T22:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00160:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00160)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00160\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":248,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00160\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00161","actor":"rep_01","actor_name":"Sarah Chen","company":"Pinnacle Media","opened_at":"2026-01-29T14:09:00.000Z","closed_at":"2026-01-29T15:26:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($402k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00161","actor":"rep_01","timestamp":"2026-01-29T14:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00161:00","content":"Operational trigger received from salesforce for Pinnacle Media ($402k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":225,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$402k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00161","actor":"rep_01","timestamp":"2026-01-29T14:19:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00161:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00161\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":137,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00161/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00161\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00161","actor":"rep_01","timestamp":"2026-01-29T14:17:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00161:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00161\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":240,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00161\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00161","actor":"rep_01","timestamp":"2026-01-29T14:24:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00161:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":86,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00161","actor":"rep_01","timestamp":"2026-01-29T14:25:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00161:04","content":"Drafted executive opportunity summary for Pinnacle Media ($464k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":159,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00161","actor":"rep_01","timestamp":"2026-01-29T15:04:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00161:05","content":"Salesforce Opportunity #crm_00161 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00161\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":257,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00161\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00161\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00161","actor":"rep_01","timestamp":"2026-01-29T14:39:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00161:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":222,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00161\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00161","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00161","actor":"rep_01","timestamp":"2026-01-29T15:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00161:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00161)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00161\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":47,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00161\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00162","actor":"rep_11","actor_name":"David Kim","company":"Apex Retail Group","opened_at":"2026-02-16T09:10:00.000Z","closed_at":"2026-02-16T10:20:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($295k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00162","actor":"rep_11","timestamp":"2026-02-16T09:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00162:00","content":"Operational trigger received from salesforce for Apex Retail Group ($295k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":223,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$295k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00162","actor":"rep_11","timestamp":"2026-02-16T09:13:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00162:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00162\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":339,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00162/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00162\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00162","actor":"rep_11","timestamp":"2026-02-16T09:24:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00162:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00162\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":248,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00162\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00162","actor":"rep_11","timestamp":"2026-02-16T09:28:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00162:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":240,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00162","actor":"rep_11","timestamp":"2026-02-16T09:38:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00162:04","content":"Drafted executive opportunity summary for Apex Retail Group ($128k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":146,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00162","actor":"rep_11","timestamp":"2026-02-16T09:35:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00162:05","content":"Salesforce Opportunity #crm_00162 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00162\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":300,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00162\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00162\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00162","actor":"rep_11","timestamp":"2026-02-16T09:46:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00162:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":298,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00162\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00162","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00162","actor":"rep_11","timestamp":"2026-02-16T10:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00162:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00162)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00162\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":240,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00162\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00163","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-02-13T04:52:00.000Z","closed_at":"2026-02-13T05:20:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($158k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00163","actor":"rep_06","timestamp":"2026-02-13T04:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00163:00","content":"Operational trigger received from salesforce for CloudScale Data ($158k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":243,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$158k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00163","actor":"rep_06","timestamp":"2026-02-13T04:56:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00163:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00163\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":261,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00163/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00163\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00163","actor":"rep_06","timestamp":"2026-02-13T05:02:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00163:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00163\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":398,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00163\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00163","actor":"rep_06","timestamp":"2026-02-13T05:01:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00163:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":220,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00163","actor":"rep_06","timestamp":"2026-02-13T05:12:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00163:04","content":"Drafted executive opportunity summary for CloudScale Data ($217k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":190,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00163","actor":"rep_06","timestamp":"2026-02-13T05:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00163:05","content":"Salesforce Opportunity #crm_00163 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00163\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":172,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00163\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00163\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00163","actor":"rep_06","timestamp":"2026-02-13T05:16:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00163:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":256,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00163\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00163","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00163","actor":"rep_06","timestamp":"2026-02-13T05:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00163:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00163)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00163\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":147,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00163\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00164","actor":"rep_32","actor_name":"Liam O'Connor","company":"Beacon Energy","opened_at":"2026-01-29T10:01:00.000Z","closed_at":"2026-01-29T11:11:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($236k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00164","actor":"rep_32","timestamp":"2026-01-29T10:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00164:00","content":"Operational trigger received from salesforce for Beacon Energy ($236k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$236k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00164","actor":"rep_32","timestamp":"2026-01-29T10:04:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00164:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00164\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":253,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00164/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00164\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00164","actor":"rep_32","timestamp":"2026-01-29T10:07:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00164:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00164\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":316,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00164\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00164","actor":"rep_32","timestamp":"2026-01-29T10:31:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00164:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":202,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00164","actor":"rep_32","timestamp":"2026-01-29T10:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00164:04","content":"Drafted executive opportunity summary for Beacon Energy ($383k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":321,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00164","actor":"rep_32","timestamp":"2026-01-29T10:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00164:05","content":"Salesforce Opportunity #crm_00164 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00164\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":343,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00164\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00164\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00164","actor":"rep_32","timestamp":"2026-01-29T10:25:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00164:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":319,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00164\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00164","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00164","actor":"rep_32","timestamp":"2026-01-29T11:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00164:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00164)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00164\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":91,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00164\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00165","actor":"rep_19","actor_name":"James Wilson","company":"Meridian Logistics","opened_at":"2026-02-11T04:19:00.000Z","closed_at":"2026-02-11T04:47:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($157k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00165","actor":"rep_19","timestamp":"2026-02-11T04:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00165:00","content":"Operational trigger received from salesforce for Meridian Logistics ($157k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":177,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$157k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00165","actor":"rep_19","timestamp":"2026-02-11T04:28:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00165:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00165\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":347,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00165/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00165\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00165","actor":"rep_19","timestamp":"2026-02-11T04:37:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00165:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00165\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":330,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00165\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00165","actor":"rep_19","timestamp":"2026-02-11T04:40:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00165:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":106,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00165","actor":"rep_19","timestamp":"2026-02-11T04:55:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00165:04","content":"Drafted executive opportunity summary for Meridian Logistics ($258k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":227,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00165","actor":"rep_19","timestamp":"2026-02-11T05:04:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00165:05","content":"Salesforce Opportunity #crm_00165 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00165\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":232,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00165\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00165\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00165","actor":"rep_19","timestamp":"2026-02-11T04:49:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00165:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":97,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00165\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00165","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00165","actor":"rep_19","timestamp":"2026-02-11T04:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00165:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00165)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00165\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":113,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00165\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00166","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-01-13T09:52:00.000Z","closed_at":"2026-01-13T10:41:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($97k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00166","actor":"rep_37","timestamp":"2026-01-13T09:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00166:00","content":"Operational trigger received from salesforce for NovaBio Labs ($97k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$97k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00166","actor":"rep_37","timestamp":"2026-01-13T10:01:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00166:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00166\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":346,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00166/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00166\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00166","actor":"rep_37","timestamp":"2026-01-13T10:10:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00166:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00166\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":400,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00166\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00166","actor":"rep_37","timestamp":"2026-01-13T10:07:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00166:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":215,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00166","actor":"rep_37","timestamp":"2026-01-13T10:32:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00166:04","content":"Drafted executive opportunity summary for NovaBio Labs ($312k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":183,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00166","actor":"rep_37","timestamp":"2026-01-13T10:32:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00166:05","content":"Salesforce Opportunity #crm_00166 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00166\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":235,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00166\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00166\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00166","actor":"rep_37","timestamp":"2026-01-13T10:40:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00166:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":314,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00166\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00166","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00166","actor":"rep_37","timestamp":"2026-01-13T10:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00166:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00166)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00166\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":140,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00166\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00167","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-01-02T04:43:00.000Z","closed_at":"2026-01-02T05:32:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($219k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00167","actor":"rep_25","timestamp":"2026-01-02T04:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00167:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($219k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":283,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$219k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00167","actor":"rep_25","timestamp":"2026-01-02T04:54:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00167:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00167\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":315,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00167/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00167\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00167","actor":"rep_25","timestamp":"2026-01-02T05:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00167:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00167\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":228,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00167\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00167","actor":"rep_25","timestamp":"2026-01-02T05:07:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00167:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":208,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00167","actor":"rep_25","timestamp":"2026-01-02T05:27:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00167:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($137k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":182,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00167","actor":"rep_25","timestamp":"2026-01-02T05:18:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00167:05","content":"Salesforce Opportunity #crm_00167 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00167\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":111,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00167\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00167\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00167","actor":"rep_25","timestamp":"2026-01-02T05:49:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00167:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":307,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00167\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00167","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00167","actor":"rep_25","timestamp":"2026-01-02T05:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00167:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00167)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00167\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00167\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00168","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-02-02T19:14:00.000Z","closed_at":"2026-02-02T20:17:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($318k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00168","actor":"rep_01","timestamp":"2026-02-02T19:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00168:00","content":"Operational trigger received from salesforce for Vertex Cyber ($318k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$318k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00168","actor":"rep_01","timestamp":"2026-02-02T19:25:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00168:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00168\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":259,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00168/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00168\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00168","actor":"rep_01","timestamp":"2026-02-02T19:32:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00168:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00168\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":374,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00168\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00168","actor":"rep_01","timestamp":"2026-02-02T19:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00168:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":159,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00168","actor":"rep_01","timestamp":"2026-02-02T19:34:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00168:04","content":"Drafted executive opportunity summary for Vertex Cyber ($247k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":328,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00168","actor":"rep_01","timestamp":"2026-02-02T19:44:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00168:05","content":"Salesforce Opportunity #crm_00168 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00168\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":338,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00168\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00168\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00168","actor":"rep_01","timestamp":"2026-02-02T20:02:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00168:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":216,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00168\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00168","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00168","actor":"rep_01","timestamp":"2026-02-02T20:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00168:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00168)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00168\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00168\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00169","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-01-30T09:06:00.000Z","closed_at":"2026-01-30T10:16:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($255k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00169","actor":"rep_25","timestamp":"2026-01-30T09:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00169:00","content":"Operational trigger received from salesforce for Stripe Technologies ($255k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":258,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$255k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00169","actor":"rep_25","timestamp":"2026-01-30T09:10:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00169:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00169\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":349,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00169/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00169\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00169","actor":"rep_25","timestamp":"2026-01-30T09:20:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00169:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00169\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":227,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00169\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00169","actor":"rep_25","timestamp":"2026-01-30T09:39:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00169:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":98,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00169","actor":"rep_25","timestamp":"2026-01-30T09:22:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00169:04","content":"Drafted executive opportunity summary for Stripe Technologies ($285k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":360,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00169","actor":"rep_25","timestamp":"2026-01-30T09:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00169:05","content":"Salesforce Opportunity #crm_00169 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00169\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":284,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00169\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00169\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00169","actor":"rep_25","timestamp":"2026-01-30T09:54:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00169:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":281,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00169\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00169","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00169","actor":"rep_25","timestamp":"2026-01-30T10:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00169:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00169)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00169\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00169\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00170","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-01-31T00:47:00.000Z","closed_at":"2026-01-31T01:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($325k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00170","actor":"rep_14","timestamp":"2026-01-31T00:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00170:00","content":"Operational trigger received from salesforce for Apex Retail Group ($325k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":54,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$325k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00170","actor":"rep_14","timestamp":"2026-01-31T00:52:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00170:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00170\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":232,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00170/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00170\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00170","actor":"rep_14","timestamp":"2026-01-31T00:59:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00170:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00170\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":371,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00170\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00170","actor":"rep_14","timestamp":"2026-01-31T01:11:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00170:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":180,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00170","actor":"rep_14","timestamp":"2026-01-31T01:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00170:04","content":"Drafted executive opportunity summary for Apex Retail Group ($434k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":214,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00170","actor":"rep_14","timestamp":"2026-01-31T01:17:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00170:05","content":"Salesforce Opportunity #crm_00170 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00170\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":116,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00170\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00170\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00170","actor":"rep_14","timestamp":"2026-01-31T01:47:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00170:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":237,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00170\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00170","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00170","actor":"rep_14","timestamp":"2026-01-31T01:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00170:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00170)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00170\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":274,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00170\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00171","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-01-18T04:33:00.000Z","closed_at":"2026-01-18T04:54:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($175k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00171","actor":"rep_11","timestamp":"2026-01-18T04:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00171:00","content":"Operational trigger received from salesforce for Acme Health Systems ($175k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":75,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$175k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00171","actor":"rep_11","timestamp":"2026-01-18T04:36:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00171:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00171\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":149,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00171/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00171\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00171","actor":"rep_11","timestamp":"2026-01-18T04:45:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00171:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00171\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":265,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00171\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00171","actor":"rep_11","timestamp":"2026-01-18T05:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00171:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":122,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00171","actor":"rep_11","timestamp":"2026-01-18T05:05:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00171:04","content":"Drafted executive opportunity summary for Acme Health Systems ($415k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":244,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00171","actor":"rep_11","timestamp":"2026-01-18T05:13:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00171:05","content":"Salesforce Opportunity #crm_00171 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00171\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":261,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00171\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00171\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00171","actor":"rep_11","timestamp":"2026-01-18T05:09:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00171:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":304,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00171\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00171","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00171","actor":"rep_11","timestamp":"2026-01-18T04:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00171:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00171)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00171\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00171\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00172","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-03-16T11:02:00.000Z","closed_at":"2026-03-16T12:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($154k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00172","actor":"rep_14","timestamp":"2026-03-16T11:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00172:00","content":"Operational trigger received from salesforce for Stripe Technologies ($154k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$154k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00172","actor":"rep_14","timestamp":"2026-03-16T11:08:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00172:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00172\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":209,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00172/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00172\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00172","actor":"rep_14","timestamp":"2026-03-16T11:20:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00172:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00172\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":171,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00172\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00172","actor":"rep_14","timestamp":"2026-03-16T11:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00172:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":278,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00172","actor":"rep_14","timestamp":"2026-03-16T11:22:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00172:04","content":"Drafted executive opportunity summary for Stripe Technologies ($383k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":223,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00172","actor":"rep_14","timestamp":"2026-03-16T11:57:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00172:05","content":"Salesforce Opportunity #crm_00172 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00172\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":241,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00172\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00172\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00172","actor":"rep_14","timestamp":"2026-03-16T11:44:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00172:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":292,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00172\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00172","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00172","actor":"rep_14","timestamp":"2026-03-16T12:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00172:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00172)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00172\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":102,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00172\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00173","actor":"rep_14","actor_name":"Rachel Adams","company":"Vertex Cyber","opened_at":"2026-03-26T18:33:00.000Z","closed_at":"2026-03-26T19:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($213k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00173","actor":"rep_14","timestamp":"2026-03-26T18:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00173:00","content":"Operational trigger received from salesforce for Vertex Cyber ($213k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$213k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00173","actor":"rep_14","timestamp":"2026-03-26T18:41:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00173:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00173\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":179,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00173/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00173\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00173","actor":"rep_14","timestamp":"2026-03-26T18:55:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00173:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00173\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":364,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00173\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00173","actor":"rep_14","timestamp":"2026-03-26T19:06:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00173:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":111,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00173","actor":"rep_14","timestamp":"2026-03-26T18:57:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00173:04","content":"Drafted executive opportunity summary for Vertex Cyber ($234k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":247,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00173","actor":"rep_14","timestamp":"2026-03-26T19:08:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00173:05","content":"Salesforce Opportunity #crm_00173 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00173\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":149,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00173\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00173\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00173","actor":"rep_14","timestamp":"2026-03-26T18:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00173:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":242,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00173\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00173","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00173","actor":"rep_14","timestamp":"2026-03-26T19:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00173:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00173)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00173\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":213,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00173\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00174","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-01-07T19:00:00.000Z","closed_at":"2026-01-07T20:03:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($226k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00174","actor":"rep_32","timestamp":"2026-01-07T19:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00174:00","content":"Operational trigger received from salesforce for FinTech Global ($226k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00174","actor":"rep_32","timestamp":"2026-01-07T19:08:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00174:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00174\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":345,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00174/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00174\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00174","actor":"rep_32","timestamp":"2026-01-07T19:16:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00174:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00174\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":321,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00174\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00174","actor":"rep_32","timestamp":"2026-01-07T19:09:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00174:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":104,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00174","actor":"rep_32","timestamp":"2026-01-07T19:24:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00174:04","content":"Drafted executive opportunity summary for FinTech Global ($292k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":214,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00174","actor":"rep_32","timestamp":"2026-01-07T19:20:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00174:05","content":"Salesforce Opportunity #crm_00174 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00174\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":203,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00174\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00174\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00174","actor":"rep_32","timestamp":"2026-01-07T19:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00174:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":183,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00174\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00174","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00174","actor":"rep_32","timestamp":"2026-01-07T20:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00174:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00174)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00174\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":274,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00174\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00175","actor":"rep_32","actor_name":"Liam O'Connor","company":"Beacon Energy","opened_at":"2026-01-31T04:11:00.000Z","closed_at":"2026-01-31T05:07:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($298k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00175","actor":"rep_32","timestamp":"2026-01-31T04:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00175:00","content":"Operational trigger received from salesforce for Beacon Energy ($298k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":207,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$298k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00175","actor":"rep_32","timestamp":"2026-01-31T04:15:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00175:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00175\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":174,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00175/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00175\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00175","actor":"rep_32","timestamp":"2026-01-31T04:17:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00175:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00175\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":378,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00175\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00175","actor":"rep_32","timestamp":"2026-01-31T04:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00175:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":223,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00175","actor":"rep_32","timestamp":"2026-01-31T04:23:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00175:04","content":"Drafted executive opportunity summary for Beacon Energy ($413k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":159,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00175","actor":"rep_32","timestamp":"2026-01-31T04:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00175:05","content":"Salesforce Opportunity #crm_00175 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00175\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":320,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00175\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00175\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00175","actor":"rep_32","timestamp":"2026-01-31T05:05:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00175:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":263,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00175\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00175","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00175","actor":"rep_32","timestamp":"2026-01-31T05:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00175:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00175)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00175\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00175\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00176","actor":"rep_20","actor_name":"Maya Patel","company":"Stripe Technologies","opened_at":"2026-01-05T06:55:00.000Z","closed_at":"2026-01-05T07:16:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($198k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00176","actor":"rep_20","timestamp":"2026-01-05T06:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00176:00","content":"Operational trigger received from salesforce for Stripe Technologies ($198k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":234,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$198k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00176","actor":"rep_20","timestamp":"2026-01-05T07:03:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00176:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00176\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":244,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00176/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00176\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00176","actor":"rep_20","timestamp":"2026-01-05T07:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00176:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00176\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":311,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00176\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00176","actor":"rep_20","timestamp":"2026-01-05T07:28:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00176:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":246,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00176","actor":"rep_20","timestamp":"2026-01-05T07:27:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00176:04","content":"Drafted executive opportunity summary for Stripe Technologies ($105k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":361,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00176","actor":"rep_20","timestamp":"2026-01-05T07:40:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00176:05","content":"Salesforce Opportunity #crm_00176 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00176\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":309,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00176\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00176\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00176","actor":"rep_20","timestamp":"2026-01-05T07:49:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00176:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":264,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00176\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00176","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00176","actor":"rep_20","timestamp":"2026-01-05T07:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00176:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00176)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00176\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":105,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00176\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00177","actor":"rep_25","actor_name":"Carlos Mendez","company":"FinTech Global","opened_at":"2026-01-04T15:55:00.000Z","closed_at":"2026-01-04T16:44:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($149k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00177","actor":"rep_25","timestamp":"2026-01-04T15:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00177:00","content":"Operational trigger received from salesforce for FinTech Global ($149k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$149k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00177","actor":"rep_25","timestamp":"2026-01-04T16:00:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00177:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00177\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":174,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00177/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00177\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00177","actor":"rep_25","timestamp":"2026-01-04T16:09:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00177:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00177\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":216,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00177\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00177","actor":"rep_25","timestamp":"2026-01-04T16:16:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00177:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":270,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00177","actor":"rep_25","timestamp":"2026-01-04T16:31:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00177:04","content":"Drafted executive opportunity summary for FinTech Global ($292k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":217,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00177","actor":"rep_25","timestamp":"2026-01-04T16:10:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00177:05","content":"Salesforce Opportunity #crm_00177 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00177\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":321,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00177\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00177\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00177","actor":"rep_25","timestamp":"2026-01-04T16:25:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00177:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":110,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00177\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00177","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00177","actor":"rep_25","timestamp":"2026-01-04T16:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00177:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00177)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00177\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":228,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00177\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00178","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-03-27T11:22:00.000Z","closed_at":"2026-03-27T11:43:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($438k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00178","actor":"rep_11","timestamp":"2026-03-27T11:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00178:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($438k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":227,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$438k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00178","actor":"rep_11","timestamp":"2026-03-27T11:33:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00178:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00178\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":244,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00178/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00178\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00178","actor":"rep_11","timestamp":"2026-03-27T11:38:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00178:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00178\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":294,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00178\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00178","actor":"rep_11","timestamp":"2026-03-27T11:46:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00178:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":161,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00178","actor":"rep_11","timestamp":"2026-03-27T11:42:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00178:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($170k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":251,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00178","actor":"rep_11","timestamp":"2026-03-27T11:52:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00178:05","content":"Salesforce Opportunity #crm_00178 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00178\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":117,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00178\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00178\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00178","actor":"rep_11","timestamp":"2026-03-27T11:40:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00178:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":146,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00178\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00178","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00178","actor":"rep_11","timestamp":"2026-03-27T11:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00178:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00178)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00178\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":78,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00178\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00179","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-03-05T17:56:00.000Z","closed_at":"2026-03-05T18:24:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($342k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00179","actor":"rep_20","timestamp":"2026-03-05T17:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00179:00","content":"Operational trigger received from salesforce for Acme Health Systems ($342k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":274,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$342k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00179","actor":"rep_20","timestamp":"2026-03-05T17:59:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00179:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00179\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":173,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00179/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00179\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00179","actor":"rep_20","timestamp":"2026-03-05T18:08:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00179:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00179\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":295,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00179\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00179","actor":"rep_20","timestamp":"2026-03-05T18:23:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00179:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":109,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00179","actor":"rep_20","timestamp":"2026-03-05T18:28:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00179:04","content":"Drafted executive opportunity summary for Acme Health Systems ($316k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":192,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00179","actor":"rep_20","timestamp":"2026-03-05T18:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00179:05","content":"Salesforce Opportunity #crm_00179 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00179\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":131,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00179\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00179\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00179","actor":"rep_20","timestamp":"2026-03-05T18:44:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00179:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":224,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00179\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00179","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00179","actor":"rep_20","timestamp":"2026-03-05T18:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00179:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00179)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00179\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":250,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00179\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00180","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-02-09T22:44:00.000Z","closed_at":"2026-02-10T00:01:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($204k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00180","actor":"rep_06","timestamp":"2026-02-09T22:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00180:00","content":"Operational trigger received from salesforce for Meridian Logistics ($204k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$204k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00180","actor":"rep_06","timestamp":"2026-02-09T22:54:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00180:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00180\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":165,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00180/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00180\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00180","actor":"rep_06","timestamp":"2026-02-09T22:58:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00180:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00180\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":402,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00180\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00180","actor":"rep_06","timestamp":"2026-02-09T23:11:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00180:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":224,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00180","actor":"rep_06","timestamp":"2026-02-09T23:28:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00180:04","content":"Drafted executive opportunity summary for Meridian Logistics ($438k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":364,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00180","actor":"rep_06","timestamp":"2026-02-09T22:59:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00180:05","content":"Salesforce Opportunity #crm_00180 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00180\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":292,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00180\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00180\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00180","actor":"rep_06","timestamp":"2026-02-09T23:26:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00180:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":323,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00180\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00180","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00180","actor":"rep_06","timestamp":"2026-02-10T00:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00180:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00180)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00180\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":242,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00180\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00181","actor":"rep_25","actor_name":"Carlos Mendez","company":"Aura Therapeutics","opened_at":"2026-03-30T05:01:00.000Z","closed_at":"2026-03-30T06:18:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($162k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00181","actor":"rep_25","timestamp":"2026-03-30T05:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00181:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($162k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":152,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$162k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00181","actor":"rep_25","timestamp":"2026-03-30T05:07:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00181:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00181\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":187,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00181/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00181\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00181","actor":"rep_25","timestamp":"2026-03-30T05:07:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00181:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00181\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":333,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00181\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00181","actor":"rep_25","timestamp":"2026-03-30T05:16:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00181:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":62,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00181","actor":"rep_25","timestamp":"2026-03-30T05:33:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00181:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($408k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":157,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00181","actor":"rep_25","timestamp":"2026-03-30T05:26:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00181:05","content":"Salesforce Opportunity #crm_00181 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00181\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":211,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00181\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00181\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00181","actor":"rep_25","timestamp":"2026-03-30T05:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00181:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":248,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00181\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00181","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00181","actor":"rep_25","timestamp":"2026-03-30T06:18:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00181:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00181)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00181\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00181\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00182","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-03-11T13:57:00.000Z","closed_at":"2026-03-11T14:53:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($149k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00182","actor":"rep_01","timestamp":"2026-03-11T13:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00182:00","content":"Operational trigger received from salesforce for Apex Retail Group ($149k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":167,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$149k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00182","actor":"rep_01","timestamp":"2026-03-11T14:07:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00182:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00182\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":290,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00182/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00182\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00182","actor":"rep_01","timestamp":"2026-03-11T14:03:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00182:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00182\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":272,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00182\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00182","actor":"rep_01","timestamp":"2026-03-11T14:27:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00182:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":100,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00182","actor":"rep_01","timestamp":"2026-03-11T14:09:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00182:04","content":"Drafted executive opportunity summary for Apex Retail Group ($228k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":155,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00182","actor":"rep_01","timestamp":"2026-03-11T14:42:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00182:05","content":"Salesforce Opportunity #crm_00182 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00182\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":114,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00182\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00182\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00182","actor":"rep_01","timestamp":"2026-03-11T14:33:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00182:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":149,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00182\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00182","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00182","actor":"rep_01","timestamp":"2026-03-11T14:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00182:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00182)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00182\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":228,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00182\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00183","actor":"rep_20","actor_name":"Maya Patel","company":"Meridian Logistics","opened_at":"2026-02-05T12:31:00.000Z","closed_at":"2026-02-05T13:06:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($278k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00183","actor":"rep_20","timestamp":"2026-02-05T12:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00183:00","content":"Operational trigger received from salesforce for Meridian Logistics ($278k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$278k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00183","actor":"rep_20","timestamp":"2026-02-05T12:34:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00183:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00183\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":285,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00183/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00183\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00183","actor":"rep_20","timestamp":"2026-02-05T12:39:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00183:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00183\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":334,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00183\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00183","actor":"rep_20","timestamp":"2026-02-05T12:52:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00183:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":77,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00183","actor":"rep_20","timestamp":"2026-02-05T13:03:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00183:04","content":"Drafted executive opportunity summary for Meridian Logistics ($314k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":341,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00183","actor":"rep_20","timestamp":"2026-02-05T12:56:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00183:05","content":"Salesforce Opportunity #crm_00183 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00183\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":207,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00183\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00183\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00183","actor":"rep_20","timestamp":"2026-02-05T13:37:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00183:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":186,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00183\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00183","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00183","actor":"rep_20","timestamp":"2026-02-05T13:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00183:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00183)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00183\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":195,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00183\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00184","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-02-23T06:58:00.000Z","closed_at":"2026-02-23T07:26:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($153k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00184","actor":"rep_25","timestamp":"2026-02-23T06:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00184:00","content":"Operational trigger received from salesforce for Nexus AI ($153k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$153k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00184","actor":"rep_25","timestamp":"2026-02-23T07:02:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00184:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00184\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":171,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00184/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00184\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00184","actor":"rep_25","timestamp":"2026-02-23T07:04:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00184:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00184\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":349,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00184\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00184","actor":"rep_25","timestamp":"2026-02-23T07:19:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00184:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":47,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00184","actor":"rep_25","timestamp":"2026-02-23T07:34:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00184:04","content":"Drafted executive opportunity summary for Nexus AI ($89k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":215,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00184","actor":"rep_25","timestamp":"2026-02-23T07:28:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00184:05","content":"Salesforce Opportunity #crm_00184 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00184\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":330,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00184\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00184\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00184","actor":"rep_25","timestamp":"2026-02-23T07:16:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00184:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":236,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00184\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00184","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00184","actor":"rep_25","timestamp":"2026-02-23T07:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00184:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00184)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00184\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00184\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00185","actor":"rep_06","actor_name":"Marcus Vance","company":"FinTech Global","opened_at":"2026-03-29T23:41:00.000Z","closed_at":"2026-03-30T00:02:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($194k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00185","actor":"rep_06","timestamp":"2026-03-29T23:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00185:00","content":"Operational trigger received from salesforce for FinTech Global ($194k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":242,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$194k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00185","actor":"rep_06","timestamp":"2026-03-29T23:46:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00185:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00185\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":264,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00185/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00185\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00185","actor":"rep_06","timestamp":"2026-03-30T00:03:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00185:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00185\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":227,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00185\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00185","actor":"rep_06","timestamp":"2026-03-29T23:50:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00185:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":96,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00185","actor":"rep_06","timestamp":"2026-03-30T00:21:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00185:04","content":"Drafted executive opportunity summary for FinTech Global ($325k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":367,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00185","actor":"rep_06","timestamp":"2026-03-30T00:01:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00185:05","content":"Salesforce Opportunity #crm_00185 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00185\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":129,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00185\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00185\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00185","actor":"rep_06","timestamp":"2026-03-30T00:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00185:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":274,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00185\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00185","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00185","actor":"rep_06","timestamp":"2026-03-30T00:02:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00185:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00185)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00185\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00185\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00186","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-01-31T01:32:00.000Z","closed_at":"2026-01-31T02:21:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($363k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00186","actor":"rep_09","timestamp":"2026-01-31T01:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00186:00","content":"Operational trigger received from salesforce for Stripe Technologies ($363k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$363k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00186","actor":"rep_09","timestamp":"2026-01-31T01:36:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00186:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00186\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":149,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00186/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00186\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00186","actor":"rep_09","timestamp":"2026-01-31T01:48:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00186:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00186\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":256,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00186\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00186","actor":"rep_09","timestamp":"2026-01-31T01:59:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00186:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":76,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00186","actor":"rep_09","timestamp":"2026-01-31T02:16:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00186:04","content":"Drafted executive opportunity summary for Stripe Technologies ($82k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":151,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00186","actor":"rep_09","timestamp":"2026-01-31T01:57:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00186:05","content":"Salesforce Opportunity #crm_00186 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00186\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":210,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00186\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00186\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00186","actor":"rep_09","timestamp":"2026-01-31T02:26:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00186:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":247,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00186\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00186","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00186","actor":"rep_09","timestamp":"2026-01-31T02:21:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00186:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00186)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00186\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":252,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00186\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00187","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-01-30T11:12:00.000Z","closed_at":"2026-01-30T12:15:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($131k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00187","actor":"rep_11","timestamp":"2026-01-30T11:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00187:00","content":"Operational trigger received from salesforce for Acme Health Systems ($131k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":98,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$131k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00187","actor":"rep_11","timestamp":"2026-01-30T11:19:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00187:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00187\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":291,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00187/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00187\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00187","actor":"rep_11","timestamp":"2026-01-30T11:30:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00187:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00187\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":316,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00187\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00187","actor":"rep_11","timestamp":"2026-01-30T11:45:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00187:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":59,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00187","actor":"rep_11","timestamp":"2026-01-30T11:56:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00187:04","content":"Drafted executive opportunity summary for Acme Health Systems ($229k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":359,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00187","actor":"rep_11","timestamp":"2026-01-30T11:57:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00187:05","content":"Salesforce Opportunity #crm_00187 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00187\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":240,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00187\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00187\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00187","actor":"rep_11","timestamp":"2026-01-30T11:42:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00187:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":165,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00187\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00187","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00187","actor":"rep_11","timestamp":"2026-01-30T12:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00187:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00187)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00187\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":161,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00187\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00188","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-03-25T16:22:00.000Z","closed_at":"2026-03-25T17:11:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($401k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00188","actor":"rep_37","timestamp":"2026-03-25T16:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00188:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($401k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":134,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$401k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00188","actor":"rep_37","timestamp":"2026-03-25T16:32:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00188:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00188\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":152,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00188/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00188\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00188","actor":"rep_37","timestamp":"2026-03-25T16:44:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00188:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00188\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":269,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00188\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00188","actor":"rep_37","timestamp":"2026-03-25T16:34:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00188:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":260,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00188","actor":"rep_37","timestamp":"2026-03-25T17:02:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00188:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($329k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":154,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00188","actor":"rep_37","timestamp":"2026-03-25T17:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00188:05","content":"Salesforce Opportunity #crm_00188 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00188\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":165,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00188\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00188\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00188","actor":"rep_37","timestamp":"2026-03-25T16:40:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00188:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":289,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00188\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00188","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00188","actor":"rep_37","timestamp":"2026-03-25T17:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00188:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00188)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00188\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00188\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00189","actor":"rep_32","actor_name":"Liam O'Connor","company":"Sentinel Networks","opened_at":"2026-01-22T20:40:00.000Z","closed_at":"2026-01-22T21:50:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($409k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00189","actor":"rep_32","timestamp":"2026-01-22T20:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00189:00","content":"Operational trigger received from salesforce for Sentinel Networks ($409k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":263,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$409k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00189","actor":"rep_32","timestamp":"2026-01-22T20:43:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00189:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00189\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":140,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00189/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00189\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00189","actor":"rep_32","timestamp":"2026-01-22T20:46:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00189:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00189\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":227,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00189\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00189","actor":"rep_32","timestamp":"2026-01-22T21:04:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00189:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":230,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00189","actor":"rep_32","timestamp":"2026-01-22T20:56:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00189:04","content":"Drafted executive opportunity summary for Sentinel Networks ($68k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":224,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00189","actor":"rep_32","timestamp":"2026-01-22T21:25:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00189:05","content":"Salesforce Opportunity #crm_00189 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00189\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":328,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00189\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00189\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00189","actor":"rep_32","timestamp":"2026-01-22T20:58:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00189:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":143,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00189\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00189","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00189","actor":"rep_32","timestamp":"2026-01-22T21:50:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00189:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00189)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00189\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":116,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00189\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00190","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-02-09T00:38:00.000Z","closed_at":"2026-02-09T01:06:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($159k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00190","actor":"rep_25","timestamp":"2026-02-09T00:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00190:00","content":"Operational trigger received from salesforce for Apex Retail Group ($159k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":152,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$159k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00190","actor":"rep_25","timestamp":"2026-02-09T00:42:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00190:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00190\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":343,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00190/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00190\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00190","actor":"rep_25","timestamp":"2026-02-09T00:56:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00190:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00190\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":299,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00190\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00190","actor":"rep_25","timestamp":"2026-02-09T01:11:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00190:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":48,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00190","actor":"rep_25","timestamp":"2026-02-09T01:14:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00190:04","content":"Drafted executive opportunity summary for Apex Retail Group ($94k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":321,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00190","actor":"rep_25","timestamp":"2026-02-09T01:33:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00190:05","content":"Salesforce Opportunity #crm_00190 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00190\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":279,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00190\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00190\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00190","actor":"rep_25","timestamp":"2026-02-09T01:20:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00190:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":123,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00190\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00190","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00190","actor":"rep_25","timestamp":"2026-02-09T01:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00190:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00190)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00190\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":217,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00190\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00191","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-03-17T06:48:00.000Z","closed_at":"2026-03-17T08:05:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($130k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00191","actor":"rep_37","timestamp":"2026-03-17T06:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00191:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($130k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$130k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00191","actor":"rep_37","timestamp":"2026-03-17T06:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00191:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00191\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":307,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00191/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00191\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00191","actor":"rep_37","timestamp":"2026-03-17T07:04:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00191:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00191\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":314,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00191\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00191","actor":"rep_37","timestamp":"2026-03-17T07:12:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00191:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":57,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00191","actor":"rep_37","timestamp":"2026-03-17T07:12:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00191:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($79k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":246,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00191","actor":"rep_37","timestamp":"2026-03-17T07:23:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00191:05","content":"Salesforce Opportunity #crm_00191 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00191\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":260,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00191\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00191\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00191","actor":"rep_37","timestamp":"2026-03-17T07:12:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00191:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":303,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00191\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00191","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00191","actor":"rep_37","timestamp":"2026-03-17T08:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00191:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00191)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00191\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00191\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00192","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-01-04T14:42:00.000Z","closed_at":"2026-01-04T15:17:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($298k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00192","actor":"rep_31","timestamp":"2026-01-04T14:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00192:00","content":"Operational trigger received from salesforce for Sentinel Networks ($298k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$298k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00192","actor":"rep_31","timestamp":"2026-01-04T14:51:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00192:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00192\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":299,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00192/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00192\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00192","actor":"rep_31","timestamp":"2026-01-04T15:04:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00192:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00192\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":222,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00192\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00192","actor":"rep_31","timestamp":"2026-01-04T15:09:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00192:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":239,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00192","actor":"rep_31","timestamp":"2026-01-04T14:54:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00192:04","content":"Drafted executive opportunity summary for Sentinel Networks ($71k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":358,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00192","actor":"rep_31","timestamp":"2026-01-04T15:12:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00192:05","content":"Salesforce Opportunity #crm_00192 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00192\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":277,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00192\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00192\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00192","actor":"rep_31","timestamp":"2026-01-04T15:42:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00192:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":183,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00192\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00192","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00192","actor":"rep_31","timestamp":"2026-01-04T15:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00192:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00192)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00192\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":221,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00192\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00193","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-02-09T06:36:00.000Z","closed_at":"2026-02-09T07:53:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($99k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00193","actor":"rep_06","timestamp":"2026-02-09T06:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00193:00","content":"Operational trigger received from salesforce for NovaBio Labs ($99k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":189,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$99k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00193","actor":"rep_06","timestamp":"2026-02-09T06:39:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00193:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00193\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":181,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00193/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00193\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00193","actor":"rep_06","timestamp":"2026-02-09T06:58:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00193:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00193\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":177,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00193\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00193","actor":"rep_06","timestamp":"2026-02-09T07:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00193:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":239,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00193","actor":"rep_06","timestamp":"2026-02-09T07:16:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00193:04","content":"Drafted executive opportunity summary for NovaBio Labs ($214k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":346,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00193","actor":"rep_06","timestamp":"2026-02-09T07:01:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00193:05","content":"Salesforce Opportunity #crm_00193 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00193\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":254,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00193\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00193\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00193","actor":"rep_06","timestamp":"2026-02-09T07:24:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00193:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":219,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00193\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00193","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00193","actor":"rep_06","timestamp":"2026-02-09T07:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00193:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00193)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00193\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":270,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00193\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00194","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-02-01T02:11:00.000Z","closed_at":"2026-02-01T02:46:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($98k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00194","actor":"rep_20","timestamp":"2026-02-01T02:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00194:00","content":"Operational trigger received from salesforce for Catalyst Software ($98k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":174,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$98k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00194","actor":"rep_20","timestamp":"2026-02-01T02:18:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00194:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00194\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":300,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00194/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00194\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00194","actor":"rep_20","timestamp":"2026-02-01T02:33:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00194:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00194\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":266,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00194\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00194","actor":"rep_20","timestamp":"2026-02-01T02:41:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00194:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":134,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00194","actor":"rep_20","timestamp":"2026-02-01T02:27:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00194:04","content":"Drafted executive opportunity summary for Catalyst Software ($394k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":342,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00194","actor":"rep_20","timestamp":"2026-02-01T02:31:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00194:05","content":"Salesforce Opportunity #crm_00194 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00194\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":199,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00194\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00194\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00194","actor":"rep_20","timestamp":"2026-02-01T02:59:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00194:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":294,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00194\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00194","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00194","actor":"rep_20","timestamp":"2026-02-01T02:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00194:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00194)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00194\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":155,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00194\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00195","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-03-01T01:16:00.000Z","closed_at":"2026-03-01T01:58:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($154k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00195","actor":"rep_32","timestamp":"2026-03-01T01:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00195:00","content":"Operational trigger received from salesforce for Stripe Technologies ($154k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":57,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$154k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00195","actor":"rep_32","timestamp":"2026-03-01T01:23:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00195:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00195\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":291,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00195/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00195\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00195","actor":"rep_32","timestamp":"2026-03-01T01:34:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00195:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00195\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":182,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00195\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00195","actor":"rep_32","timestamp":"2026-03-01T01:43:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00195:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":224,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00195","actor":"rep_32","timestamp":"2026-03-01T01:56:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00195:04","content":"Drafted executive opportunity summary for Stripe Technologies ($441k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":187,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00195","actor":"rep_32","timestamp":"2026-03-01T01:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00195:05","content":"Salesforce Opportunity #crm_00195 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00195\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":282,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00195\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00195\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00195","actor":"rep_32","timestamp":"2026-03-01T01:52:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00195:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":139,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00195\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00195","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00195","actor":"rep_32","timestamp":"2026-03-01T01:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00195:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00195)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00195\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":257,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00195\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00196","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-01-24T08:28:00.000Z","closed_at":"2026-01-24T08:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($390k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00196","actor":"rep_31","timestamp":"2026-01-24T08:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00196:00","content":"Operational trigger received from salesforce for Vertex Cyber ($390k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":213,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$390k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00196","actor":"rep_31","timestamp":"2026-01-24T08:31:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00196:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00196\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":319,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00196/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00196\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00196","actor":"rep_31","timestamp":"2026-01-24T08:38:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00196:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00196\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":236,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00196\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00196","actor":"rep_31","timestamp":"2026-01-24T08:52:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00196:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":179,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00196","actor":"rep_31","timestamp":"2026-01-24T09:08:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00196:04","content":"Drafted executive opportunity summary for Vertex Cyber ($301k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":344,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00196","actor":"rep_31","timestamp":"2026-01-24T08:43:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00196:05","content":"Salesforce Opportunity #crm_00196 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00196\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":256,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00196\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00196\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00196","actor":"rep_31","timestamp":"2026-01-24T09:22:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00196:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":113,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00196\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00196","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00196","actor":"rep_31","timestamp":"2026-01-24T08:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00196:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00196)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00196\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":219,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00196\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00197","actor":"rep_20","actor_name":"Maya Patel","company":"Aura Therapeutics","opened_at":"2026-03-15T17:47:00.000Z","closed_at":"2026-03-15T18:36:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($273k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00197","actor":"rep_20","timestamp":"2026-03-15T17:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00197:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($273k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$273k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00197","actor":"rep_20","timestamp":"2026-03-15T17:51:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00197:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00197\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":361,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00197/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00197\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00197","actor":"rep_20","timestamp":"2026-03-15T18:09:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00197:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00197\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":301,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00197\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00197","actor":"rep_20","timestamp":"2026-03-15T17:59:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00197:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":134,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00197","actor":"rep_20","timestamp":"2026-03-15T18:19:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00197:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($288k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":198,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00197","actor":"rep_20","timestamp":"2026-03-15T18:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00197:05","content":"Salesforce Opportunity #crm_00197 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00197\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":288,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00197\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00197\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00197","actor":"rep_20","timestamp":"2026-03-15T18:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00197:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":222,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00197\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00197","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00197","actor":"rep_20","timestamp":"2026-03-15T18:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00197:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00197)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00197\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":58,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00197\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00198","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-02-10T16:08:00.000Z","closed_at":"2026-02-10T16:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($217k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00198","actor":"rep_06","timestamp":"2026-02-10T16:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00198:00","content":"Operational trigger received from salesforce for Pinnacle Media ($217k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":68,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$217k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00198","actor":"rep_06","timestamp":"2026-02-10T16:17:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00198:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00198\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":199,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00198/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00198\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00198","actor":"rep_06","timestamp":"2026-02-10T16:20:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00198:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00198\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":218,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00198\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00198","actor":"rep_06","timestamp":"2026-02-10T16:26:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00198:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":273,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00198","actor":"rep_06","timestamp":"2026-02-10T16:52:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00198:04","content":"Drafted executive opportunity summary for Pinnacle Media ($449k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":291,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00198","actor":"rep_06","timestamp":"2026-02-10T16:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00198:05","content":"Salesforce Opportunity #crm_00198 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00198\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":252,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00198\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00198\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00198","actor":"rep_06","timestamp":"2026-02-10T16:50:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00198:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":138,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00198\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00198","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00198","actor":"rep_06","timestamp":"2026-02-10T16:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00198:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00198)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00198\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":71,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00198\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00199","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-03-28T08:20:00.000Z","closed_at":"2026-03-28T09:30:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($413k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00199","actor":"rep_01","timestamp":"2026-03-28T08:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00199:00","content":"Operational trigger received from salesforce for Acme Health Systems ($413k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":106,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00199","actor":"rep_01","timestamp":"2026-03-28T08:24:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00199:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00199\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":180,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00199/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00199\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00199","actor":"rep_01","timestamp":"2026-03-28T08:28:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00199:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00199\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":296,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00199\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00199","actor":"rep_01","timestamp":"2026-03-28T08:38:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00199:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":272,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00199","actor":"rep_01","timestamp":"2026-03-28T09:04:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00199:04","content":"Drafted executive opportunity summary for Acme Health Systems ($341k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":224,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00199","actor":"rep_01","timestamp":"2026-03-28T08:45:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00199:05","content":"Salesforce Opportunity #crm_00199 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00199\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":121,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00199\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00199\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00199","actor":"rep_01","timestamp":"2026-03-28T09:02:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00199:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":203,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00199\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00199","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00199","actor":"rep_01","timestamp":"2026-03-28T09:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00199:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00199)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00199\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":172,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00199\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00200","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-03T19:29:00.000Z","closed_at":"2026-01-03T19:57:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($394k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00200","actor":"rep_20","timestamp":"2026-01-03T19:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00200:00","content":"Operational trigger received from salesforce for Apex Retail Group ($394k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":157,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$394k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00200","actor":"rep_20","timestamp":"2026-01-03T19:36:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00200:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00200\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":208,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00200/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00200\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00200","actor":"rep_20","timestamp":"2026-01-03T19:41:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00200:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00200\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":357,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00200\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00200","actor":"rep_20","timestamp":"2026-01-03T19:59:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00200:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":69,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00200","actor":"rep_20","timestamp":"2026-01-03T19:49:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00200:04","content":"Drafted executive opportunity summary for Apex Retail Group ($79k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":337,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00200","actor":"rep_20","timestamp":"2026-01-03T19:44:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00200:05","content":"Salesforce Opportunity #crm_00200 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00200\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":248,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00200\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00200\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00200","actor":"rep_20","timestamp":"2026-01-03T20:29:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00200:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":135,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00200\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00200","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00200","actor":"rep_20","timestamp":"2026-01-03T19:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00200:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00200)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00200\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00200\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00201","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-01-20T06:04:00.000Z","closed_at":"2026-01-20T06:32:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($378k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00201","actor":"rep_20","timestamp":"2026-01-20T06:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00201:00","content":"Operational trigger received from salesforce for Acme Health Systems ($378k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$378k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00201","actor":"rep_20","timestamp":"2026-01-20T06:12:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00201:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00201\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":140,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00201/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00201\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00201","actor":"rep_20","timestamp":"2026-01-20T06:14:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00201:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00201\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":380,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00201\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00201","actor":"rep_20","timestamp":"2026-01-20T06:25:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00201:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":171,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00201","actor":"rep_20","timestamp":"2026-01-20T06:32:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00201:04","content":"Drafted executive opportunity summary for Acme Health Systems ($87k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":267,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00201","actor":"rep_20","timestamp":"2026-01-20T06:44:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00201:05","content":"Salesforce Opportunity #crm_00201 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00201\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":155,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00201\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00201\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00201","actor":"rep_20","timestamp":"2026-01-20T07:10:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00201:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":144,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00201\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00201","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00201","actor":"rep_20","timestamp":"2026-01-20T06:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00201:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00201)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00201\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":260,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00201\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00202","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-02-01T14:54:00.000Z","closed_at":"2026-02-01T15:15:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($411k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00202","actor":"rep_32","timestamp":"2026-02-01T14:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00202:00","content":"Operational trigger received from salesforce for Acme Health Systems ($411k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":267,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$411k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00202","actor":"rep_32","timestamp":"2026-02-01T14:59:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00202:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00202\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":287,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00202/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00202\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00202","actor":"rep_32","timestamp":"2026-02-01T15:14:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00202:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00202\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":389,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00202\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00202","actor":"rep_32","timestamp":"2026-02-01T15:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00202:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":148,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00202","actor":"rep_32","timestamp":"2026-02-01T15:30:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00202:04","content":"Drafted executive opportunity summary for Acme Health Systems ($325k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":270,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00202","actor":"rep_32","timestamp":"2026-02-01T15:34:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00202:05","content":"Salesforce Opportunity #crm_00202 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00202\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":238,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00202\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00202\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00202","actor":"rep_32","timestamp":"2026-02-01T16:00:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00202:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":143,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00202\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00202","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00202","actor":"rep_32","timestamp":"2026-02-01T15:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00202:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00202)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00202\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":163,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00202\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00203","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-01-31T13:21:00.000Z","closed_at":"2026-01-31T14:38:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($401k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00203","actor":"rep_11","timestamp":"2026-01-31T13:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00203:00","content":"Operational trigger received from salesforce for Vanguard Financial ($401k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$401k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00203","actor":"rep_11","timestamp":"2026-01-31T13:31:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00203:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00203\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":226,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00203/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00203\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00203","actor":"rep_11","timestamp":"2026-01-31T13:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00203:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00203\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":318,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00203\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00203","actor":"rep_11","timestamp":"2026-01-31T13:36:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00203:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":81,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00203","actor":"rep_11","timestamp":"2026-01-31T13:45:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00203:04","content":"Drafted executive opportunity summary for Vanguard Financial ($195k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":203,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00203","actor":"rep_11","timestamp":"2026-01-31T13:56:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00203:05","content":"Salesforce Opportunity #crm_00203 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00203\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":139,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00203\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00203\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00203","actor":"rep_11","timestamp":"2026-01-31T13:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00203:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":132,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00203\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00203","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00203","actor":"rep_11","timestamp":"2026-01-31T14:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00203:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00203)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00203\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":233,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00203\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00204","actor":"rep_11","actor_name":"David Kim","company":"Apex Retail Group","opened_at":"2026-01-08T12:46:00.000Z","closed_at":"2026-01-08T13:14:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($460k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00204","actor":"rep_11","timestamp":"2026-01-08T12:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00204:00","content":"Operational trigger received from salesforce for Apex Retail Group ($460k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":82,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$460k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00204","actor":"rep_11","timestamp":"2026-01-08T12:56:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00204:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00204\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":248,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00204/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00204\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00204","actor":"rep_11","timestamp":"2026-01-08T12:54:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00204:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00204\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":214,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00204\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00204","actor":"rep_11","timestamp":"2026-01-08T12:55:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00204:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":91,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00204","actor":"rep_11","timestamp":"2026-01-08T13:30:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00204:04","content":"Drafted executive opportunity summary for Apex Retail Group ($240k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":357,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00204","actor":"rep_11","timestamp":"2026-01-08T13:36:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00204:05","content":"Salesforce Opportunity #crm_00204 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00204\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":188,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00204\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00204\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00204","actor":"rep_11","timestamp":"2026-01-08T13:22:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00204:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":314,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00204\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00204","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00204","actor":"rep_11","timestamp":"2026-01-08T13:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00204:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00204)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00204\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":127,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00204\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00205","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-02-02T14:12:00.000Z","closed_at":"2026-02-02T15:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($72k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00205","actor":"rep_01","timestamp":"2026-02-02T14:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00205:00","content":"Operational trigger received from salesforce for Apex Retail Group ($72k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":103,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$72k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00205","actor":"rep_01","timestamp":"2026-02-02T14:16:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00205:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00205\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":245,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00205/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00205\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00205","actor":"rep_01","timestamp":"2026-02-02T14:24:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00205:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00205\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":211,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00205\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00205","actor":"rep_01","timestamp":"2026-02-02T14:33:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00205:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":264,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00205","actor":"rep_01","timestamp":"2026-02-02T14:48:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00205:04","content":"Drafted executive opportunity summary for Apex Retail Group ($58k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":363,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00205","actor":"rep_01","timestamp":"2026-02-02T14:37:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00205:05","content":"Salesforce Opportunity #crm_00205 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00205\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":312,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00205\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00205\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00205","actor":"rep_01","timestamp":"2026-02-02T15:06:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00205:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":102,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00205\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00205","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00205","actor":"rep_01","timestamp":"2026-02-02T15:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00205:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00205)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00205\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":117,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00205\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00206","actor":"rep_09","actor_name":"Elena Rostova","company":"Nexus AI","opened_at":"2026-01-09T14:26:00.000Z","closed_at":"2026-01-09T15:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($161k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00206","actor":"rep_09","timestamp":"2026-01-09T14:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00206:00","content":"Operational trigger received from salesforce for Nexus AI ($161k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$161k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00206","actor":"rep_09","timestamp":"2026-01-09T14:33:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00206:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00206\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":233,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00206/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00206\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00206","actor":"rep_09","timestamp":"2026-01-09T14:46:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00206:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00206\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":270,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00206\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00206","actor":"rep_09","timestamp":"2026-01-09T14:53:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00206:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":115,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00206","actor":"rep_09","timestamp":"2026-01-09T15:10:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00206:04","content":"Drafted executive opportunity summary for Nexus AI ($104k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":258,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00206","actor":"rep_09","timestamp":"2026-01-09T14:46:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00206:05","content":"Salesforce Opportunity #crm_00206 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00206\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":277,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00206\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00206\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00206","actor":"rep_09","timestamp":"2026-01-09T15:02:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00206:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":110,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00206\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00206","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00206","actor":"rep_09","timestamp":"2026-01-09T15:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00206:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00206)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00206\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00206\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00207","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-03-25T01:12:00.000Z","closed_at":"2026-03-25T02:22:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($362k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00207","actor":"rep_19","timestamp":"2026-03-25T01:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00207:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($362k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$362k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00207","actor":"rep_19","timestamp":"2026-03-25T01:22:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00207:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00207\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":335,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00207/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00207\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00207","actor":"rep_19","timestamp":"2026-03-25T01:24:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00207:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00207\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":322,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00207\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00207","actor":"rep_19","timestamp":"2026-03-25T01:27:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00207:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":63,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00207","actor":"rep_19","timestamp":"2026-03-25T01:56:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00207:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($393k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":156,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00207","actor":"rep_19","timestamp":"2026-03-25T02:02:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00207:05","content":"Salesforce Opportunity #crm_00207 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00207\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":299,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00207\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00207\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00207","actor":"rep_19","timestamp":"2026-03-25T01:30:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00207:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":261,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00207\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00207","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00207","actor":"rep_19","timestamp":"2026-03-25T02:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00207:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00207)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00207\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":229,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00207\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00208","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-03-19T10:53:00.000Z","closed_at":"2026-03-19T11:28:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($403k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00208","actor":"rep_09","timestamp":"2026-03-19T10:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00208:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($403k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":104,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$403k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00208","actor":"rep_09","timestamp":"2026-03-19T10:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00208:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00208\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":164,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00208/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00208\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00208","actor":"rep_09","timestamp":"2026-03-19T11:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00208:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00208\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":347,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00208\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00208","actor":"rep_09","timestamp":"2026-03-19T11:26:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00208:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":137,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00208","actor":"rep_09","timestamp":"2026-03-19T11:29:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00208:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($210k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":216,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00208","actor":"rep_09","timestamp":"2026-03-19T11:38:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00208:05","content":"Salesforce Opportunity #crm_00208 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00208\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":264,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00208\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00208\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00208","actor":"rep_09","timestamp":"2026-03-19T11:41:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00208:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":231,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00208\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00208","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00208","actor":"rep_09","timestamp":"2026-03-19T11:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00208:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00208)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00208\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":257,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00208\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00209","actor":"rep_31","actor_name":"Aisha Taylor","company":"CloudScale Data","opened_at":"2026-03-14T12:27:00.000Z","closed_at":"2026-03-14T13:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($356k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00209","actor":"rep_31","timestamp":"2026-03-14T12:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00209:00","content":"Operational trigger received from salesforce for CloudScale Data ($356k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":238,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$356k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00209","actor":"rep_31","timestamp":"2026-03-14T12:37:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00209:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00209\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":281,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00209/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00209\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00209","actor":"rep_31","timestamp":"2026-03-14T12:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00209:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00209\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":308,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00209\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00209","actor":"rep_31","timestamp":"2026-03-14T12:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00209:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":207,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00209","actor":"rep_31","timestamp":"2026-03-14T12:43:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00209:04","content":"Drafted executive opportunity summary for CloudScale Data ($310k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":299,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00209","actor":"rep_31","timestamp":"2026-03-14T13:17:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00209:05","content":"Salesforce Opportunity #crm_00209 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00209\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":111,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00209\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00209\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00209","actor":"rep_31","timestamp":"2026-03-14T13:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00209:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":280,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00209\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00209","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00209","actor":"rep_31","timestamp":"2026-03-14T13:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00209:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00209)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00209\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00209\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00210","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-03-29T02:21:00.000Z","closed_at":"2026-03-29T03:24:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($405k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00210","actor":"rep_11","timestamp":"2026-03-29T02:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00210:00","content":"Operational trigger received from salesforce for FinTech Global ($405k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":80,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$405k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00210","actor":"rep_11","timestamp":"2026-03-29T02:28:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00210:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00210\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":192,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00210/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00210\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00210","actor":"rep_11","timestamp":"2026-03-29T02:39:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00210:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00210\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":348,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00210\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00210","actor":"rep_11","timestamp":"2026-03-29T02:45:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00210:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":258,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00210","actor":"rep_11","timestamp":"2026-03-29T03:05:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00210:04","content":"Drafted executive opportunity summary for FinTech Global ($283k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":332,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00210","actor":"rep_11","timestamp":"2026-03-29T02:56:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00210:05","content":"Salesforce Opportunity #crm_00210 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00210\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":232,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00210\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00210\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00210","actor":"rep_11","timestamp":"2026-03-29T03:21:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00210:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":89,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00210\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00210","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00210","actor":"rep_11","timestamp":"2026-03-29T03:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00210:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00210)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00210\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":128,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00210\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00211","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-01-17T08:43:00.000Z","closed_at":"2026-01-17T09:39:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($335k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00211","actor":"rep_19","timestamp":"2026-01-17T08:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00211:00","content":"Operational trigger received from salesforce for Stripe Technologies ($335k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":214,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$335k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00211","actor":"rep_19","timestamp":"2026-01-17T08:51:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00211:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00211\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":226,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00211/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00211\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00211","actor":"rep_19","timestamp":"2026-01-17T09:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00211:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00211\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":181,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00211\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00211","actor":"rep_19","timestamp":"2026-01-17T09:04:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00211:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":159,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00211","actor":"rep_19","timestamp":"2026-01-17T09:27:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00211:04","content":"Drafted executive opportunity summary for Stripe Technologies ($386k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":296,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00211","actor":"rep_19","timestamp":"2026-01-17T09:33:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00211:05","content":"Salesforce Opportunity #crm_00211 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00211\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":170,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00211\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00211\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00211","actor":"rep_19","timestamp":"2026-01-17T09:13:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00211:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":311,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00211\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00211","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00211","actor":"rep_19","timestamp":"2026-01-17T09:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00211:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00211)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00211\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":205,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00211\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00212","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-03-21T06:29:00.000Z","closed_at":"2026-03-21T07:11:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($172k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00212","actor":"rep_19","timestamp":"2026-03-21T06:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00212:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($172k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":101,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$172k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00212","actor":"rep_19","timestamp":"2026-03-21T06:33:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00212:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00212\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":357,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00212/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00212\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00212","actor":"rep_19","timestamp":"2026-03-21T06:39:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00212:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00212\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":216,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00212\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00212","actor":"rep_19","timestamp":"2026-03-21T06:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00212:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":51,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00212","actor":"rep_19","timestamp":"2026-03-21T06:49:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00212:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($80k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":250,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00212","actor":"rep_19","timestamp":"2026-03-21T06:59:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00212:05","content":"Salesforce Opportunity #crm_00212 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00212\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":223,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00212\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00212\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00212","actor":"rep_19","timestamp":"2026-03-21T06:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00212:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":249,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00212\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00212","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00212","actor":"rep_19","timestamp":"2026-03-21T07:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00212:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00212)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00212\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":135,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00212\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00213","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-03-02T00:30:00.000Z","closed_at":"2026-03-02T01:40:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($235k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00213","actor":"rep_09","timestamp":"2026-03-02T00:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00213:00","content":"Operational trigger received from salesforce for Vanguard Financial ($235k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":196,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$235k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00213","actor":"rep_09","timestamp":"2026-03-02T00:37:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00213:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00213\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":323,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00213/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00213\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00213","actor":"rep_09","timestamp":"2026-03-02T00:36:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00213:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00213\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":305,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00213\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00213","actor":"rep_09","timestamp":"2026-03-02T00:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00213:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":160,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00213","actor":"rep_09","timestamp":"2026-03-02T00:42:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00213:04","content":"Drafted executive opportunity summary for Vanguard Financial ($444k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":217,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00213","actor":"rep_09","timestamp":"2026-03-02T01:15:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00213:05","content":"Salesforce Opportunity #crm_00213 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00213\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":150,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00213\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00213\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00213","actor":"rep_09","timestamp":"2026-03-02T01:30:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00213:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":284,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00213\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00213","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00213","actor":"rep_09","timestamp":"2026-03-02T01:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00213:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00213)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00213\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":91,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00213\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00214","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-03-28T16:58:00.000Z","closed_at":"2026-03-28T18:15:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($174k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00214","actor":"rep_32","timestamp":"2026-03-28T16:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00214:00","content":"Operational trigger received from salesforce for Vanguard Financial ($174k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":156,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00214","actor":"rep_32","timestamp":"2026-03-28T17:05:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00214:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00214\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":210,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00214/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00214\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00214","actor":"rep_32","timestamp":"2026-03-28T17:06:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00214:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00214\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":377,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00214\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00214","actor":"rep_32","timestamp":"2026-03-28T17:13:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00214:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":213,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00214","actor":"rep_32","timestamp":"2026-03-28T17:42:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00214:04","content":"Drafted executive opportunity summary for Vanguard Financial ($61k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":355,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00214","actor":"rep_32","timestamp":"2026-03-28T17:13:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00214:05","content":"Salesforce Opportunity #crm_00214 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00214\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":344,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00214\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00214\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00214","actor":"rep_32","timestamp":"2026-03-28T17:52:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00214:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":255,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00214\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00214","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00214","actor":"rep_32","timestamp":"2026-03-28T18:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00214:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00214)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00214\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":189,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00214\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00215","actor":"rep_09","actor_name":"Elena Rostova","company":"OmniChannel Inc","opened_at":"2026-02-10T20:17:00.000Z","closed_at":"2026-02-10T20:52:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($185k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00215","actor":"rep_09","timestamp":"2026-02-10T20:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00215:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($185k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":220,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$185k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00215","actor":"rep_09","timestamp":"2026-02-10T20:20:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00215:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00215\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":141,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00215/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00215\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00215","actor":"rep_09","timestamp":"2026-02-10T20:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00215:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00215\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":308,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00215\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00215","actor":"rep_09","timestamp":"2026-02-10T20:47:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00215:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":47,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00215","actor":"rep_09","timestamp":"2026-02-10T20:49:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00215:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($377k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":308,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00215","actor":"rep_09","timestamp":"2026-02-10T21:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00215:05","content":"Salesforce Opportunity #crm_00215 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00215\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":270,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00215\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00215\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00215","actor":"rep_09","timestamp":"2026-02-10T21:05:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00215:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":303,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00215\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00215","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00215","actor":"rep_09","timestamp":"2026-02-10T20:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00215:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00215)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00215\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":147,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00215\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00216","actor":"rep_25","actor_name":"Carlos Mendez","company":"FinTech Global","opened_at":"2026-02-03T13:00:00.000Z","closed_at":"2026-02-03T13:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($87k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00216","actor":"rep_25","timestamp":"2026-02-03T13:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00216:00","content":"Operational trigger received from salesforce for FinTech Global ($87k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":182,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$87k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00216","actor":"rep_25","timestamp":"2026-02-03T13:03:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00216:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00216\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":132,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00216/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00216\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00216","actor":"rep_25","timestamp":"2026-02-03T13:22:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00216:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00216\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":189,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00216\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00216","actor":"rep_25","timestamp":"2026-02-03T13:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00216:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":113,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00216","actor":"rep_25","timestamp":"2026-02-03T13:28:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00216:04","content":"Drafted executive opportunity summary for FinTech Global ($454k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":228,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00216","actor":"rep_25","timestamp":"2026-02-03T13:30:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00216:05","content":"Salesforce Opportunity #crm_00216 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00216\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":203,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00216\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00216\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00216","actor":"rep_25","timestamp":"2026-02-03T13:54:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00216:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":260,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00216\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00216","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00216","actor":"rep_25","timestamp":"2026-02-03T13:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00216:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00216)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00216\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00216\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00217","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-03-06T23:56:00.000Z","closed_at":"2026-03-07T01:13:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($68k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00217","actor":"rep_11","timestamp":"2026-03-06T23:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00217:00","content":"Operational trigger received from salesforce for Vertex Cyber ($68k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":98,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$68k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00217","actor":"rep_11","timestamp":"2026-03-06T23:59:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00217:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00217\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":172,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00217/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00217\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00217","actor":"rep_11","timestamp":"2026-03-07T00:10:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00217:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00217\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":236,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00217\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00217","actor":"rep_11","timestamp":"2026-03-07T00:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00217:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":252,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00217","actor":"rep_11","timestamp":"2026-03-07T00:20:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00217:04","content":"Drafted executive opportunity summary for Vertex Cyber ($251k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":294,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00217","actor":"rep_11","timestamp":"2026-03-07T00:46:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00217:05","content":"Salesforce Opportunity #crm_00217 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00217\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":241,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00217\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00217\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00217","actor":"rep_11","timestamp":"2026-03-07T00:26:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00217:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":156,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00217\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00217","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00217","actor":"rep_11","timestamp":"2026-03-07T01:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00217:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00217)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00217\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":92,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00217\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00218","actor":"rep_09","actor_name":"Elena Rostova","company":"Apex Retail Group","opened_at":"2026-01-26T23:42:00.000Z","closed_at":"2026-01-27T00:17:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($304k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00218","actor":"rep_09","timestamp":"2026-01-26T23:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00218:00","content":"Operational trigger received from salesforce for Apex Retail Group ($304k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":200,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$304k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00218","actor":"rep_09","timestamp":"2026-01-26T23:52:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00218:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00218\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":329,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00218/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00218\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00218","actor":"rep_09","timestamp":"2026-01-27T00:02:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00218:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00218\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":357,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00218\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00218","actor":"rep_09","timestamp":"2026-01-26T23:57:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00218:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":277,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00218","actor":"rep_09","timestamp":"2026-01-27T00:14:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00218:04","content":"Drafted executive opportunity summary for Apex Retail Group ($111k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":271,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00218","actor":"rep_09","timestamp":"2026-01-26T23:57:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00218:05","content":"Salesforce Opportunity #crm_00218 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00218\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":320,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00218\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00218\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00218","actor":"rep_09","timestamp":"2026-01-27T00:30:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00218:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":178,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00218\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00218","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00218","actor":"rep_09","timestamp":"2026-01-27T00:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00218:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00218)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00218\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":118,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00218\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00219","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-03-22T21:49:00.000Z","closed_at":"2026-03-22T22:17:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($130k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00219","actor":"rep_14","timestamp":"2026-03-22T21:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00219:00","content":"Operational trigger received from salesforce for FinTech Global ($130k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":138,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$130k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00219","actor":"rep_14","timestamp":"2026-03-22T21:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00219:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00219\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":198,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00219/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00219\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00219","actor":"rep_14","timestamp":"2026-03-22T22:05:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00219:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00219\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":376,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00219\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00219","actor":"rep_14","timestamp":"2026-03-22T22:16:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00219:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":101,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00219","actor":"rep_14","timestamp":"2026-03-22T22:21:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00219:04","content":"Drafted executive opportunity summary for FinTech Global ($258k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":329,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00219","actor":"rep_14","timestamp":"2026-03-22T22:14:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00219:05","content":"Salesforce Opportunity #crm_00219 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00219\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":230,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00219\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00219\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00219","actor":"rep_14","timestamp":"2026-03-22T22:19:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00219:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":205,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00219\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00219","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00219","actor":"rep_14","timestamp":"2026-03-22T22:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00219:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00219)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00219\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":153,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00219\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00220","actor":"rep_06","actor_name":"Marcus Vance","company":"OmniChannel Inc","opened_at":"2026-03-04T02:13:00.000Z","closed_at":"2026-03-04T03:30:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($204k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00220","actor":"rep_06","timestamp":"2026-03-04T02:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00220:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($204k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":121,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$204k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00220","actor":"rep_06","timestamp":"2026-03-04T02:20:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00220:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00220\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":215,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00220/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00220\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00220","actor":"rep_06","timestamp":"2026-03-04T02:31:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00220:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00220\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":267,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00220\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00220","actor":"rep_06","timestamp":"2026-03-04T02:46:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00220:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":182,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00220","actor":"rep_06","timestamp":"2026-03-04T02:45:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00220:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($195k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":232,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00220","actor":"rep_06","timestamp":"2026-03-04T02:58:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00220:05","content":"Salesforce Opportunity #crm_00220 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00220\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":188,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00220\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00220\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00220","actor":"rep_06","timestamp":"2026-03-04T02:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00220:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":209,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00220\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00220","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00220","actor":"rep_06","timestamp":"2026-03-04T03:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00220:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00220)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00220\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00220\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00221","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-02-07T07:57:00.000Z","closed_at":"2026-02-07T08:46:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($210k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00221","actor":"rep_37","timestamp":"2026-02-07T07:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00221:00","content":"Operational trigger received from salesforce for Stripe Technologies ($210k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":105,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$210k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00221","actor":"rep_37","timestamp":"2026-02-07T08:02:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00221:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00221\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":132,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00221/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00221\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00221","actor":"rep_37","timestamp":"2026-02-07T08:19:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00221:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00221\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":245,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00221\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00221","actor":"rep_37","timestamp":"2026-02-07T08:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00221:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":201,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00221","actor":"rep_37","timestamp":"2026-02-07T08:41:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00221:04","content":"Drafted executive opportunity summary for Stripe Technologies ($368k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":312,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00221","actor":"rep_37","timestamp":"2026-02-07T08:42:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00221:05","content":"Salesforce Opportunity #crm_00221 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00221\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":302,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00221\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00221\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00221","actor":"rep_37","timestamp":"2026-02-07T08:51:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00221:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":247,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00221\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00221","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00221","actor":"rep_37","timestamp":"2026-02-07T08:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00221:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00221)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00221\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":101,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00221\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00222","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-03-01T03:11:00.000Z","closed_at":"2026-03-01T04:00:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($196k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00222","actor":"rep_14","timestamp":"2026-03-01T03:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00222:00","content":"Operational trigger received from salesforce for FinTech Global ($196k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":268,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$196k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00222","actor":"rep_14","timestamp":"2026-03-01T03:14:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00222:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00222\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":126,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00222/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00222\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00222","actor":"rep_14","timestamp":"2026-03-01T03:33:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00222:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00222\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":248,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00222\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00222","actor":"rep_14","timestamp":"2026-03-01T03:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00222:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":151,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00222","actor":"rep_14","timestamp":"2026-03-01T03:43:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00222:04","content":"Drafted executive opportunity summary for FinTech Global ($330k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":220,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00222","actor":"rep_14","timestamp":"2026-03-01T03:41:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00222:05","content":"Salesforce Opportunity #crm_00222 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00222\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":248,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00222\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00222\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00222","actor":"rep_14","timestamp":"2026-03-01T03:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00222:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":142,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00222\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00222","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00222","actor":"rep_14","timestamp":"2026-03-01T04:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00222:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00222)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00222\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":245,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00222\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00223","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-01-31T23:53:00.000Z","closed_at":"2026-02-01T01:03:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($109k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00223","actor":"rep_11","timestamp":"2026-01-31T23:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00223:00","content":"Operational trigger received from salesforce for FinTech Global ($109k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":222,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$109k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00223","actor":"rep_11","timestamp":"2026-02-01T00:02:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00223:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00223\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":328,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00223/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00223\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00223","actor":"rep_11","timestamp":"2026-02-01T00:03:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00223:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00223\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":322,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00223\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00223","actor":"rep_11","timestamp":"2026-02-01T00:05:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00223:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":56,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00223","actor":"rep_11","timestamp":"2026-02-01T00:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00223:04","content":"Drafted executive opportunity summary for FinTech Global ($423k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":376,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00223","actor":"rep_11","timestamp":"2026-02-01T00:48:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00223:05","content":"Salesforce Opportunity #crm_00223 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00223\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":245,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00223\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00223\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00223","actor":"rep_11","timestamp":"2026-02-01T00:47:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00223:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":113,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00223\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00223","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00223","actor":"rep_11","timestamp":"2026-02-01T01:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00223:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00223)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00223\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":149,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00223\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00224","actor":"rep_19","actor_name":"James Wilson","company":"NovaBio Labs","opened_at":"2026-02-09T12:05:00.000Z","closed_at":"2026-02-09T12:40:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($188k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00224","actor":"rep_19","timestamp":"2026-02-09T12:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00224:00","content":"Operational trigger received from salesforce for NovaBio Labs ($188k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":202,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$188k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00224","actor":"rep_19","timestamp":"2026-02-09T12:14:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00224:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00224\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":131,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00224/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00224\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00224","actor":"rep_19","timestamp":"2026-02-09T12:19:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00224:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00224\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":402,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00224\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00224","actor":"rep_19","timestamp":"2026-02-09T12:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00224:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":82,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00224","actor":"rep_19","timestamp":"2026-02-09T12:45:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00224:04","content":"Drafted executive opportunity summary for NovaBio Labs ($66k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":179,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00224","actor":"rep_19","timestamp":"2026-02-09T12:25:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00224:05","content":"Salesforce Opportunity #crm_00224 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00224\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":271,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00224\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00224\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00224","actor":"rep_19","timestamp":"2026-02-09T12:35:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00224:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":274,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00224\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00224","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00224","actor":"rep_19","timestamp":"2026-02-09T12:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00224:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00224)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00224\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00224\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00225","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-01-26T23:15:00.000Z","closed_at":"2026-01-27T00:25:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($328k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00225","actor":"rep_01","timestamp":"2026-01-26T23:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00225:00","content":"Operational trigger received from salesforce for CloudScale Data ($328k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":157,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$328k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00225","actor":"rep_01","timestamp":"2026-01-26T23:20:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00225:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00225\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":303,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00225/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00225\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00225","actor":"rep_01","timestamp":"2026-01-26T23:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00225:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00225\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":173,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00225\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00225","actor":"rep_01","timestamp":"2026-01-26T23:33:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00225:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":93,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00225","actor":"rep_01","timestamp":"2026-01-26T23:31:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00225:04","content":"Drafted executive opportunity summary for CloudScale Data ($429k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":342,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00225","actor":"rep_01","timestamp":"2026-01-26T23:30:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00225:05","content":"Salesforce Opportunity #crm_00225 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00225\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":190,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00225\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00225\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00225","actor":"rep_01","timestamp":"2026-01-26T23:39:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00225:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":317,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00225\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00225","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00225","actor":"rep_01","timestamp":"2026-01-27T00:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00225:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00225)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00225\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00225\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00226","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-01-16T04:35:00.000Z","closed_at":"2026-01-16T05:38:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($306k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00226","actor":"rep_09","timestamp":"2026-01-16T04:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00226:00","content":"Operational trigger received from salesforce for Stripe Technologies ($306k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":61,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$306k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00226","actor":"rep_09","timestamp":"2026-01-16T04:41:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00226:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00226\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":315,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00226/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00226\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00226","actor":"rep_09","timestamp":"2026-01-16T04:51:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00226:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00226\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":217,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00226\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00226","actor":"rep_09","timestamp":"2026-01-16T05:08:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00226:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":78,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00226","actor":"rep_09","timestamp":"2026-01-16T05:03:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00226:04","content":"Drafted executive opportunity summary for Stripe Technologies ($128k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":330,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00226","actor":"rep_09","timestamp":"2026-01-16T05:20:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00226:05","content":"Salesforce Opportunity #crm_00226 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00226\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":329,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00226\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00226\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00226","actor":"rep_09","timestamp":"2026-01-16T05:35:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00226:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":147,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00226\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00226","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00226","actor":"rep_09","timestamp":"2026-01-16T05:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00226:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00226)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00226\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":67,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00226\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00227","actor":"rep_32","actor_name":"Liam O'Connor","company":"OmniChannel Inc","opened_at":"2026-03-16T11:55:00.000Z","closed_at":"2026-03-16T13:05:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($449k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00227","actor":"rep_32","timestamp":"2026-03-16T11:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00227:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($449k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":179,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$449k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00227","actor":"rep_32","timestamp":"2026-03-16T11:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00227:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00227\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":269,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00227/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00227\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00227","actor":"rep_32","timestamp":"2026-03-16T12:09:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00227:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00227\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":206,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00227\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00227","actor":"rep_32","timestamp":"2026-03-16T12:19:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00227:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":195,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00227","actor":"rep_32","timestamp":"2026-03-16T12:39:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00227:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($357k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":154,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00227","actor":"rep_32","timestamp":"2026-03-16T12:20:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00227:05","content":"Salesforce Opportunity #crm_00227 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00227\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":291,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00227\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00227\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00227","actor":"rep_32","timestamp":"2026-03-16T12:55:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00227:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":290,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00227\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00227","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00227","actor":"rep_32","timestamp":"2026-03-16T13:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00227:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00227)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00227\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00227\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00228","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-02-26T14:08:00.000Z","closed_at":"2026-02-26T14:43:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($423k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00228","actor":"rep_20","timestamp":"2026-02-26T14:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00228:00","content":"Operational trigger received from salesforce for FinTech Global ($423k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$423k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00228","actor":"rep_20","timestamp":"2026-02-26T14:16:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00228:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00228\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":228,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00228/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00228\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00228","actor":"rep_20","timestamp":"2026-02-26T14:28:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00228:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00228\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":249,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00228\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00228","actor":"rep_20","timestamp":"2026-02-26T14:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00228:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":105,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00228","actor":"rep_20","timestamp":"2026-02-26T14:20:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00228:04","content":"Drafted executive opportunity summary for FinTech Global ($123k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":364,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00228","actor":"rep_20","timestamp":"2026-02-26T14:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00228:05","content":"Salesforce Opportunity #crm_00228 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00228\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":121,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00228\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00228\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00228","actor":"rep_20","timestamp":"2026-02-26T14:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00228:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":200,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00228\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00228","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00228","actor":"rep_20","timestamp":"2026-02-26T14:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00228:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00228)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00228\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00228\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00229","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-01-12T20:33:00.000Z","closed_at":"2026-01-12T21:36:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($171k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00229","actor":"rep_09","timestamp":"2026-01-12T20:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00229:00","content":"Operational trigger received from salesforce for NovaBio Labs ($171k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":135,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$171k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00229","actor":"rep_09","timestamp":"2026-01-12T20:40:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00229:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00229\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":199,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00229/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00229\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00229","actor":"rep_09","timestamp":"2026-01-12T20:45:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00229:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00229\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":403,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00229\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00229","actor":"rep_09","timestamp":"2026-01-12T20:51:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00229:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":155,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00229","actor":"rep_09","timestamp":"2026-01-12T21:17:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00229:04","content":"Drafted executive opportunity summary for NovaBio Labs ($303k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":152,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00229","actor":"rep_09","timestamp":"2026-01-12T20:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00229:05","content":"Salesforce Opportunity #crm_00229 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00229\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":190,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00229\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00229\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00229","actor":"rep_09","timestamp":"2026-01-12T20:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00229:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":308,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00229\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00229","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00229","actor":"rep_09","timestamp":"2026-01-12T21:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00229:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00229)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00229\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":268,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00229\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00230","actor":"rep_25","actor_name":"Carlos Mendez","company":"Beacon Energy","opened_at":"2026-03-17T01:57:00.000Z","closed_at":"2026-03-17T02:46:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($85k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00230","actor":"rep_25","timestamp":"2026-03-17T01:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00230:00","content":"Operational trigger received from salesforce for Beacon Energy ($85k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":84,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$85k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00230","actor":"rep_25","timestamp":"2026-03-17T02:01:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00230:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00230\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":272,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00230/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00230\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00230","actor":"rep_25","timestamp":"2026-03-17T02:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00230:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00230\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":303,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00230\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00230","actor":"rep_25","timestamp":"2026-03-17T02:24:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00230:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":189,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00230","actor":"rep_25","timestamp":"2026-03-17T02:13:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00230:04","content":"Drafted executive opportunity summary for Beacon Energy ($276k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":150,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00230","actor":"rep_25","timestamp":"2026-03-17T02:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00230:05","content":"Salesforce Opportunity #crm_00230 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00230\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":140,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00230\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00230\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00230","actor":"rep_25","timestamp":"2026-03-17T02:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00230:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":223,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00230\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00230","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00230","actor":"rep_25","timestamp":"2026-03-17T02:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00230:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00230)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00230\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":100,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00230\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00231","actor":"rep_32","actor_name":"Liam O'Connor","company":"NovaBio Labs","opened_at":"2026-02-21T18:12:00.000Z","closed_at":"2026-02-21T19:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($186k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00231","actor":"rep_32","timestamp":"2026-02-21T18:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00231:00","content":"Operational trigger received from salesforce for NovaBio Labs ($186k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":194,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$186k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00231","actor":"rep_32","timestamp":"2026-02-21T18:21:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00231:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00231\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":292,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00231/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00231\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00231","actor":"rep_32","timestamp":"2026-02-21T18:20:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00231:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00231\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":287,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00231\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00231","actor":"rep_32","timestamp":"2026-02-21T18:45:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00231:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":188,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00231","actor":"rep_32","timestamp":"2026-02-21T18:28:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00231:04","content":"Drafted executive opportunity summary for NovaBio Labs ($205k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":217,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00231","actor":"rep_32","timestamp":"2026-02-21T19:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00231:05","content":"Salesforce Opportunity #crm_00231 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00231\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":147,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00231\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00231\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00231","actor":"rep_32","timestamp":"2026-02-21T19:12:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00231:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":165,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00231\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00231","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00231","actor":"rep_32","timestamp":"2026-02-21T19:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00231:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00231)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00231\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00231\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00232","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-03-15T07:18:00.000Z","closed_at":"2026-03-15T08:00:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($149k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00232","actor":"rep_09","timestamp":"2026-03-15T07:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00232:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($149k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$149k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00232","actor":"rep_09","timestamp":"2026-03-15T07:22:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00232:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00232\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":197,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00232/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00232\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00232","actor":"rep_09","timestamp":"2026-03-15T07:24:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00232:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00232\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":294,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00232\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00232","actor":"rep_09","timestamp":"2026-03-15T07:45:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00232:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":182,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00232","actor":"rep_09","timestamp":"2026-03-15T07:42:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00232:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($280k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":198,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00232","actor":"rep_09","timestamp":"2026-03-15T07:48:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00232:05","content":"Salesforce Opportunity #crm_00232 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00232\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":251,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00232\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00232\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00232","actor":"rep_09","timestamp":"2026-03-15T08:12:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00232:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":166,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00232\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00232","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00232","actor":"rep_09","timestamp":"2026-03-15T08:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00232:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00232)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00232\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":126,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00232\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00233","actor":"rep_37","actor_name":"Sophia Zhang","company":"Sentinel Networks","opened_at":"2026-01-13T00:48:00.000Z","closed_at":"2026-01-13T01:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($237k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00233","actor":"rep_37","timestamp":"2026-01-13T00:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00233:00","content":"Operational trigger received from salesforce for Sentinel Networks ($237k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":279,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$237k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00233","actor":"rep_37","timestamp":"2026-01-13T00:51:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00233:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00233\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":228,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00233/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00233\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00233","actor":"rep_37","timestamp":"2026-01-13T00:56:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00233:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00233\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":280,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00233\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00233","actor":"rep_37","timestamp":"2026-01-13T01:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00233:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":196,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00233","actor":"rep_37","timestamp":"2026-01-13T01:32:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00233:04","content":"Drafted executive opportunity summary for Sentinel Networks ($230k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":313,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00233","actor":"rep_37","timestamp":"2026-01-13T01:23:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00233:05","content":"Salesforce Opportunity #crm_00233 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00233\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":240,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00233\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00233\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00233","actor":"rep_37","timestamp":"2026-01-13T01:42:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00233:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":290,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00233\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00233","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00233","actor":"rep_37","timestamp":"2026-01-13T01:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00233:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00233)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00233\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":218,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00233\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00234","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-03-30T00:32:00.000Z","closed_at":"2026-03-30T00:53:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($293k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00234","actor":"rep_09","timestamp":"2026-03-30T00:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00234:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($293k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":106,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$293k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00234","actor":"rep_09","timestamp":"2026-03-30T00:42:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00234:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00234\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":201,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00234/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00234\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00234","actor":"rep_09","timestamp":"2026-03-30T00:46:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00234:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00234\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":302,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00234\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00234","actor":"rep_09","timestamp":"2026-03-30T00:59:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00234:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":250,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00234","actor":"rep_09","timestamp":"2026-03-30T01:04:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00234:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($169k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":335,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00234","actor":"rep_09","timestamp":"2026-03-30T01:12:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00234:05","content":"Salesforce Opportunity #crm_00234 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00234\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":230,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00234\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00234\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00234","actor":"rep_09","timestamp":"2026-03-30T01:38:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00234:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":319,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00234\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00234","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00234","actor":"rep_09","timestamp":"2026-03-30T00:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00234:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00234)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00234\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":135,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00234\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00235","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-02-17T09:31:00.000Z","closed_at":"2026-02-17T09:59:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($368k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00235","actor":"rep_06","timestamp":"2026-02-17T09:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00235:00","content":"Operational trigger received from salesforce for NovaBio Labs ($368k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":190,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$368k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00235","actor":"rep_06","timestamp":"2026-02-17T09:37:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00235:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00235\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":279,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00235/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00235\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00235","actor":"rep_06","timestamp":"2026-02-17T09:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00235:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00235\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":274,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00235\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00235","actor":"rep_06","timestamp":"2026-02-17T09:58:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00235:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":100,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00235","actor":"rep_06","timestamp":"2026-02-17T09:55:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00235:04","content":"Drafted executive opportunity summary for NovaBio Labs ($58k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":234,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00235","actor":"rep_06","timestamp":"2026-02-17T10:11:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00235:05","content":"Salesforce Opportunity #crm_00235 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00235\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":241,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00235\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00235\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00235","actor":"rep_06","timestamp":"2026-02-17T10:31:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00235:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":205,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00235\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00235","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00235","actor":"rep_06","timestamp":"2026-02-17T09:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00235:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00235)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00235\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00235\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00236","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-03-23T08:42:00.000Z","closed_at":"2026-03-23T09:24:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($55k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00236","actor":"rep_31","timestamp":"2026-03-23T08:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00236:00","content":"Operational trigger received from salesforce for Catalyst Software ($55k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":167,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$55k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00236","actor":"rep_31","timestamp":"2026-03-23T08:50:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00236:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00236\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":183,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00236/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00236\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00236","actor":"rep_31","timestamp":"2026-03-23T08:48:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00236:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00236\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":265,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00236\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00236","actor":"rep_31","timestamp":"2026-03-23T08:57:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00236:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":94,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00236","actor":"rep_31","timestamp":"2026-03-23T09:10:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00236:04","content":"Drafted executive opportunity summary for Catalyst Software ($434k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":175,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00236","actor":"rep_31","timestamp":"2026-03-23T09:12:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00236:05","content":"Salesforce Opportunity #crm_00236 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00236\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":211,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00236\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00236\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00236","actor":"rep_31","timestamp":"2026-03-23T09:36:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00236:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":297,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00236\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00236","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00236","actor":"rep_31","timestamp":"2026-03-23T09:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00236:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00236)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00236\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":149,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00236\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00237","actor":"rep_06","actor_name":"Marcus Vance","company":"OmniChannel Inc","opened_at":"2026-03-01T22:28:00.000Z","closed_at":"2026-03-01T22:49:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($129k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00237","actor":"rep_06","timestamp":"2026-03-01T22:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00237:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($129k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":75,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$129k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00237","actor":"rep_06","timestamp":"2026-03-01T22:38:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00237:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00237\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":161,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00237/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00237\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00237","actor":"rep_06","timestamp":"2026-03-01T22:48:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00237:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00237\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":235,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00237\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00237","actor":"rep_06","timestamp":"2026-03-01T22:46:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00237:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":82,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00237","actor":"rep_06","timestamp":"2026-03-01T23:00:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00237:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($266k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":236,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00237","actor":"rep_06","timestamp":"2026-03-01T23:18:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00237:05","content":"Salesforce Opportunity #crm_00237 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00237\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":149,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00237\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00237\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00237","actor":"rep_06","timestamp":"2026-03-01T23:16:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00237:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":317,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00237\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00237","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00237","actor":"rep_06","timestamp":"2026-03-01T22:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00237:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00237)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00237\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":254,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00237\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00238","actor":"rep_32","actor_name":"Liam O'Connor","company":"Catalyst Software","opened_at":"2026-01-27T13:35:00.000Z","closed_at":"2026-01-27T14:52:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($309k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00238","actor":"rep_32","timestamp":"2026-01-27T13:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00238:00","content":"Operational trigger received from salesforce for Catalyst Software ($309k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":101,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$309k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00238","actor":"rep_32","timestamp":"2026-01-27T13:44:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00238:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00238\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":138,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00238/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00238\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00238","actor":"rep_32","timestamp":"2026-01-27T13:41:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00238:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00238\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":356,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00238\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00238","actor":"rep_32","timestamp":"2026-01-27T13:50:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00238:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":164,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00238","actor":"rep_32","timestamp":"2026-01-27T14:15:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00238:04","content":"Drafted executive opportunity summary for Catalyst Software ($50k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":318,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00238","actor":"rep_32","timestamp":"2026-01-27T14:25:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00238:05","content":"Salesforce Opportunity #crm_00238 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00238\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":140,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00238\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00238\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00238","actor":"rep_32","timestamp":"2026-01-27T14:05:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00238:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":264,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00238\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00238","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00238","actor":"rep_32","timestamp":"2026-01-27T14:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00238:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00238)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00238\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":242,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00238\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00239","actor":"rep_09","actor_name":"Elena Rostova","company":"FinTech Global","opened_at":"2026-02-27T23:13:00.000Z","closed_at":"2026-02-27T23:48:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($350k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00239","actor":"rep_09","timestamp":"2026-02-27T23:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00239:00","content":"Operational trigger received from salesforce for FinTech Global ($350k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$350k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00239","actor":"rep_09","timestamp":"2026-02-27T23:20:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00239:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00239\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":350,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00239/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00239\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00239","actor":"rep_09","timestamp":"2026-02-27T23:29:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00239:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00239\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":327,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00239\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00239","actor":"rep_09","timestamp":"2026-02-27T23:25:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00239:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":129,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00239","actor":"rep_09","timestamp":"2026-02-27T23:45:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00239:04","content":"Drafted executive opportunity summary for FinTech Global ($419k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":369,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00239","actor":"rep_09","timestamp":"2026-02-27T23:33:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00239:05","content":"Salesforce Opportunity #crm_00239 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00239\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":326,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00239\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00239\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00239","actor":"rep_09","timestamp":"2026-02-27T23:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00239:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":305,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00239\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00239","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00239","actor":"rep_09","timestamp":"2026-02-27T23:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00239:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00239)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00239\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00239\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00240","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-01-29T03:09:00.000Z","closed_at":"2026-01-29T04:05:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($99k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00240","actor":"rep_19","timestamp":"2026-01-29T03:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00240:00","content":"Operational trigger received from salesforce for CloudScale Data ($99k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":239,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$99k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00240","actor":"rep_19","timestamp":"2026-01-29T03:16:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00240:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00240\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":312,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00240/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00240\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00240","actor":"rep_19","timestamp":"2026-01-29T03:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00240:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00240\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":172,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00240\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00240","actor":"rep_19","timestamp":"2026-01-29T03:27:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00240:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":128,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00240","actor":"rep_19","timestamp":"2026-01-29T03:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00240:04","content":"Drafted executive opportunity summary for CloudScale Data ($225k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":267,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00240","actor":"rep_19","timestamp":"2026-01-29T03:39:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00240:05","content":"Salesforce Opportunity #crm_00240 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00240\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":124,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00240\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00240\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00240","actor":"rep_19","timestamp":"2026-01-29T03:45:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00240:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":290,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00240\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00240","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00240","actor":"rep_19","timestamp":"2026-01-29T04:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00240:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00240)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00240\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":47,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00240\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00241","actor":"rep_06","actor_name":"Marcus Vance","company":"Vertex Cyber","opened_at":"2026-03-15T14:33:00.000Z","closed_at":"2026-03-15T15:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($329k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00241","actor":"rep_06","timestamp":"2026-03-15T14:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00241:00","content":"Operational trigger received from salesforce for Vertex Cyber ($329k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$329k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00241","actor":"rep_06","timestamp":"2026-03-15T14:42:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00241:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00241\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":343,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00241/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00241\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00241","actor":"rep_06","timestamp":"2026-03-15T14:43:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00241:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00241\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":341,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00241\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00241","actor":"rep_06","timestamp":"2026-03-15T14:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00241:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":49,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00241","actor":"rep_06","timestamp":"2026-03-15T15:09:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00241:04","content":"Drafted executive opportunity summary for Vertex Cyber ($445k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":154,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00241","actor":"rep_06","timestamp":"2026-03-15T15:03:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00241:05","content":"Salesforce Opportunity #crm_00241 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00241\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":245,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00241\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00241\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00241","actor":"rep_06","timestamp":"2026-03-15T15:09:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00241:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":97,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00241\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00241","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00241","actor":"rep_06","timestamp":"2026-03-15T15:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00241:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00241)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00241\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00241\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00242","actor":"rep_31","actor_name":"Aisha Taylor","company":"Meridian Logistics","opened_at":"2026-02-04T09:57:00.000Z","closed_at":"2026-02-04T11:07:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($221k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00242","actor":"rep_31","timestamp":"2026-02-04T09:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00242:00","content":"Operational trigger received from salesforce for Meridian Logistics ($221k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$221k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00242","actor":"rep_31","timestamp":"2026-02-04T10:07:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00242:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00242\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":207,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00242/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00242\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00242","actor":"rep_31","timestamp":"2026-02-04T10:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00242:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00242\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":320,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00242\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00242","actor":"rep_31","timestamp":"2026-02-04T10:24:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00242:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":63,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00242","actor":"rep_31","timestamp":"2026-02-04T10:13:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00242:04","content":"Drafted executive opportunity summary for Meridian Logistics ($328k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":205,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00242","actor":"rep_31","timestamp":"2026-02-04T10:17:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00242:05","content":"Salesforce Opportunity #crm_00242 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00242\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":242,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00242\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00242\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00242","actor":"rep_31","timestamp":"2026-02-04T10:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00242:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":85,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00242\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00242","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00242","actor":"rep_31","timestamp":"2026-02-04T11:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00242:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00242)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00242\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":95,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00242\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00243","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-01-25T11:52:00.000Z","closed_at":"2026-01-25T12:41:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($165k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00243","actor":"rep_09","timestamp":"2026-01-25T11:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00243:00","content":"Operational trigger received from salesforce for Vanguard Financial ($165k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":159,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$165k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00243","actor":"rep_09","timestamp":"2026-01-25T11:56:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00243:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00243\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":189,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00243/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00243\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00243","actor":"rep_09","timestamp":"2026-01-25T12:10:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00243:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00243\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":190,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00243\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00243","actor":"rep_09","timestamp":"2026-01-25T12:22:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00243:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":191,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00243","actor":"rep_09","timestamp":"2026-01-25T12:32:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00243:04","content":"Drafted executive opportunity summary for Vanguard Financial ($390k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":209,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00243","actor":"rep_09","timestamp":"2026-01-25T12:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00243:05","content":"Salesforce Opportunity #crm_00243 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00243\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":210,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00243\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00243\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00243","actor":"rep_09","timestamp":"2026-01-25T12:40:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00243:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":190,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00243\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00243","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00243","actor":"rep_09","timestamp":"2026-01-25T12:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00243:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00243)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00243\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":106,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00243\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00244","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-02-21T07:57:00.000Z","closed_at":"2026-02-21T08:32:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($185k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00244","actor":"rep_01","timestamp":"2026-02-21T07:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00244:00","content":"Operational trigger received from salesforce for Catalyst Software ($185k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":263,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$185k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00244","actor":"rep_01","timestamp":"2026-02-21T08:02:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00244:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00244\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":191,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00244/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00244\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00244","actor":"rep_01","timestamp":"2026-02-21T08:03:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00244:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00244\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":389,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00244\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00244","actor":"rep_01","timestamp":"2026-02-21T08:09:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00244:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":201,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00244","actor":"rep_01","timestamp":"2026-02-21T08:41:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00244:04","content":"Drafted executive opportunity summary for Catalyst Software ($310k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":207,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00244","actor":"rep_01","timestamp":"2026-02-21T08:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00244:05","content":"Salesforce Opportunity #crm_00244 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00244\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":308,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00244\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00244\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00244","actor":"rep_01","timestamp":"2026-02-21T08:15:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00244:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":202,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00244\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00244","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00244","actor":"rep_01","timestamp":"2026-02-21T08:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00244:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00244)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00244\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":267,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00244\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00245","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-01-08T22:44:00.000Z","closed_at":"2026-01-08T23:54:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($240k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00245","actor":"rep_37","timestamp":"2026-01-08T22:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00245:00","content":"Operational trigger received from salesforce for CloudScale Data ($240k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":273,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$240k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00245","actor":"rep_37","timestamp":"2026-01-08T22:53:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00245:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00245\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":221,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00245/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00245\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00245","actor":"rep_37","timestamp":"2026-01-08T23:00:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00245:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00245\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":177,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00245\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00245","actor":"rep_37","timestamp":"2026-01-08T22:53:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00245:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":127,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00245","actor":"rep_37","timestamp":"2026-01-08T23:04:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00245:04","content":"Drafted executive opportunity summary for CloudScale Data ($432k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":143,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00245","actor":"rep_37","timestamp":"2026-01-08T22:59:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00245:05","content":"Salesforce Opportunity #crm_00245 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00245\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":121,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00245\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00245\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00245","actor":"rep_37","timestamp":"2026-01-08T23:14:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00245:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":205,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00245\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00245","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00245","actor":"rep_37","timestamp":"2026-01-08T23:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00245:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00245)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00245\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00245\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00246","actor":"rep_01","actor_name":"Sarah Chen","company":"Meridian Logistics","opened_at":"2026-01-27T17:39:00.000Z","closed_at":"2026-01-27T18:00:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($92k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00246","actor":"rep_01","timestamp":"2026-01-27T17:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00246:00","content":"Operational trigger received from salesforce for Meridian Logistics ($92k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$92k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00246","actor":"rep_01","timestamp":"2026-01-27T17:50:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00246:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00246\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":136,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00246/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00246\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00246","actor":"rep_01","timestamp":"2026-01-27T17:45:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00246:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00246\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":317,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00246\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00246","actor":"rep_01","timestamp":"2026-01-27T17:57:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00246:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":172,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00246","actor":"rep_01","timestamp":"2026-01-27T18:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00246:04","content":"Drafted executive opportunity summary for Meridian Logistics ($132k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":275,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00246","actor":"rep_01","timestamp":"2026-01-27T17:54:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00246:05","content":"Salesforce Opportunity #crm_00246 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00246\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":287,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00246\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00246\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00246","actor":"rep_01","timestamp":"2026-01-27T18:21:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00246:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":249,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00246\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00246","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00246","actor":"rep_01","timestamp":"2026-01-27T18:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00246:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00246)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00246\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":46,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00246\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00247","actor":"rep_06","actor_name":"Marcus Vance","company":"Beacon Energy","opened_at":"2026-02-14T02:30:00.000Z","closed_at":"2026-02-14T02:58:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($319k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00247","actor":"rep_06","timestamp":"2026-02-14T02:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00247:00","content":"Operational trigger received from salesforce for Beacon Energy ($319k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":214,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$319k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00247","actor":"rep_06","timestamp":"2026-02-14T02:40:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00247:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00247\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":274,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00247/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00247\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00247","actor":"rep_06","timestamp":"2026-02-14T02:36:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00247:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00247\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":326,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00247\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00247","actor":"rep_06","timestamp":"2026-02-14T03:00:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00247:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":214,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00247","actor":"rep_06","timestamp":"2026-02-14T02:46:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00247:04","content":"Drafted executive opportunity summary for Beacon Energy ($69k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":295,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00247","actor":"rep_06","timestamp":"2026-02-14T02:55:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00247:05","content":"Salesforce Opportunity #crm_00247 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00247\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":252,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00247\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00247\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00247","actor":"rep_06","timestamp":"2026-02-14T03:12:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00247:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":247,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00247\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00247","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00247","actor":"rep_06","timestamp":"2026-02-14T02:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00247:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00247)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00247\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":234,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00247\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00248","actor":"rep_31","actor_name":"Aisha Taylor","company":"CloudScale Data","opened_at":"2026-02-19T06:27:00.000Z","closed_at":"2026-02-19T07:09:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($356k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00248","actor":"rep_31","timestamp":"2026-02-19T06:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00248:00","content":"Operational trigger received from salesforce for CloudScale Data ($356k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":157,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$356k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00248","actor":"rep_31","timestamp":"2026-02-19T06:31:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00248:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00248\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":322,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00248/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00248\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00248","actor":"rep_31","timestamp":"2026-02-19T06:39:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00248:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00248\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":232,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00248\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00248","actor":"rep_31","timestamp":"2026-02-19T06:36:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00248:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":179,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00248","actor":"rep_31","timestamp":"2026-02-19T07:03:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00248:04","content":"Drafted executive opportunity summary for CloudScale Data ($288k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":306,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00248","actor":"rep_31","timestamp":"2026-02-19T06:57:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00248:05","content":"Salesforce Opportunity #crm_00248 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00248\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":114,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00248\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00248\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00248","actor":"rep_31","timestamp":"2026-02-19T06:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00248:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":149,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00248\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00248","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00248","actor":"rep_31","timestamp":"2026-02-19T07:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00248:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00248)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00248\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00248\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00249","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-02-17T14:28:00.000Z","closed_at":"2026-02-17T15:17:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($191k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00249","actor":"rep_19","timestamp":"2026-02-17T14:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00249:00","content":"Operational trigger received from salesforce for Beacon Energy ($191k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$191k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00249","actor":"rep_19","timestamp":"2026-02-17T14:37:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00249:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00249\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":146,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00249/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00249\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00249","actor":"rep_19","timestamp":"2026-02-17T14:42:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00249:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00249\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":307,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00249\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00249","actor":"rep_19","timestamp":"2026-02-17T14:37:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00249:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":129,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00249","actor":"rep_19","timestamp":"2026-02-17T15:12:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00249:04","content":"Drafted executive opportunity summary for Beacon Energy ($230k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":167,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00249","actor":"rep_19","timestamp":"2026-02-17T15:13:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00249:05","content":"Salesforce Opportunity #crm_00249 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00249\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":219,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00249\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00249\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00249","actor":"rep_19","timestamp":"2026-02-17T15:10:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00249:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":179,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00249\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00249","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00249","actor":"rep_19","timestamp":"2026-02-17T15:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00249:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00249)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00249\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00249\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00250","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-01-10T11:17:00.000Z","closed_at":"2026-01-10T11:38:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($414k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00250","actor":"rep_01","timestamp":"2026-01-10T11:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00250:00","content":"Operational trigger received from salesforce for Nexus AI ($414k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$414k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00250","actor":"rep_01","timestamp":"2026-01-10T11:24:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00250:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00250\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":186,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00250/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00250\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00250","actor":"rep_01","timestamp":"2026-01-10T11:25:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00250:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00250\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":303,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00250\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00250","actor":"rep_01","timestamp":"2026-01-10T11:50:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00250:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":67,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00250","actor":"rep_01","timestamp":"2026-01-10T11:29:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00250:04","content":"Drafted executive opportunity summary for Nexus AI ($209k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":164,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00250","actor":"rep_01","timestamp":"2026-01-10T12:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00250:05","content":"Salesforce Opportunity #crm_00250 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00250\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":168,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00250\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00250\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00250","actor":"rep_01","timestamp":"2026-01-10T12:11:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00250:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":158,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00250\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00250","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00250","actor":"rep_01","timestamp":"2026-01-10T11:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00250:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00250)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00250\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00250\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00251","actor":"rep_19","actor_name":"James Wilson","company":"Meridian Logistics","opened_at":"2026-03-20T15:42:00.000Z","closed_at":"2026-03-20T16:59:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($153k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00251","actor":"rep_19","timestamp":"2026-03-20T15:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00251:00","content":"Operational trigger received from salesforce for Meridian Logistics ($153k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":133,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$153k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00251","actor":"rep_19","timestamp":"2026-03-20T15:53:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00251:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00251\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":189,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00251/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00251\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00251","actor":"rep_19","timestamp":"2026-03-20T16:02:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00251:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00251\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":351,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00251\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00251","actor":"rep_19","timestamp":"2026-03-20T16:00:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00251:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":82,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00251","actor":"rep_19","timestamp":"2026-03-20T16:14:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00251:04","content":"Drafted executive opportunity summary for Meridian Logistics ($376k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":291,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00251","actor":"rep_19","timestamp":"2026-03-20T16:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00251:05","content":"Salesforce Opportunity #crm_00251 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00251\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":243,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00251\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00251\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00251","actor":"rep_19","timestamp":"2026-03-20T16:00:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00251:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":246,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00251\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00251","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00251","actor":"rep_19","timestamp":"2026-03-20T16:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00251:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00251)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00251\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00251\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00252","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-01-17T08:51:00.000Z","closed_at":"2026-01-17T10:08:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($378k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00252","actor":"rep_25","timestamp":"2026-01-17T08:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00252:00","content":"Operational trigger received from salesforce for Acme Health Systems ($378k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$378k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00252","actor":"rep_25","timestamp":"2026-01-17T08:55:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00252:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00252\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":346,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00252/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00252\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00252","actor":"rep_25","timestamp":"2026-01-17T08:57:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00252:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00252\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":202,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00252\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00252","actor":"rep_25","timestamp":"2026-01-17T09:15:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00252:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":171,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00252","actor":"rep_25","timestamp":"2026-01-17T09:35:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00252:04","content":"Drafted executive opportunity summary for Acme Health Systems ($163k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":251,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00252","actor":"rep_25","timestamp":"2026-01-17T09:31:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00252:05","content":"Salesforce Opportunity #crm_00252 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00252\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":245,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00252\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00252\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00252","actor":"rep_25","timestamp":"2026-01-17T09:39:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00252:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":195,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00252\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00252","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00252","actor":"rep_25","timestamp":"2026-01-17T10:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00252:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00252)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00252\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":257,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00252\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00253","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-01-03T08:42:00.000Z","closed_at":"2026-01-03T09:45:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($429k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00253","actor":"rep_37","timestamp":"2026-01-03T08:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00253:00","content":"Operational trigger received from salesforce for Vertex Cyber ($429k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$429k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00253","actor":"rep_37","timestamp":"2026-01-03T08:53:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00253:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00253\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":351,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00253/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00253\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00253","actor":"rep_37","timestamp":"2026-01-03T08:54:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00253:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00253\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":335,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00253\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00253","actor":"rep_37","timestamp":"2026-01-03T09:06:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00253:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":231,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00253","actor":"rep_37","timestamp":"2026-01-03T08:54:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00253:04","content":"Drafted executive opportunity summary for Vertex Cyber ($315k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":204,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00253","actor":"rep_37","timestamp":"2026-01-03T09:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00253:05","content":"Salesforce Opportunity #crm_00253 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00253\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":205,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00253\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00253\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00253","actor":"rep_37","timestamp":"2026-01-03T09:06:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00253:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":150,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00253\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00253","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00253","actor":"rep_37","timestamp":"2026-01-03T09:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00253:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00253)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00253\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":278,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00253\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00254","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vanguard Financial","opened_at":"2026-03-03T14:24:00.000Z","closed_at":"2026-03-03T15:06:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($282k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00254","actor":"rep_31","timestamp":"2026-03-03T14:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00254:00","content":"Operational trigger received from salesforce for Vanguard Financial ($282k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$282k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00254","actor":"rep_31","timestamp":"2026-03-03T14:34:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00254:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00254\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":235,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00254/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00254\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00254","actor":"rep_31","timestamp":"2026-03-03T14:42:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00254:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00254\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":321,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00254\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00254","actor":"rep_31","timestamp":"2026-03-03T14:57:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00254:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":170,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00254","actor":"rep_31","timestamp":"2026-03-03T15:04:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00254:04","content":"Drafted executive opportunity summary for Vanguard Financial ($386k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":173,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00254","actor":"rep_31","timestamp":"2026-03-03T15:04:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00254:05","content":"Salesforce Opportunity #crm_00254 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00254\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":266,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00254\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00254\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00254","actor":"rep_31","timestamp":"2026-03-03T15:12:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00254:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":317,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00254\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00254","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00254","actor":"rep_31","timestamp":"2026-03-03T15:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00254:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00254)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00254\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00254\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00255","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-01-15T22:48:00.000Z","closed_at":"2026-01-16T00:05:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($183k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00255","actor":"rep_01","timestamp":"2026-01-15T22:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00255:00","content":"Operational trigger received from salesforce for Apex Retail Group ($183k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$183k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00255","actor":"rep_01","timestamp":"2026-01-15T22:53:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00255:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00255\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":131,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00255/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00255\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00255","actor":"rep_01","timestamp":"2026-01-15T23:00:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00255:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00255\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":359,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00255\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00255","actor":"rep_01","timestamp":"2026-01-15T23:00:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00255:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":77,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00255","actor":"rep_01","timestamp":"2026-01-15T23:00:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00255:04","content":"Drafted executive opportunity summary for Apex Retail Group ($250k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":359,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00255","actor":"rep_01","timestamp":"2026-01-15T23:28:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00255:05","content":"Salesforce Opportunity #crm_00255 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00255\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":130,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00255\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00255\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00255","actor":"rep_01","timestamp":"2026-01-15T23:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00255:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":287,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00255\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00255","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00255","actor":"rep_01","timestamp":"2026-01-16T00:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00255:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00255)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00255\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":239,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00255\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00256","actor":"rep_01","actor_name":"Sarah Chen","company":"Sentinel Networks","opened_at":"2026-02-01T00:27:00.000Z","closed_at":"2026-02-01T00:55:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($355k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00256","actor":"rep_01","timestamp":"2026-02-01T00:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00256:00","content":"Operational trigger received from salesforce for Sentinel Networks ($355k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":114,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$355k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00256","actor":"rep_01","timestamp":"2026-02-01T00:34:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00256:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00256\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":279,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00256/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00256\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00256","actor":"rep_01","timestamp":"2026-02-01T00:39:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00256:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00256\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":190,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00256\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00256","actor":"rep_01","timestamp":"2026-02-01T00:57:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00256:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":165,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00256","actor":"rep_01","timestamp":"2026-02-01T00:43:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00256:04","content":"Drafted executive opportunity summary for Sentinel Networks ($459k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":298,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00256","actor":"rep_01","timestamp":"2026-02-01T00:57:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00256:05","content":"Salesforce Opportunity #crm_00256 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00256\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":110,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00256\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00256\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00256","actor":"rep_01","timestamp":"2026-02-01T01:03:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00256:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":177,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00256\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00256","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00256","actor":"rep_01","timestamp":"2026-02-01T00:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00256:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00256)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00256\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00256\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00257","actor":"rep_06","actor_name":"Marcus Vance","company":"Vertex Cyber","opened_at":"2026-02-19T10:57:00.000Z","closed_at":"2026-02-19T12:14:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($231k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00257","actor":"rep_06","timestamp":"2026-02-19T10:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00257:00","content":"Operational trigger received from salesforce for Vertex Cyber ($231k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$231k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00257","actor":"rep_06","timestamp":"2026-02-19T11:06:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00257:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00257\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":355,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00257/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00257\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00257","actor":"rep_06","timestamp":"2026-02-19T11:13:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00257:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00257\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":345,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00257\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00257","actor":"rep_06","timestamp":"2026-02-19T11:30:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00257:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":97,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00257","actor":"rep_06","timestamp":"2026-02-19T11:25:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00257:04","content":"Drafted executive opportunity summary for Vertex Cyber ($214k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":228,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00257","actor":"rep_06","timestamp":"2026-02-19T11:17:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00257:05","content":"Salesforce Opportunity #crm_00257 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00257\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":211,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00257\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00257\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00257","actor":"rep_06","timestamp":"2026-02-19T11:45:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00257:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":283,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00257\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00257","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00257","actor":"rep_06","timestamp":"2026-02-19T12:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00257:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00257)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00257\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":101,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00257\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00258","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-01-30T11:11:00.000Z","closed_at":"2026-01-30T12:07:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($74k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00258","actor":"rep_01","timestamp":"2026-01-30T11:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00258:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($74k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":124,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$74k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00258","actor":"rep_01","timestamp":"2026-01-30T11:14:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00258:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00258\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":301,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00258/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00258\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00258","actor":"rep_01","timestamp":"2026-01-30T11:29:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00258:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00258\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":225,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00258\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00258","actor":"rep_01","timestamp":"2026-01-30T11:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00258:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":205,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00258","actor":"rep_01","timestamp":"2026-01-30T11:47:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00258:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($423k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":221,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00258","actor":"rep_01","timestamp":"2026-01-30T11:46:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00258:05","content":"Salesforce Opportunity #crm_00258 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00258\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":222,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00258\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00258\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00258","actor":"rep_01","timestamp":"2026-01-30T11:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00258:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":157,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00258\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00258","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00258","actor":"rep_01","timestamp":"2026-01-30T12:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00258:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00258)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00258\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00258\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00259","actor":"rep_19","actor_name":"James Wilson","company":"FinTech Global","opened_at":"2026-03-13T10:02:00.000Z","closed_at":"2026-03-13T10:58:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($180k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00259","actor":"rep_19","timestamp":"2026-03-13T10:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00259:00","content":"Operational trigger received from salesforce for FinTech Global ($180k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$180k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00259","actor":"rep_19","timestamp":"2026-03-13T10:08:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00259:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00259\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":260,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00259/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00259\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00259","actor":"rep_19","timestamp":"2026-03-13T10:18:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00259:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00259\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":351,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00259\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00259","actor":"rep_19","timestamp":"2026-03-13T10:14:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00259:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":60,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00259","actor":"rep_19","timestamp":"2026-03-13T10:26:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00259:04","content":"Drafted executive opportunity summary for FinTech Global ($263k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":369,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00259","actor":"rep_19","timestamp":"2026-03-13T10:32:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00259:05","content":"Salesforce Opportunity #crm_00259 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00259\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":232,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00259\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00259\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00259","actor":"rep_19","timestamp":"2026-03-13T10:38:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00259:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":258,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00259\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00259","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00259","actor":"rep_19","timestamp":"2026-03-13T10:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00259:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00259)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00259\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":209,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00259\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00260","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-03-01T00:22:00.000Z","closed_at":"2026-03-01T00:43:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($308k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00260","actor":"rep_25","timestamp":"2026-03-01T00:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00260:00","content":"Operational trigger received from salesforce for Acme Health Systems ($308k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":54,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$308k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00260","actor":"rep_25","timestamp":"2026-03-01T00:28:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00260:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00260\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":217,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00260/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00260\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00260","actor":"rep_25","timestamp":"2026-03-01T00:40:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00260:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00260\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":368,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00260\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00260","actor":"rep_25","timestamp":"2026-03-01T00:37:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00260:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":136,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00260","actor":"rep_25","timestamp":"2026-03-01T00:42:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00260:04","content":"Drafted executive opportunity summary for Acme Health Systems ($377k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":286,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00260","actor":"rep_25","timestamp":"2026-03-01T00:37:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00260:05","content":"Salesforce Opportunity #crm_00260 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00260\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":246,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00260\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00260\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00260","actor":"rep_25","timestamp":"2026-03-01T01:28:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00260:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":120,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00260\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00260","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00260","actor":"rep_25","timestamp":"2026-03-01T00:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00260:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00260)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00260\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":135,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00260\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00261","actor":"rep_01","actor_name":"Sarah Chen","company":"OmniChannel Inc","opened_at":"2026-01-25T02:51:00.000Z","closed_at":"2026-01-25T03:26:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($285k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00261","actor":"rep_01","timestamp":"2026-01-25T02:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00261:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($285k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$285k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00261","actor":"rep_01","timestamp":"2026-01-25T03:01:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00261:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00261\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":195,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00261/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00261\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00261","actor":"rep_01","timestamp":"2026-01-25T03:11:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00261:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00261\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":190,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00261\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00261","actor":"rep_01","timestamp":"2026-01-25T03:15:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00261:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":224,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00261","actor":"rep_01","timestamp":"2026-01-25T03:31:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00261:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($450k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":379,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00261","actor":"rep_01","timestamp":"2026-01-25T03:46:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00261:05","content":"Salesforce Opportunity #crm_00261 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00261\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":322,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00261\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00261\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00261","actor":"rep_01","timestamp":"2026-01-25T03:15:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00261:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":207,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00261\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00261","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00261","actor":"rep_01","timestamp":"2026-01-25T03:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00261:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00261)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00261\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00261\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00262","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-03-14T02:46:00.000Z","closed_at":"2026-03-14T03:28:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($133k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00262","actor":"rep_31","timestamp":"2026-03-14T02:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00262:00","content":"Operational trigger received from salesforce for Catalyst Software ($133k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":96,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$133k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00262","actor":"rep_31","timestamp":"2026-03-14T02:55:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00262:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00262\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":259,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00262/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00262\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00262","actor":"rep_31","timestamp":"2026-03-14T03:08:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00262:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00262\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":235,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00262\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00262","actor":"rep_31","timestamp":"2026-03-14T03:16:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00262:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":118,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00262","actor":"rep_31","timestamp":"2026-03-14T03:30:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00262:04","content":"Drafted executive opportunity summary for Catalyst Software ($353k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":158,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00262","actor":"rep_31","timestamp":"2026-03-14T03:11:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00262:05","content":"Salesforce Opportunity #crm_00262 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00262\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":160,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00262\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00262\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00262","actor":"rep_31","timestamp":"2026-03-14T03:52:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00262:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":124,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00262\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00262","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00262","actor":"rep_31","timestamp":"2026-03-14T03:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00262:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00262)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00262\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00262\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00263","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-03-10T09:19:00.000Z","closed_at":"2026-03-10T09:54:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($108k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00263","actor":"rep_19","timestamp":"2026-03-10T09:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00263:00","content":"Operational trigger received from salesforce for Apex Retail Group ($108k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":184,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$108k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00263","actor":"rep_19","timestamp":"2026-03-10T09:23:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00263:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00263\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":127,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00263/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00263\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00263","actor":"rep_19","timestamp":"2026-03-10T09:37:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00263:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00263\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":267,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00263\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00263","actor":"rep_19","timestamp":"2026-03-10T09:49:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00263:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":135,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00263","actor":"rep_19","timestamp":"2026-03-10T10:03:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00263:04","content":"Drafted executive opportunity summary for Apex Retail Group ($103k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":219,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00263","actor":"rep_19","timestamp":"2026-03-10T09:59:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00263:05","content":"Salesforce Opportunity #crm_00263 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00263\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":320,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00263\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00263\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00263","actor":"rep_19","timestamp":"2026-03-10T10:07:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00263:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":309,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00263\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00263","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00263","actor":"rep_19","timestamp":"2026-03-10T09:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00263:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00263)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00263\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":171,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00263\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00264","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-02-28T08:02:00.000Z","closed_at":"2026-02-28T08:30:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($115k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00264","actor":"rep_01","timestamp":"2026-02-28T08:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00264:00","content":"Operational trigger received from salesforce for NovaBio Labs ($115k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$115k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00264","actor":"rep_01","timestamp":"2026-02-28T08:07:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00264:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00264\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":258,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00264/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00264\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00264","actor":"rep_01","timestamp":"2026-02-28T08:22:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00264:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00264\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":380,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00264\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00264","actor":"rep_01","timestamp":"2026-02-28T08:23:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00264:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":260,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00264","actor":"rep_01","timestamp":"2026-02-28T08:38:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00264:04","content":"Drafted executive opportunity summary for NovaBio Labs ($83k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":235,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00264","actor":"rep_01","timestamp":"2026-02-28T08:22:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00264:05","content":"Salesforce Opportunity #crm_00264 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00264\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":333,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00264\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00264\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00264","actor":"rep_01","timestamp":"2026-02-28T08:44:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00264:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":141,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00264\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00264","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00264","actor":"rep_01","timestamp":"2026-02-28T08:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00264:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00264)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00264\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":64,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00264\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00265","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-02-03T00:57:00.000Z","closed_at":"2026-02-03T01:32:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($195k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00265","actor":"rep_14","timestamp":"2026-02-03T00:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00265:00","content":"Operational trigger received from salesforce for Stripe Technologies ($195k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":167,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$195k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00265","actor":"rep_14","timestamp":"2026-02-03T01:04:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00265:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00265\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":171,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00265/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00265\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00265","actor":"rep_14","timestamp":"2026-02-03T01:03:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00265:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00265\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":331,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00265\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00265","actor":"rep_14","timestamp":"2026-02-03T01:09:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00265:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":112,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00265","actor":"rep_14","timestamp":"2026-02-03T01:13:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00265:04","content":"Drafted executive opportunity summary for Stripe Technologies ($67k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":237,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00265","actor":"rep_14","timestamp":"2026-02-03T01:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00265:05","content":"Salesforce Opportunity #crm_00265 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00265\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":139,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00265\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00265\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00265","actor":"rep_14","timestamp":"2026-02-03T01:45:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00265:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":122,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00265\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00265","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00265","actor":"rep_14","timestamp":"2026-02-03T01:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00265:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00265)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00265\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00265\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00266","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-01-20T05:24:00.000Z","closed_at":"2026-01-20T05:45:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($122k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00266","actor":"rep_32","timestamp":"2026-01-20T05:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00266:00","content":"Operational trigger received from salesforce for Nexus AI ($122k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":58,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$122k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00266","actor":"rep_32","timestamp":"2026-01-20T05:28:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00266:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00266\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":314,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00266/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00266\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00266","actor":"rep_32","timestamp":"2026-01-20T05:34:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00266:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00266\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":298,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00266\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00266","actor":"rep_32","timestamp":"2026-01-20T05:51:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00266:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":62,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00266","actor":"rep_32","timestamp":"2026-01-20T06:00:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00266:04","content":"Drafted executive opportunity summary for Nexus AI ($235k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":209,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00266","actor":"rep_32","timestamp":"2026-01-20T06:14:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00266:05","content":"Salesforce Opportunity #crm_00266 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00266\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":344,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00266\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00266\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00266","actor":"rep_32","timestamp":"2026-01-20T05:42:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00266:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":147,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00266\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00266","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00266","actor":"rep_32","timestamp":"2026-01-20T05:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00266:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00266)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00266\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":79,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00266\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00267","actor":"rep_11","actor_name":"David Kim","company":"Nexus AI","opened_at":"2026-02-13T04:16:00.000Z","closed_at":"2026-02-13T05:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($392k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00267","actor":"rep_11","timestamp":"2026-02-13T04:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00267:00","content":"Operational trigger received from salesforce for Nexus AI ($392k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":125,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$392k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00267","actor":"rep_11","timestamp":"2026-02-13T04:19:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00267:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00267\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":165,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00267/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00267\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00267","actor":"rep_11","timestamp":"2026-02-13T04:38:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00267:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00267\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":316,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00267\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00267","actor":"rep_11","timestamp":"2026-02-13T04:37:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00267:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":238,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00267","actor":"rep_11","timestamp":"2026-02-13T04:40:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00267:04","content":"Drafted executive opportunity summary for Nexus AI ($425k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":317,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00267","actor":"rep_11","timestamp":"2026-02-13T04:36:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00267:05","content":"Salesforce Opportunity #crm_00267 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00267\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":344,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00267\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00267\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00267","actor":"rep_11","timestamp":"2026-02-13T05:10:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00267:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":277,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00267\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00267","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00267","actor":"rep_11","timestamp":"2026-02-13T05:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00267:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00267)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00267\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":99,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00267\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00268","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-03-13T18:02:00.000Z","closed_at":"2026-03-13T18:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($269k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00268","actor":"rep_14","timestamp":"2026-03-13T18:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00268:00","content":"Operational trigger received from salesforce for FinTech Global ($269k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":144,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$269k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00268","actor":"rep_14","timestamp":"2026-03-13T18:06:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00268:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00268\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":138,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00268/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00268\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00268","actor":"rep_14","timestamp":"2026-03-13T18:18:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00268:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00268\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":182,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00268\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00268","actor":"rep_14","timestamp":"2026-03-13T18:11:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00268:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":53,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00268","actor":"rep_14","timestamp":"2026-03-13T18:38:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00268:04","content":"Drafted executive opportunity summary for FinTech Global ($170k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":333,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00268","actor":"rep_14","timestamp":"2026-03-13T18:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00268:05","content":"Salesforce Opportunity #crm_00268 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00268\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":287,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00268\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00268\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00268","actor":"rep_14","timestamp":"2026-03-13T18:44:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00268:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":312,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00268\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00268","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00268","actor":"rep_14","timestamp":"2026-03-13T18:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00268:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00268)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00268\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":46,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00268\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00269","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-02-11T13:28:00.000Z","closed_at":"2026-02-11T14:38:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($299k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00269","actor":"rep_11","timestamp":"2026-02-11T13:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00269:00","content":"Operational trigger received from salesforce for Acme Health Systems ($299k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":170,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$299k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00269","actor":"rep_11","timestamp":"2026-02-11T13:32:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00269:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00269\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":270,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00269/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00269\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00269","actor":"rep_11","timestamp":"2026-02-11T13:50:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00269:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00269\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":291,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00269\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00269","actor":"rep_11","timestamp":"2026-02-11T13:55:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00269:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":97,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00269","actor":"rep_11","timestamp":"2026-02-11T13:40:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00269:04","content":"Drafted executive opportunity summary for Acme Health Systems ($451k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":151,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00269","actor":"rep_11","timestamp":"2026-02-11T13:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00269:05","content":"Salesforce Opportunity #crm_00269 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00269\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":201,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00269\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00269\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00269","actor":"rep_11","timestamp":"2026-02-11T13:58:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00269:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":170,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00269\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00269","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00269","actor":"rep_11","timestamp":"2026-02-11T14:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00269:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00269)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00269\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":243,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00269\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00270","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-03-26T06:03:00.000Z","closed_at":"2026-03-26T06:31:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($285k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00270","actor":"rep_37","timestamp":"2026-03-26T06:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00270:00","content":"Operational trigger received from salesforce for Nexus AI ($285k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$285k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00270","actor":"rep_37","timestamp":"2026-03-26T06:07:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00270:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00270\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":222,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00270/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00270\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00270","actor":"rep_37","timestamp":"2026-03-26T06:11:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00270:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00270\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":212,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00270\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00270","actor":"rep_37","timestamp":"2026-03-26T06:18:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00270:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":201,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00270","actor":"rep_37","timestamp":"2026-03-26T06:39:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00270:04","content":"Drafted executive opportunity summary for Nexus AI ($78k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":173,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00270","actor":"rep_37","timestamp":"2026-03-26T06:43:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00270:05","content":"Salesforce Opportunity #crm_00270 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00270\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":240,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00270\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00270\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00270","actor":"rep_37","timestamp":"2026-03-26T07:09:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00270:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":297,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00270\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00270","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00270","actor":"rep_37","timestamp":"2026-03-26T06:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00270:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00270)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00270\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":142,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00270\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00271","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-02-17T12:50:00.000Z","closed_at":"2026-02-17T13:39:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($210k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00271","actor":"rep_31","timestamp":"2026-02-17T12:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00271:00","content":"Operational trigger received from salesforce for Sentinel Networks ($210k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$210k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00271","actor":"rep_31","timestamp":"2026-02-17T12:56:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00271:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00271\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":165,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00271/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00271\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00271","actor":"rep_31","timestamp":"2026-02-17T13:02:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00271:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00271\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":250,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00271\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00271","actor":"rep_31","timestamp":"2026-02-17T13:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00271:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":144,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00271","actor":"rep_31","timestamp":"2026-02-17T13:34:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00271:04","content":"Drafted executive opportunity summary for Sentinel Networks ($252k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":278,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00271","actor":"rep_31","timestamp":"2026-02-17T13:25:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00271:05","content":"Salesforce Opportunity #crm_00271 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00271\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":160,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00271\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00271\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00271","actor":"rep_31","timestamp":"2026-02-17T13:08:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00271:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":89,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00271\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00271","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00271","actor":"rep_31","timestamp":"2026-02-17T13:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00271:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00271)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00271\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00271\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00272","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-02-28T23:39:00.000Z","closed_at":"2026-03-01T00:35:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($249k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00272","actor":"rep_25","timestamp":"2026-02-28T23:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00272:00","content":"Operational trigger received from salesforce for Nexus AI ($249k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":96,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$249k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00272","actor":"rep_25","timestamp":"2026-02-28T23:45:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00272:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00272\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":212,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00272/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00272\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00272","actor":"rep_25","timestamp":"2026-02-28T23:53:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00272:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00272\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":339,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00272\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00272","actor":"rep_25","timestamp":"2026-03-01T00:06:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00272:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":245,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00272","actor":"rep_25","timestamp":"2026-02-28T23:51:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00272:04","content":"Drafted executive opportunity summary for Nexus AI ($454k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":271,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00272","actor":"rep_25","timestamp":"2026-03-01T00:34:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00272:05","content":"Salesforce Opportunity #crm_00272 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00272\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":134,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00272\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00272\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00272","actor":"rep_25","timestamp":"2026-03-01T00:21:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00272:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":241,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00272\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00272","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00272","actor":"rep_25","timestamp":"2026-03-01T00:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00272:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00272)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00272\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00272\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00273","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-03-22T16:18:00.000Z","closed_at":"2026-03-22T17:00:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($142k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00273","actor":"rep_09","timestamp":"2026-03-22T16:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00273:00","content":"Operational trigger received from salesforce for Beacon Energy ($142k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":196,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$142k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00273","actor":"rep_09","timestamp":"2026-03-22T16:22:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00273:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00273\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":313,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00273/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00273\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00273","actor":"rep_09","timestamp":"2026-03-22T16:34:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00273:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00273\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":390,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00273\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00273","actor":"rep_09","timestamp":"2026-03-22T16:36:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00273:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":252,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00273","actor":"rep_09","timestamp":"2026-03-22T17:02:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00273:04","content":"Drafted executive opportunity summary for Beacon Energy ($186k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":248,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00273","actor":"rep_09","timestamp":"2026-03-22T17:13:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00273:05","content":"Salesforce Opportunity #crm_00273 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00273\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":105,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00273\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00273\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00273","actor":"rep_09","timestamp":"2026-03-22T17:12:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00273:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":111,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00273\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00273","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00273","actor":"rep_09","timestamp":"2026-03-22T17:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00273:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00273)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00273\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00273\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00274","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-02-01T20:45:00.000Z","closed_at":"2026-02-01T21:27:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($179k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00274","actor":"rep_25","timestamp":"2026-02-01T20:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00274:00","content":"Operational trigger received from salesforce for Apex Retail Group ($179k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":89,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$179k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00274","actor":"rep_25","timestamp":"2026-02-01T20:52:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00274:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00274\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":344,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00274/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00274\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00274","actor":"rep_25","timestamp":"2026-02-01T21:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00274:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00274\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":311,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00274\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00274","actor":"rep_25","timestamp":"2026-02-01T21:06:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00274:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":228,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00274","actor":"rep_25","timestamp":"2026-02-01T21:09:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00274:04","content":"Drafted executive opportunity summary for Apex Retail Group ($215k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":207,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00274","actor":"rep_25","timestamp":"2026-02-01T21:40:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00274:05","content":"Salesforce Opportunity #crm_00274 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00274\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":170,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00274\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00274\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00274","actor":"rep_25","timestamp":"2026-02-01T21:15:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00274:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":239,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00274\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00274","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00274","actor":"rep_25","timestamp":"2026-02-01T21:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00274:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00274)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00274\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":188,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00274\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00275","actor":"rep_31","actor_name":"Aisha Taylor","company":"CloudScale Data","opened_at":"2026-01-30T16:52:00.000Z","closed_at":"2026-01-30T17:48:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($125k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00275","actor":"rep_31","timestamp":"2026-01-30T16:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00275:00","content":"Operational trigger received from salesforce for CloudScale Data ($125k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":63,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$125k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00275","actor":"rep_31","timestamp":"2026-01-30T17:01:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00275:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00275\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":143,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00275/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00275\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00275","actor":"rep_31","timestamp":"2026-01-30T17:00:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00275:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00275\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":332,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00275\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00275","actor":"rep_31","timestamp":"2026-01-30T17:22:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00275:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":68,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00275","actor":"rep_31","timestamp":"2026-01-30T17:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00275:04","content":"Drafted executive opportunity summary for CloudScale Data ($297k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":336,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00275","actor":"rep_31","timestamp":"2026-01-30T17:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00275:05","content":"Salesforce Opportunity #crm_00275 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00275\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":111,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00275\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00275\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00275","actor":"rep_31","timestamp":"2026-01-30T17:34:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00275:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":309,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00275\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00275","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00275","actor":"rep_31","timestamp":"2026-01-30T17:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00275:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00275)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00275\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00275\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00276","actor":"rep_25","actor_name":"Carlos Mendez","company":"Aura Therapeutics","opened_at":"2026-01-02T15:40:00.000Z","closed_at":"2026-01-02T16:43:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($434k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00276","actor":"rep_25","timestamp":"2026-01-02T15:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00276:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($434k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$434k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00276","actor":"rep_25","timestamp":"2026-01-02T15:48:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00276:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00276\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":183,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00276/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00276\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00276","actor":"rep_25","timestamp":"2026-01-02T15:58:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00276:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00276\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":300,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00276\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00276","actor":"rep_25","timestamp":"2026-01-02T16:07:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00276:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":156,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00276","actor":"rep_25","timestamp":"2026-01-02T16:08:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00276:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($440k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":341,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00276","actor":"rep_25","timestamp":"2026-01-02T16:25:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00276:05","content":"Salesforce Opportunity #crm_00276 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00276\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":131,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00276\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00276\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00276","actor":"rep_25","timestamp":"2026-01-02T16:28:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00276:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":166,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00276\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00276","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00276","actor":"rep_25","timestamp":"2026-01-02T16:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00276:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00276)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00276\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00276\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00277","actor":"rep_19","actor_name":"James Wilson","company":"NovaBio Labs","opened_at":"2026-03-17T19:04:00.000Z","closed_at":"2026-03-17T20:00:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($226k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00277","actor":"rep_19","timestamp":"2026-03-17T19:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00277:00","content":"Operational trigger received from salesforce for NovaBio Labs ($226k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":157,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00277","actor":"rep_19","timestamp":"2026-03-17T19:10:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00277:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00277\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":146,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00277/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00277\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00277","actor":"rep_19","timestamp":"2026-03-17T19:14:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00277:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00277\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":389,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00277\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00277","actor":"rep_19","timestamp":"2026-03-17T19:37:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00277:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":66,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00277","actor":"rep_19","timestamp":"2026-03-17T19:44:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00277:04","content":"Drafted executive opportunity summary for NovaBio Labs ($223k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":170,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00277","actor":"rep_19","timestamp":"2026-03-17T19:34:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00277:05","content":"Salesforce Opportunity #crm_00277 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00277\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":293,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00277\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00277\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00277","actor":"rep_19","timestamp":"2026-03-17T19:52:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00277:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":298,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00277\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00277","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00277","actor":"rep_19","timestamp":"2026-03-17T20:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00277:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00277)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00277\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":238,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00277\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00278","actor":"rep_31","actor_name":"Aisha Taylor","company":"OmniChannel Inc","opened_at":"2026-02-14T02:13:00.000Z","closed_at":"2026-02-14T02:41:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($209k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00278","actor":"rep_31","timestamp":"2026-02-14T02:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00278:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($209k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$209k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00278","actor":"rep_31","timestamp":"2026-02-14T02:17:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00278:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00278\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":258,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00278/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00278\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00278","actor":"rep_31","timestamp":"2026-02-14T02:19:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00278:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00278\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":319,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00278\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00278","actor":"rep_31","timestamp":"2026-02-14T02:22:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00278:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":135,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00278","actor":"rep_31","timestamp":"2026-02-14T02:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00278:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($353k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":186,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00278","actor":"rep_31","timestamp":"2026-02-14T02:33:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00278:05","content":"Salesforce Opportunity #crm_00278 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00278\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":146,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00278\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00278\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00278","actor":"rep_31","timestamp":"2026-02-14T02:55:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00278:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":291,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00278\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00278","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00278","actor":"rep_31","timestamp":"2026-02-14T02:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00278:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00278)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00278\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":219,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00278\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00279","actor":"rep_14","actor_name":"Rachel Adams","company":"Nexus AI","opened_at":"2026-01-15T21:47:00.000Z","closed_at":"2026-01-15T22:15:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($413k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00279","actor":"rep_14","timestamp":"2026-01-15T21:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00279:00","content":"Operational trigger received from salesforce for Nexus AI ($413k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00279","actor":"rep_14","timestamp":"2026-01-15T21:51:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00279:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00279\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":245,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00279/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00279\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00279","actor":"rep_14","timestamp":"2026-01-15T22:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00279:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00279\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":187,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00279\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00279","actor":"rep_14","timestamp":"2026-01-15T21:56:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00279:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":181,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00279","actor":"rep_14","timestamp":"2026-01-15T22:23:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00279:04","content":"Drafted executive opportunity summary for Nexus AI ($231k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":224,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00279","actor":"rep_14","timestamp":"2026-01-15T22:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00279:05","content":"Salesforce Opportunity #crm_00279 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00279\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":187,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00279\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00279\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00279","actor":"rep_14","timestamp":"2026-01-15T22:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00279:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":180,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00279\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00279","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00279","actor":"rep_14","timestamp":"2026-01-15T22:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00279:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00279)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00279\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":236,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00279\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00280","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-03-11T02:11:00.000Z","closed_at":"2026-03-11T02:32:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($369k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00280","actor":"rep_32","timestamp":"2026-03-11T02:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00280:00","content":"Operational trigger received from salesforce for Acme Health Systems ($369k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$369k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00280","actor":"rep_32","timestamp":"2026-03-11T02:15:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00280:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00280\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":159,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00280/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00280\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00280","actor":"rep_32","timestamp":"2026-03-11T02:31:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00280:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00280\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":264,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00280\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00280","actor":"rep_32","timestamp":"2026-03-11T02:26:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00280:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":160,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00280","actor":"rep_32","timestamp":"2026-03-11T02:55:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00280:04","content":"Drafted executive opportunity summary for Acme Health Systems ($286k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":318,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00280","actor":"rep_32","timestamp":"2026-03-11T02:46:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00280:05","content":"Salesforce Opportunity #crm_00280 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00280\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":206,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00280\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00280\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00280","actor":"rep_32","timestamp":"2026-03-11T03:17:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00280:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":305,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00280\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00280","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00280","actor":"rep_32","timestamp":"2026-03-11T02:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00280:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00280)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00280\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":148,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00280\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00281","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-03-24T10:03:00.000Z","closed_at":"2026-03-24T11:13:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($235k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00281","actor":"rep_37","timestamp":"2026-03-24T10:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00281:00","content":"Operational trigger received from salesforce for Catalyst Software ($235k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":116,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$235k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00281","actor":"rep_37","timestamp":"2026-03-24T10:06:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00281:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00281\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":318,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00281/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00281\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00281","actor":"rep_37","timestamp":"2026-03-24T10:13:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00281:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00281\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":219,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00281\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00281","actor":"rep_37","timestamp":"2026-03-24T10:18:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00281:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":204,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00281","actor":"rep_37","timestamp":"2026-03-24T10:39:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00281:04","content":"Drafted executive opportunity summary for Catalyst Software ($434k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":249,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00281","actor":"rep_37","timestamp":"2026-03-24T10:33:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00281:05","content":"Salesforce Opportunity #crm_00281 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00281\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":254,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00281\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00281\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00281","actor":"rep_37","timestamp":"2026-03-24T10:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00281:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":246,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00281\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00281","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00281","actor":"rep_37","timestamp":"2026-03-24T11:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00281:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00281)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00281\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":182,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00281\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00282","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-01-20T02:16:00.000Z","closed_at":"2026-01-20T03:33:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($357k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00282","actor":"rep_11","timestamp":"2026-01-20T02:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00282:00","content":"Operational trigger received from salesforce for Vertex Cyber ($357k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":91,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$357k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00282","actor":"rep_11","timestamp":"2026-01-20T02:23:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00282:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00282\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":196,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00282/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00282\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00282","actor":"rep_11","timestamp":"2026-01-20T02:36:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00282:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00282\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":200,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00282\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00282","actor":"rep_11","timestamp":"2026-01-20T02:43:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00282:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":223,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00282","actor":"rep_11","timestamp":"2026-01-20T02:48:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00282:04","content":"Drafted executive opportunity summary for Vertex Cyber ($331k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":289,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00282","actor":"rep_11","timestamp":"2026-01-20T02:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00282:05","content":"Salesforce Opportunity #crm_00282 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00282\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":110,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00282\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00282\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00282","actor":"rep_11","timestamp":"2026-01-20T02:52:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00282:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":92,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00282\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00282","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00282","actor":"rep_11","timestamp":"2026-01-20T03:33:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00282:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00282)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00282\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":120,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00282\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00283","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-03-16T10:06:00.000Z","closed_at":"2026-03-16T10:55:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($66k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00283","actor":"rep_14","timestamp":"2026-03-16T10:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00283:00","content":"Operational trigger received from salesforce for Apex Retail Group ($66k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":238,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$66k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00283","actor":"rep_14","timestamp":"2026-03-16T10:10:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00283:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00283\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":302,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00283/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00283\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00283","actor":"rep_14","timestamp":"2026-03-16T10:24:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00283:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00283\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":181,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00283\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00283","actor":"rep_14","timestamp":"2026-03-16T10:33:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00283:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":202,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00283","actor":"rep_14","timestamp":"2026-03-16T10:34:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00283:04","content":"Drafted executive opportunity summary for Apex Retail Group ($318k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":306,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00283","actor":"rep_14","timestamp":"2026-03-16T10:56:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00283:05","content":"Salesforce Opportunity #crm_00283 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00283\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":341,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00283\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00283\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00283","actor":"rep_14","timestamp":"2026-03-16T10:24:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00283:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":305,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00283\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00283","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00283","actor":"rep_14","timestamp":"2026-03-16T10:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00283:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00283)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00283\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00283\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00284","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-03-11T14:08:00.000Z","closed_at":"2026-03-11T15:04:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($107k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00284","actor":"rep_11","timestamp":"2026-03-11T14:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00284:00","content":"Operational trigger received from salesforce for NovaBio Labs ($107k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":106,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$107k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00284","actor":"rep_11","timestamp":"2026-03-11T14:12:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00284:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00284\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":358,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00284/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00284\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00284","actor":"rep_11","timestamp":"2026-03-11T14:20:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00284:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00284\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":212,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00284\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00284","actor":"rep_11","timestamp":"2026-03-11T14:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00284:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":255,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00284","actor":"rep_11","timestamp":"2026-03-11T14:52:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00284:04","content":"Drafted executive opportunity summary for NovaBio Labs ($410k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":153,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00284","actor":"rep_11","timestamp":"2026-03-11T14:58:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00284:05","content":"Salesforce Opportunity #crm_00284 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00284\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":241,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00284\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00284\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00284","actor":"rep_11","timestamp":"2026-03-11T14:38:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00284:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":186,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00284\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00284","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00284","actor":"rep_11","timestamp":"2026-03-11T15:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00284:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00284)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00284\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00284\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00285","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-02-16T13:23:00.000Z","closed_at":"2026-02-16T13:44:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($365k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00285","actor":"rep_01","timestamp":"2026-02-16T13:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00285:00","content":"Operational trigger received from salesforce for Vanguard Financial ($365k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":155,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$365k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00285","actor":"rep_01","timestamp":"2026-02-16T13:27:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00285:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00285\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":287,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00285/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00285\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00285","actor":"rep_01","timestamp":"2026-02-16T13:37:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00285:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00285\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":301,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00285\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00285","actor":"rep_01","timestamp":"2026-02-16T13:41:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00285:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":221,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00285","actor":"rep_01","timestamp":"2026-02-16T13:43:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00285:04","content":"Drafted executive opportunity summary for Vanguard Financial ($124k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":145,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00285","actor":"rep_01","timestamp":"2026-02-16T13:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00285:05","content":"Salesforce Opportunity #crm_00285 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00285\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":199,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00285\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00285\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00285","actor":"rep_01","timestamp":"2026-02-16T13:59:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00285:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":137,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00285\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00285","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00285","actor":"rep_01","timestamp":"2026-02-16T13:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00285:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00285)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00285\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00285\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00286","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-01-04T10:49:00.000Z","closed_at":"2026-01-04T11:59:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($225k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00286","actor":"rep_32","timestamp":"2026-01-04T10:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00286:00","content":"Operational trigger received from salesforce for Meridian Logistics ($225k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$225k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00286","actor":"rep_32","timestamp":"2026-01-04T10:54:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00286:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00286\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":268,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00286/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00286\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00286","actor":"rep_32","timestamp":"2026-01-04T11:03:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00286:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00286\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":340,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00286\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00286","actor":"rep_32","timestamp":"2026-01-04T11:22:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00286:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":61,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00286","actor":"rep_32","timestamp":"2026-01-04T11:13:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00286:04","content":"Drafted executive opportunity summary for Meridian Logistics ($393k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":306,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00286","actor":"rep_32","timestamp":"2026-01-04T11:29:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00286:05","content":"Salesforce Opportunity #crm_00286 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00286\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":311,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00286\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00286\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00286","actor":"rep_32","timestamp":"2026-01-04T11:31:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00286:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":93,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00286\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00286","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00286","actor":"rep_32","timestamp":"2026-01-04T11:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00286:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00286)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00286\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":202,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00286\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00287","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-03-22T22:43:00.000Z","closed_at":"2026-03-22T23:46:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($427k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00287","actor":"rep_14","timestamp":"2026-03-22T22:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00287:00","content":"Operational trigger received from salesforce for Sentinel Networks ($427k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":282,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$427k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00287","actor":"rep_14","timestamp":"2026-03-22T22:50:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00287:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00287\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":283,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00287/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00287\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00287","actor":"rep_14","timestamp":"2026-03-22T22:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00287:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00287\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":311,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00287\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00287","actor":"rep_14","timestamp":"2026-03-22T23:01:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00287:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":87,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00287","actor":"rep_14","timestamp":"2026-03-22T22:55:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00287:04","content":"Drafted executive opportunity summary for Sentinel Networks ($143k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":335,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00287","actor":"rep_14","timestamp":"2026-03-22T23:18:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00287:05","content":"Salesforce Opportunity #crm_00287 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00287\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":154,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00287\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00287\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00287","actor":"rep_14","timestamp":"2026-03-22T23:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00287:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":290,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00287\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00287","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00287","actor":"rep_14","timestamp":"2026-03-22T23:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00287:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00287)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00287\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":122,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00287\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00288","actor":"rep_37","actor_name":"Sophia Zhang","company":"Sentinel Networks","opened_at":"2026-01-28T11:33:00.000Z","closed_at":"2026-01-28T12:08:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($121k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00288","actor":"rep_37","timestamp":"2026-01-28T11:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00288:00","content":"Operational trigger received from salesforce for Sentinel Networks ($121k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":101,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$121k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00288","actor":"rep_37","timestamp":"2026-01-28T11:44:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00288:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00288\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":261,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00288/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00288\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00288","actor":"rep_37","timestamp":"2026-01-28T11:41:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00288:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00288\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":398,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00288\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00288","actor":"rep_37","timestamp":"2026-01-28T11:48:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00288:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":95,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00288","actor":"rep_37","timestamp":"2026-01-28T12:01:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00288:04","content":"Drafted executive opportunity summary for Sentinel Networks ($311k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":373,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00288","actor":"rep_37","timestamp":"2026-01-28T11:58:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00288:05","content":"Salesforce Opportunity #crm_00288 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00288\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":240,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00288\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00288\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00288","actor":"rep_37","timestamp":"2026-01-28T12:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00288:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":159,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00288\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00288","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00288","actor":"rep_37","timestamp":"2026-01-28T12:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00288:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00288)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00288\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":82,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00288\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00289","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-01-05T13:37:00.000Z","closed_at":"2026-01-05T14:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($401k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00289","actor":"rep_37","timestamp":"2026-01-05T13:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00289:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($401k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":90,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$401k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00289","actor":"rep_37","timestamp":"2026-01-05T13:41:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00289:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00289\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":262,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00289/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00289\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00289","actor":"rep_37","timestamp":"2026-01-05T13:43:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00289:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00289\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":256,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00289\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00289","actor":"rep_37","timestamp":"2026-01-05T13:58:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00289:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":107,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00289","actor":"rep_37","timestamp":"2026-01-05T14:05:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00289:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($188k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":145,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00289","actor":"rep_37","timestamp":"2026-01-05T14:07:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00289:05","content":"Salesforce Opportunity #crm_00289 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00289\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":177,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00289\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00289\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00289","actor":"rep_37","timestamp":"2026-01-05T14:07:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00289:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":105,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00289\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00289","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00289","actor":"rep_37","timestamp":"2026-01-05T14:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00289:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00289)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00289\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":111,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00289\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00290","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-01-21T01:36:00.000Z","closed_at":"2026-01-21T02:25:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($181k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00290","actor":"rep_14","timestamp":"2026-01-21T01:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00290:00","content":"Operational trigger received from salesforce for Pinnacle Media ($181k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":51,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$181k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00290","actor":"rep_14","timestamp":"2026-01-21T01:40:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00290:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00290\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":201,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00290/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00290\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00290","actor":"rep_14","timestamp":"2026-01-21T01:42:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00290:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00290\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":293,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00290\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00290","actor":"rep_14","timestamp":"2026-01-21T02:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00290:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":155,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00290","actor":"rep_14","timestamp":"2026-01-21T02:16:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00290:04","content":"Drafted executive opportunity summary for Pinnacle Media ($229k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":292,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00290","actor":"rep_14","timestamp":"2026-01-21T02:21:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00290:05","content":"Salesforce Opportunity #crm_00290 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00290\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":325,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00290\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00290\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00290","actor":"rep_14","timestamp":"2026-01-21T02:30:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00290:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":105,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00290\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00290","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00290","actor":"rep_14","timestamp":"2026-01-21T02:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00290:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00290)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00290\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":267,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00290\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00291","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-02-09T21:33:00.000Z","closed_at":"2026-02-09T22:08:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($56k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00291","actor":"rep_25","timestamp":"2026-02-09T21:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00291:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($56k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$56k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00291","actor":"rep_25","timestamp":"2026-02-09T21:44:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00291:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00291\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":280,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00291/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00291\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00291","actor":"rep_25","timestamp":"2026-02-09T21:41:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00291:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00291\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":334,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00291\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00291","actor":"rep_25","timestamp":"2026-02-09T21:48:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00291:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":129,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00291","actor":"rep_25","timestamp":"2026-02-09T22:01:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00291:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($254k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":291,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00291","actor":"rep_25","timestamp":"2026-02-09T22:23:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00291:05","content":"Salesforce Opportunity #crm_00291 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00291\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":139,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00291\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00291\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00291","actor":"rep_25","timestamp":"2026-02-09T22:09:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00291:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":288,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00291\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00291","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00291","actor":"rep_25","timestamp":"2026-02-09T22:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00291:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00291)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00291\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":224,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00291\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00292","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-02-17T23:11:00.000Z","closed_at":"2026-02-18T00:14:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($388k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00292","actor":"rep_37","timestamp":"2026-02-17T23:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00292:00","content":"Operational trigger received from salesforce for Stripe Technologies ($388k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":72,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$388k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00292","actor":"rep_37","timestamp":"2026-02-17T23:17:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00292:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00292\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":344,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00292/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00292\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00292","actor":"rep_37","timestamp":"2026-02-17T23:25:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00292:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00292\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":250,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00292\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00292","actor":"rep_37","timestamp":"2026-02-17T23:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00292:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":175,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00292","actor":"rep_37","timestamp":"2026-02-17T23:47:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00292:04","content":"Drafted executive opportunity summary for Stripe Technologies ($168k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":150,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00292","actor":"rep_37","timestamp":"2026-02-18T00:06:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00292:05","content":"Salesforce Opportunity #crm_00292 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00292\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":262,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00292\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00292\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00292","actor":"rep_37","timestamp":"2026-02-18T00:11:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00292:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":167,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00292\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00292","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00292","actor":"rep_37","timestamp":"2026-02-18T00:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00292:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00292)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00292\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00292\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00293","actor":"rep_20","actor_name":"Maya Patel","company":"Meridian Logistics","opened_at":"2026-02-12T12:21:00.000Z","closed_at":"2026-02-12T13:31:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($258k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00293","actor":"rep_20","timestamp":"2026-02-12T12:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00293:00","content":"Operational trigger received from salesforce for Meridian Logistics ($258k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":111,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$258k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00293","actor":"rep_20","timestamp":"2026-02-12T12:30:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00293:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00293\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":342,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00293/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00293\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00293","actor":"rep_20","timestamp":"2026-02-12T12:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00293:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00293\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":397,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00293\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00293","actor":"rep_20","timestamp":"2026-02-12T12:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00293:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":109,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00293","actor":"rep_20","timestamp":"2026-02-12T13:01:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00293:04","content":"Drafted executive opportunity summary for Meridian Logistics ($279k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":200,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00293","actor":"rep_20","timestamp":"2026-02-12T12:56:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00293:05","content":"Salesforce Opportunity #crm_00293 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00293\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":314,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00293\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00293\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00293","actor":"rep_20","timestamp":"2026-02-12T12:39:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00293:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":282,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00293\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00293","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00293","actor":"rep_20","timestamp":"2026-02-12T13:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00293:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00293)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00293\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":114,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00293\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00294","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-02-27T20:33:00.000Z","closed_at":"2026-02-27T21:29:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($295k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00294","actor":"rep_14","timestamp":"2026-02-27T20:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00294:00","content":"Operational trigger received from salesforce for Pinnacle Media ($295k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$295k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00294","actor":"rep_14","timestamp":"2026-02-27T20:41:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00294:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00294\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":192,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00294/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00294\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00294","actor":"rep_14","timestamp":"2026-02-27T20:43:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00294:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00294\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":349,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00294\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00294","actor":"rep_14","timestamp":"2026-02-27T20:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00294:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":125,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00294","actor":"rep_14","timestamp":"2026-02-27T21:17:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00294:04","content":"Drafted executive opportunity summary for Pinnacle Media ($441k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":312,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00294","actor":"rep_14","timestamp":"2026-02-27T20:58:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00294:05","content":"Salesforce Opportunity #crm_00294 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00294\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":282,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00294\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00294\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00294","actor":"rep_14","timestamp":"2026-02-27T21:21:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00294:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":133,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00294\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00294","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00294","actor":"rep_14","timestamp":"2026-02-27T21:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00294:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00294)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00294\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00294\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00295","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-03-19T10:10:00.000Z","closed_at":"2026-03-19T10:45:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($377k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00295","actor":"rep_37","timestamp":"2026-03-19T10:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00295:00","content":"Operational trigger received from salesforce for CloudScale Data ($377k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":55,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$377k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00295","actor":"rep_37","timestamp":"2026-03-19T10:21:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00295:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00295\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":352,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00295/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00295\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00295","actor":"rep_37","timestamp":"2026-03-19T10:32:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00295:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00295\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":312,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00295\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00295","actor":"rep_37","timestamp":"2026-03-19T10:43:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00295:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":119,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00295","actor":"rep_37","timestamp":"2026-03-19T10:50:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00295:04","content":"Drafted executive opportunity summary for CloudScale Data ($82k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":224,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00295","actor":"rep_37","timestamp":"2026-03-19T10:35:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00295:05","content":"Salesforce Opportunity #crm_00295 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00295\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":282,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00295\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00295\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00295","actor":"rep_37","timestamp":"2026-03-19T11:10:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00295:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":268,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00295\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00295","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00295","actor":"rep_37","timestamp":"2026-03-19T10:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00295:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00295)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00295\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":221,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00295\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00296","actor":"rep_20","actor_name":"Maya Patel","company":"Meridian Logistics","opened_at":"2026-03-01T09:09:00.000Z","closed_at":"2026-03-01T10:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($268k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00296","actor":"rep_20","timestamp":"2026-03-01T09:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00296:00","content":"Operational trigger received from salesforce for Meridian Logistics ($268k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":128,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$268k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00296","actor":"rep_20","timestamp":"2026-03-01T09:12:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00296:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00296\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":138,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00296/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00296\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00296","actor":"rep_20","timestamp":"2026-03-01T09:17:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00296:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00296\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":316,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00296\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00296","actor":"rep_20","timestamp":"2026-03-01T09:24:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00296:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":242,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00296","actor":"rep_20","timestamp":"2026-03-01T09:49:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00296:04","content":"Drafted executive opportunity summary for Meridian Logistics ($95k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":269,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00296","actor":"rep_20","timestamp":"2026-03-01T09:44:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00296:05","content":"Salesforce Opportunity #crm_00296 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00296\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":147,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00296\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00296\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00296","actor":"rep_20","timestamp":"2026-03-01T10:03:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00296:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":227,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00296\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00296","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00296","actor":"rep_20","timestamp":"2026-03-01T10:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00296:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00296)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00296\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00296\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00297","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vertex Cyber","opened_at":"2026-02-28T23:57:00.000Z","closed_at":"2026-03-01T01:00:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($359k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00297","actor":"rep_25","timestamp":"2026-02-28T23:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00297:00","content":"Operational trigger received from salesforce for Vertex Cyber ($359k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$359k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00297","actor":"rep_25","timestamp":"2026-03-01T00:00:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00297:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00297\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":132,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00297/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00297\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00297","actor":"rep_25","timestamp":"2026-03-01T00:09:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00297:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00297\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":330,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00297\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00297","actor":"rep_25","timestamp":"2026-03-01T00:30:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00297:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":150,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00297","actor":"rep_25","timestamp":"2026-03-01T00:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00297:04","content":"Drafted executive opportunity summary for Vertex Cyber ($59k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":155,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00297","actor":"rep_25","timestamp":"2026-03-01T00:52:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00297:05","content":"Salesforce Opportunity #crm_00297 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00297\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":281,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00297\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00297\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00297","actor":"rep_25","timestamp":"2026-03-01T00:51:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00297:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":140,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00297\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00297","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00297","actor":"rep_25","timestamp":"2026-03-01T01:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00297:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00297)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00297\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":163,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00297\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00298","actor":"rep_32","actor_name":"Liam O'Connor","company":"Beacon Energy","opened_at":"2026-01-18T13:34:00.000Z","closed_at":"2026-01-18T14:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($367k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00298","actor":"rep_32","timestamp":"2026-01-18T13:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00298:00","content":"Operational trigger received from salesforce for Beacon Energy ($367k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":159,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$367k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00298","actor":"rep_32","timestamp":"2026-01-18T13:42:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00298:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00298\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":235,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00298/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00298\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00298","actor":"rep_32","timestamp":"2026-01-18T13:40:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00298:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00298\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":284,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00298\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00298","actor":"rep_32","timestamp":"2026-01-18T14:04:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00298:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":234,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00298","actor":"rep_32","timestamp":"2026-01-18T13:50:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00298:04","content":"Drafted executive opportunity summary for Beacon Energy ($61k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":243,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00298","actor":"rep_32","timestamp":"2026-01-18T14:19:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00298:05","content":"Salesforce Opportunity #crm_00298 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00298\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":269,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00298\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00298\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00298","actor":"rep_32","timestamp":"2026-01-18T13:52:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00298:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":180,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00298\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00298","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00298","actor":"rep_32","timestamp":"2026-01-18T14:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00298:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00298)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00298\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":50,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00298\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00299","actor":"rep_19","actor_name":"James Wilson","company":"Vertex Cyber","opened_at":"2026-02-25T06:27:00.000Z","closed_at":"2026-02-25T06:48:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($87k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00299","actor":"rep_19","timestamp":"2026-02-25T06:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00299:00","content":"Operational trigger received from salesforce for Vertex Cyber ($87k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":101,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$87k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00299","actor":"rep_19","timestamp":"2026-02-25T06:34:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00299:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00299\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":328,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00299/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00299\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00299","actor":"rep_19","timestamp":"2026-02-25T06:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00299:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00299\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":325,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00299\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00299","actor":"rep_19","timestamp":"2026-02-25T06:51:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00299:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":275,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00299","actor":"rep_19","timestamp":"2026-02-25T07:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00299:04","content":"Drafted executive opportunity summary for Vertex Cyber ($138k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":183,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00299","actor":"rep_19","timestamp":"2026-02-25T06:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00299:05","content":"Salesforce Opportunity #crm_00299 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00299\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":321,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00299\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00299\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00299","actor":"rep_19","timestamp":"2026-02-25T06:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00299:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":88,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00299\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00299","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00299","actor":"rep_19","timestamp":"2026-02-25T06:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00299:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00299)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00299\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":179,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00299\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00300","actor":"rep_19","actor_name":"James Wilson","company":"Vertex Cyber","opened_at":"2026-03-13T20:48:00.000Z","closed_at":"2026-03-13T21:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($435k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00300","actor":"rep_19","timestamp":"2026-03-13T20:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00300:00","content":"Operational trigger received from salesforce for Vertex Cyber ($435k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":137,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$435k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00300","actor":"rep_19","timestamp":"2026-03-13T20:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00300:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00300\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":141,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00300/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00300\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00300","actor":"rep_19","timestamp":"2026-03-13T20:54:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00300:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00300\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":205,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00300\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00300","actor":"rep_19","timestamp":"2026-03-13T21:18:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00300:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":72,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00300","actor":"rep_19","timestamp":"2026-03-13T21:04:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00300:04","content":"Drafted executive opportunity summary for Vertex Cyber ($271k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":295,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00300","actor":"rep_19","timestamp":"2026-03-13T21:43:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00300:05","content":"Salesforce Opportunity #crm_00300 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00300\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":255,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00300\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00300\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00300","actor":"rep_19","timestamp":"2026-03-13T21:18:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00300:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":304,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00300\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00300","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00300","actor":"rep_19","timestamp":"2026-03-13T21:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00300:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00300)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00300\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":69,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00300\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00301","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-01-01T09:27:00.000Z","closed_at":"2026-01-01T10:30:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($239k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00301","actor":"rep_06","timestamp":"2026-01-01T09:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00301:00","content":"Operational trigger received from salesforce for Acme Health Systems ($239k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":71,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$239k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00301","actor":"rep_06","timestamp":"2026-01-01T09:38:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00301:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00301\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":164,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00301/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00301\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00301","actor":"rep_06","timestamp":"2026-01-01T09:37:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00301:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00301\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":380,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00301\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00301","actor":"rep_06","timestamp":"2026-01-01T09:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00301:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":245,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00301","actor":"rep_06","timestamp":"2026-01-01T10:11:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00301:04","content":"Drafted executive opportunity summary for Acme Health Systems ($245k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":174,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00301","actor":"rep_06","timestamp":"2026-01-01T09:52:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00301:05","content":"Salesforce Opportunity #crm_00301 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00301\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":109,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00301\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00301\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00301","actor":"rep_06","timestamp":"2026-01-01T10:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00301:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":220,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00301\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00301","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00301","actor":"rep_06","timestamp":"2026-01-01T10:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00301:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00301)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00301\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00301\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00302","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-03-10T07:30:00.000Z","closed_at":"2026-03-10T08:33:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($171k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00302","actor":"rep_19","timestamp":"2026-03-10T07:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00302:00","content":"Operational trigger received from salesforce for Stripe Technologies ($171k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$171k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00302","actor":"rep_19","timestamp":"2026-03-10T07:33:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00302:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00302\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":308,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00302/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00302\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00302","actor":"rep_19","timestamp":"2026-03-10T07:50:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00302:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00302\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":337,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00302\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00302","actor":"rep_19","timestamp":"2026-03-10T08:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00302:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":207,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00302","actor":"rep_19","timestamp":"2026-03-10T07:50:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00302:04","content":"Drafted executive opportunity summary for Stripe Technologies ($100k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":175,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00302","actor":"rep_19","timestamp":"2026-03-10T07:45:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00302:05","content":"Salesforce Opportunity #crm_00302 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00302\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":219,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00302\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00302\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00302","actor":"rep_19","timestamp":"2026-03-10T08:24:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00302:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":90,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00302\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00302","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00302","actor":"rep_19","timestamp":"2026-03-10T08:33:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00302:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00302)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00302\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":123,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00302\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00303","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-02-25T14:53:00.000Z","closed_at":"2026-02-25T15:42:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($248k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00303","actor":"rep_32","timestamp":"2026-02-25T14:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00303:00","content":"Operational trigger received from salesforce for Vanguard Financial ($248k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":281,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$248k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00303","actor":"rep_32","timestamp":"2026-02-25T15:04:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00303:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00303\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":313,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00303/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00303\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00303","actor":"rep_32","timestamp":"2026-02-25T14:59:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00303:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00303\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":170,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00303\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00303","actor":"rep_32","timestamp":"2026-02-25T15:14:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00303:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":249,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00303","actor":"rep_32","timestamp":"2026-02-25T15:29:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00303:04","content":"Drafted executive opportunity summary for Vanguard Financial ($114k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":161,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00303","actor":"rep_32","timestamp":"2026-02-25T15:08:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00303:05","content":"Salesforce Opportunity #crm_00303 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00303\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":159,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00303\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00303\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00303","actor":"rep_32","timestamp":"2026-02-25T15:11:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00303:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":163,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00303\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00303","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00303","actor":"rep_32","timestamp":"2026-02-25T15:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00303:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00303)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00303\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00303\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00304","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-01-02T11:08:00.000Z","closed_at":"2026-01-02T11:43:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($80k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00304","actor":"rep_19","timestamp":"2026-01-02T11:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00304:00","content":"Operational trigger received from salesforce for Sentinel Networks ($80k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$80k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00304","actor":"rep_19","timestamp":"2026-01-02T11:14:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00304:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00304\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":211,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00304/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00304\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00304","actor":"rep_19","timestamp":"2026-01-02T11:24:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00304:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00304\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":375,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00304\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00304","actor":"rep_19","timestamp":"2026-01-02T11:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00304:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":238,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00304","actor":"rep_19","timestamp":"2026-01-02T11:48:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00304:04","content":"Drafted executive opportunity summary for Sentinel Networks ($192k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":241,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00304","actor":"rep_19","timestamp":"2026-01-02T11:28:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00304:05","content":"Salesforce Opportunity #crm_00304 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00304\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":253,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00304\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00304\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00304","actor":"rep_19","timestamp":"2026-01-02T12:08:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00304:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":226,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00304\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00304","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00304","actor":"rep_19","timestamp":"2026-01-02T11:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00304:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00304)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00304\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":128,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00304\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00305","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-03-30T00:55:00.000Z","closed_at":"2026-03-30T01:37:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($316k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00305","actor":"rep_09","timestamp":"2026-03-30T00:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00305:00","content":"Operational trigger received from salesforce for Stripe Technologies ($316k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":281,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$316k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00305","actor":"rep_09","timestamp":"2026-03-30T00:59:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00305:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00305\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":262,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00305/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00305\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00305","actor":"rep_09","timestamp":"2026-03-30T01:11:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00305:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00305\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":382,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00305\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00305","actor":"rep_09","timestamp":"2026-03-30T01:10:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00305:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":159,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00305","actor":"rep_09","timestamp":"2026-03-30T01:15:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00305:04","content":"Drafted executive opportunity summary for Stripe Technologies ($201k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":229,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00305","actor":"rep_09","timestamp":"2026-03-30T01:20:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00305:05","content":"Salesforce Opportunity #crm_00305 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00305\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":262,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00305\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00305\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00305","actor":"rep_09","timestamp":"2026-03-30T01:49:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00305:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":263,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00305\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00305","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00305","actor":"rep_09","timestamp":"2026-03-30T01:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00305:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00305)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00305\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":221,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00305\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00306","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-02-05T18:37:00.000Z","closed_at":"2026-02-05T19:40:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($224k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00306","actor":"rep_11","timestamp":"2026-02-05T18:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00306:00","content":"Operational trigger received from salesforce for Pinnacle Media ($224k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":169,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$224k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00306","actor":"rep_11","timestamp":"2026-02-05T18:44:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00306:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00306\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":267,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00306/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00306\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00306","actor":"rep_11","timestamp":"2026-02-05T18:43:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00306:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00306\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":288,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00306\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00306","actor":"rep_11","timestamp":"2026-02-05T19:07:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00306:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":46,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00306","actor":"rep_11","timestamp":"2026-02-05T18:57:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00306:04","content":"Drafted executive opportunity summary for Pinnacle Media ($230k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":229,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00306","actor":"rep_11","timestamp":"2026-02-05T19:12:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00306:05","content":"Salesforce Opportunity #crm_00306 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00306\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":257,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00306\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00306\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00306","actor":"rep_11","timestamp":"2026-02-05T18:55:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00306:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":95,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00306\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00306","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00306","actor":"rep_11","timestamp":"2026-02-05T19:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00306:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00306)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00306\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":199,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00306\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00307","actor":"rep_09","actor_name":"Elena Rostova","company":"Meridian Logistics","opened_at":"2026-01-13T05:00:00.000Z","closed_at":"2026-01-13T06:10:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($406k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00307","actor":"rep_09","timestamp":"2026-01-13T05:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00307:00","content":"Operational trigger received from salesforce for Meridian Logistics ($406k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":213,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$406k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00307","actor":"rep_09","timestamp":"2026-01-13T05:10:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00307:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00307\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":346,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00307/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00307\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00307","actor":"rep_09","timestamp":"2026-01-13T05:10:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00307:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00307\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":202,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00307\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00307","actor":"rep_09","timestamp":"2026-01-13T05:27:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00307:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":136,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00307","actor":"rep_09","timestamp":"2026-01-13T05:40:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00307:04","content":"Drafted executive opportunity summary for Meridian Logistics ($420k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":239,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00307","actor":"rep_09","timestamp":"2026-01-13T05:25:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00307:05","content":"Salesforce Opportunity #crm_00307 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00307\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":338,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00307\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00307\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00307","actor":"rep_09","timestamp":"2026-01-13T05:36:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00307:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":148,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00307\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00307","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00307","actor":"rep_09","timestamp":"2026-01-13T06:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00307:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00307)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00307\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00307\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00308","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-03-03T04:39:00.000Z","closed_at":"2026-03-03T05:49:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($366k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00308","actor":"rep_37","timestamp":"2026-03-03T04:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00308:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($366k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$366k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00308","actor":"rep_37","timestamp":"2026-03-03T04:49:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00308:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00308\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":189,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00308/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00308\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00308","actor":"rep_37","timestamp":"2026-03-03T05:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00308:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00308\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":294,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00308\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00308","actor":"rep_37","timestamp":"2026-03-03T05:06:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00308:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":94,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00308","actor":"rep_37","timestamp":"2026-03-03T04:55:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00308:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($297k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":206,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00308","actor":"rep_37","timestamp":"2026-03-03T05:29:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00308:05","content":"Salesforce Opportunity #crm_00308 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00308\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":261,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00308\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00308\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00308","actor":"rep_37","timestamp":"2026-03-03T05:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00308:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":156,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00308\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00308","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00308","actor":"rep_37","timestamp":"2026-03-03T05:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00308:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00308)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00308\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":177,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00308\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00309","actor":"rep_20","actor_name":"Maya Patel","company":"Aura Therapeutics","opened_at":"2026-01-11T09:21:00.000Z","closed_at":"2026-01-11T09:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($140k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00309","actor":"rep_20","timestamp":"2026-01-11T09:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00309:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($140k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$140k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00309","actor":"rep_20","timestamp":"2026-01-11T09:28:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00309:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00309\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":335,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00309/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00309\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00309","actor":"rep_20","timestamp":"2026-01-11T09:37:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00309:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00309\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":224,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00309\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00309","actor":"rep_20","timestamp":"2026-01-11T09:45:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00309:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":162,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00309","actor":"rep_20","timestamp":"2026-01-11T09:49:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00309:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($55k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":145,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00309","actor":"rep_20","timestamp":"2026-01-11T10:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00309:05","content":"Salesforce Opportunity #crm_00309 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00309\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":196,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00309\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00309\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00309","actor":"rep_20","timestamp":"2026-01-11T10:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00309:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":86,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00309\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00309","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00309","actor":"rep_20","timestamp":"2026-01-11T09:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00309:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00309)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00309\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00309\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00310","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-01-07T07:41:00.000Z","closed_at":"2026-01-07T08:30:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($435k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00310","actor":"rep_32","timestamp":"2026-01-07T07:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00310:00","content":"Operational trigger received from salesforce for Meridian Logistics ($435k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":80,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$435k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00310","actor":"rep_32","timestamp":"2026-01-07T07:48:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00310:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00310\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":220,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00310/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00310\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00310","actor":"rep_32","timestamp":"2026-01-07T07:59:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00310:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00310\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":236,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00310\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00310","actor":"rep_32","timestamp":"2026-01-07T07:59:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00310:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":243,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00310","actor":"rep_32","timestamp":"2026-01-07T08:09:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00310:04","content":"Drafted executive opportunity summary for Meridian Logistics ($419k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":348,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00310","actor":"rep_32","timestamp":"2026-01-07T08:06:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00310:05","content":"Salesforce Opportunity #crm_00310 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00310\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":335,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00310\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00310\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00310","actor":"rep_32","timestamp":"2026-01-07T08:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00310:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":252,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00310\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00310","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00310","actor":"rep_32","timestamp":"2026-01-07T08:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00310:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00310)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00310\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":106,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00310\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00311","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-02-23T02:12:00.000Z","closed_at":"2026-02-23T03:01:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($175k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00311","actor":"rep_32","timestamp":"2026-02-23T02:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00311:00","content":"Operational trigger received from salesforce for Nexus AI ($175k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":122,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$175k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00311","actor":"rep_32","timestamp":"2026-02-23T02:18:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00311:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00311\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":355,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00311/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00311\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00311","actor":"rep_32","timestamp":"2026-02-23T02:22:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00311:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00311\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":362,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00311\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00311","actor":"rep_32","timestamp":"2026-02-23T02:24:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00311:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":101,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00311","actor":"rep_32","timestamp":"2026-02-23T02:40:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00311:04","content":"Drafted executive opportunity summary for Nexus AI ($322k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":354,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00311","actor":"rep_32","timestamp":"2026-02-23T03:02:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00311:05","content":"Salesforce Opportunity #crm_00311 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00311\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":121,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00311\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00311\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00311","actor":"rep_32","timestamp":"2026-02-23T03:06:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00311:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":190,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00311\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00311","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00311","actor":"rep_32","timestamp":"2026-02-23T03:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00311:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00311)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00311\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":168,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00311\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00312","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-03-31T02:36:00.000Z","closed_at":"2026-03-31T03:25:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($374k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00312","actor":"rep_31","timestamp":"2026-03-31T02:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00312:00","content":"Operational trigger received from salesforce for Catalyst Software ($374k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$374k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00312","actor":"rep_31","timestamp":"2026-03-31T02:47:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00312:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00312\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":244,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00312/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00312\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00312","actor":"rep_31","timestamp":"2026-03-31T02:44:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00312:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00312\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":362,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00312\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00312","actor":"rep_31","timestamp":"2026-03-31T02:48:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00312:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":128,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00312","actor":"rep_31","timestamp":"2026-03-31T02:52:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00312:04","content":"Drafted executive opportunity summary for Catalyst Software ($120k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":251,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00312","actor":"rep_31","timestamp":"2026-03-31T03:06:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00312:05","content":"Salesforce Opportunity #crm_00312 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00312\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":191,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00312\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00312\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00312","actor":"rep_31","timestamp":"2026-03-31T03:00:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00312:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":236,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00312\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00312","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00312","actor":"rep_31","timestamp":"2026-03-31T03:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00312:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00312)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00312\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00312\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00313","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-01-24T12:00:00.000Z","closed_at":"2026-01-24T12:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($372k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00313","actor":"rep_11","timestamp":"2026-01-24T12:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00313:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($372k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$372k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00313","actor":"rep_11","timestamp":"2026-01-24T12:11:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00313:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00313\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":179,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00313/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00313\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00313","actor":"rep_11","timestamp":"2026-01-24T12:08:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00313:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00313\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":394,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00313\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00313","actor":"rep_11","timestamp":"2026-01-24T12:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00313:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":272,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00313","actor":"rep_11","timestamp":"2026-01-24T12:28:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00313:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($50k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":175,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00313","actor":"rep_11","timestamp":"2026-01-24T12:55:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00313:05","content":"Salesforce Opportunity #crm_00313 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00313\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":251,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00313\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00313\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00313","actor":"rep_11","timestamp":"2026-01-24T12:42:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00313:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":133,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00313\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00313","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00313","actor":"rep_11","timestamp":"2026-01-24T12:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00313:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00313)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00313\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":113,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00313\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00314","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-02-26T21:36:00.000Z","closed_at":"2026-02-26T22:46:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($218k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00314","actor":"rep_01","timestamp":"2026-02-26T21:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00314:00","content":"Operational trigger received from salesforce for Acme Health Systems ($218k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":193,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$218k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00314","actor":"rep_01","timestamp":"2026-02-26T21:46:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00314:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00314\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":164,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00314/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00314\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00314","actor":"rep_01","timestamp":"2026-02-26T21:42:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00314:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00314\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":218,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00314\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00314","actor":"rep_01","timestamp":"2026-02-26T21:57:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00314:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":118,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00314","actor":"rep_01","timestamp":"2026-02-26T21:52:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00314:04","content":"Drafted executive opportunity summary for Acme Health Systems ($107k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":258,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00314","actor":"rep_01","timestamp":"2026-02-26T22:26:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00314:05","content":"Salesforce Opportunity #crm_00314 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00314\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":215,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00314\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00314\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00314","actor":"rep_01","timestamp":"2026-02-26T22:42:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00314:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":257,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00314\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00314","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00314","actor":"rep_01","timestamp":"2026-02-26T22:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00314:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00314)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00314\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00314\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00315","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-02-13T01:09:00.000Z","closed_at":"2026-02-13T02:12:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($334k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00315","actor":"rep_11","timestamp":"2026-02-13T01:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00315:00","content":"Operational trigger received from salesforce for FinTech Global ($334k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":263,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$334k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00315","actor":"rep_11","timestamp":"2026-02-13T01:13:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00315:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00315\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":202,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00315/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00315\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00315","actor":"rep_11","timestamp":"2026-02-13T01:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00315:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00315\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":273,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00315\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00315","actor":"rep_11","timestamp":"2026-02-13T01:39:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00315:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":159,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00315","actor":"rep_11","timestamp":"2026-02-13T01:45:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00315:04","content":"Drafted executive opportunity summary for FinTech Global ($223k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":164,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00315","actor":"rep_11","timestamp":"2026-02-13T01:34:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00315:05","content":"Salesforce Opportunity #crm_00315 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00315\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":163,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00315\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00315\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00315","actor":"rep_11","timestamp":"2026-02-13T01:51:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00315:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":298,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00315\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00315","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00315","actor":"rep_11","timestamp":"2026-02-13T02:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00315:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00315)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00315\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":97,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00315\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00316","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-02-27T15:38:00.000Z","closed_at":"2026-02-27T16:27:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($79k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00316","actor":"rep_20","timestamp":"2026-02-27T15:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00316:00","content":"Operational trigger received from salesforce for Vertex Cyber ($79k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":142,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$79k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00316","actor":"rep_20","timestamp":"2026-02-27T15:47:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00316:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00316\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":249,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00316/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00316\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00316","actor":"rep_20","timestamp":"2026-02-27T15:54:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00316:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00316\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":385,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00316\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00316","actor":"rep_20","timestamp":"2026-02-27T16:08:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00316:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":159,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00316","actor":"rep_20","timestamp":"2026-02-27T16:22:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00316:04","content":"Drafted executive opportunity summary for Vertex Cyber ($110k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":205,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00316","actor":"rep_20","timestamp":"2026-02-27T16:03:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00316:05","content":"Salesforce Opportunity #crm_00316 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00316\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":128,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00316\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00316\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00316","actor":"rep_20","timestamp":"2026-02-27T15:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00316:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":217,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00316\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00316","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00316","actor":"rep_20","timestamp":"2026-02-27T16:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00316:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00316)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00316\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":238,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00316\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00317","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-02-19T16:42:00.000Z","closed_at":"2026-02-19T17:38:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($173k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00317","actor":"rep_32","timestamp":"2026-02-19T16:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00317:00","content":"Operational trigger received from salesforce for Stripe Technologies ($173k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$173k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00317","actor":"rep_32","timestamp":"2026-02-19T16:50:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00317:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00317\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":302,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00317/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00317\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00317","actor":"rep_32","timestamp":"2026-02-19T17:04:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00317:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00317\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":193,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00317\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00317","actor":"rep_32","timestamp":"2026-02-19T17:15:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00317:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":127,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00317","actor":"rep_32","timestamp":"2026-02-19T17:06:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00317:04","content":"Drafted executive opportunity summary for Stripe Technologies ($75k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":315,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00317","actor":"rep_32","timestamp":"2026-02-19T17:37:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00317:05","content":"Salesforce Opportunity #crm_00317 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00317\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":260,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00317\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00317\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00317","actor":"rep_32","timestamp":"2026-02-19T17:00:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00317:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":127,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00317\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00317","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00317","actor":"rep_32","timestamp":"2026-02-19T17:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00317:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00317)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00317\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":99,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00317\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00318","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-01-04T23:34:00.000Z","closed_at":"2026-01-05T00:09:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($268k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00318","actor":"rep_37","timestamp":"2026-01-04T23:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00318:00","content":"Operational trigger received from salesforce for Stripe Technologies ($268k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":232,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$268k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00318","actor":"rep_37","timestamp":"2026-01-04T23:40:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00318:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00318\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":282,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00318/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00318\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00318","actor":"rep_37","timestamp":"2026-01-04T23:50:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00318:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00318\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":378,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00318\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00318","actor":"rep_37","timestamp":"2026-01-05T00:07:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00318:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":83,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00318","actor":"rep_37","timestamp":"2026-01-04T23:50:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00318:04","content":"Drafted executive opportunity summary for Stripe Technologies ($324k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":200,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00318","actor":"rep_37","timestamp":"2026-01-05T00:14:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00318:05","content":"Salesforce Opportunity #crm_00318 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00318\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":226,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00318\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00318\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00318","actor":"rep_37","timestamp":"2026-01-05T00:16:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00318:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":295,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00318\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00318","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00318","actor":"rep_37","timestamp":"2026-01-05T00:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00318:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00318)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00318\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00318\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00319","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-02-06T06:05:00.000Z","closed_at":"2026-02-06T06:47:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($112k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00319","actor":"rep_14","timestamp":"2026-02-06T06:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00319:00","content":"Operational trigger received from salesforce for Apex Retail Group ($112k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":254,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$112k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00319","actor":"rep_14","timestamp":"2026-02-06T06:15:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00319:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00319\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":146,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00319/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00319\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00319","actor":"rep_14","timestamp":"2026-02-06T06:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00319:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00319\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":302,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00319\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00319","actor":"rep_14","timestamp":"2026-02-06T06:23:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00319:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":223,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00319","actor":"rep_14","timestamp":"2026-02-06T06:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00319:04","content":"Drafted executive opportunity summary for Apex Retail Group ($315k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":187,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00319","actor":"rep_14","timestamp":"2026-02-06T06:20:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00319:05","content":"Salesforce Opportunity #crm_00319 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00319\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":191,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00319\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00319\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00319","actor":"rep_14","timestamp":"2026-02-06T06:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00319:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":192,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00319\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00319","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00319","actor":"rep_14","timestamp":"2026-02-06T06:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00319:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00319)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00319\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":269,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00319\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00320","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-01-06T22:50:00.000Z","closed_at":"2026-01-06T23:11:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($371k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00320","actor":"rep_11","timestamp":"2026-01-06T22:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00320:00","content":"Operational trigger received from salesforce for FinTech Global ($371k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":63,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$371k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00320","actor":"rep_11","timestamp":"2026-01-06T22:59:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00320:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00320\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":359,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00320/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00320\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00320","actor":"rep_11","timestamp":"2026-01-06T23:06:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00320:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00320\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":351,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00320\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00320","actor":"rep_11","timestamp":"2026-01-06T23:05:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00320:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":234,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00320","actor":"rep_11","timestamp":"2026-01-06T23:18:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00320:04","content":"Drafted executive opportunity summary for FinTech Global ($305k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":358,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00320","actor":"rep_11","timestamp":"2026-01-06T23:15:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00320:05","content":"Salesforce Opportunity #crm_00320 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00320\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":298,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00320\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00320\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00320","actor":"rep_11","timestamp":"2026-01-06T23:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00320:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":92,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00320\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00320","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00320","actor":"rep_11","timestamp":"2026-01-06T23:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00320:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00320)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00320\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":258,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00320\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00321","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-01-17T12:23:00.000Z","closed_at":"2026-01-17T13:12:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($233k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00321","actor":"rep_25","timestamp":"2026-01-17T12:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00321:00","content":"Operational trigger received from salesforce for NovaBio Labs ($233k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$233k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00321","actor":"rep_25","timestamp":"2026-01-17T12:33:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00321:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00321\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":206,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00321/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00321\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00321","actor":"rep_25","timestamp":"2026-01-17T12:35:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00321:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00321\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":172,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00321\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00321","actor":"rep_25","timestamp":"2026-01-17T12:53:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00321:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":68,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00321","actor":"rep_25","timestamp":"2026-01-17T12:59:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00321:04","content":"Drafted executive opportunity summary for NovaBio Labs ($164k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":301,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00321","actor":"rep_25","timestamp":"2026-01-17T13:08:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00321:05","content":"Salesforce Opportunity #crm_00321 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00321\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":188,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00321\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00321\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00321","actor":"rep_25","timestamp":"2026-01-17T13:11:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00321:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":208,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00321\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00321","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00321","actor":"rep_25","timestamp":"2026-01-17T13:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00321:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00321)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00321\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":182,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00321\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00322","actor":"rep_14","actor_name":"Rachel Adams","company":"Catalyst Software","opened_at":"2026-02-03T22:33:00.000Z","closed_at":"2026-02-03T23:22:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($338k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00322","actor":"rep_14","timestamp":"2026-02-03T22:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00322:00","content":"Operational trigger received from salesforce for Catalyst Software ($338k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$338k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00322","actor":"rep_14","timestamp":"2026-02-03T22:42:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00322:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00322\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":150,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00322/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00322\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00322","actor":"rep_14","timestamp":"2026-02-03T22:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00322:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00322\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":309,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00322\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00322","actor":"rep_14","timestamp":"2026-02-03T22:45:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00322:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":261,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00322","actor":"rep_14","timestamp":"2026-02-03T22:53:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00322:04","content":"Drafted executive opportunity summary for Catalyst Software ($439k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":300,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00322","actor":"rep_14","timestamp":"2026-02-03T23:13:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00322:05","content":"Salesforce Opportunity #crm_00322 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00322\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":294,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00322\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00322\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00322","actor":"rep_14","timestamp":"2026-02-03T23:39:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00322:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":112,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00322\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00322","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00322","actor":"rep_14","timestamp":"2026-02-03T23:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00322:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00322)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00322\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":263,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00322\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00323","actor":"rep_19","actor_name":"James Wilson","company":"NovaBio Labs","opened_at":"2026-02-27T02:40:00.000Z","closed_at":"2026-02-27T03:50:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($366k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00323","actor":"rep_19","timestamp":"2026-02-27T02:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00323:00","content":"Operational trigger received from salesforce for NovaBio Labs ($366k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":226,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$366k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00323","actor":"rep_19","timestamp":"2026-02-27T02:46:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00323:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00323\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":302,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00323/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00323\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00323","actor":"rep_19","timestamp":"2026-02-27T02:58:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00323:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00323\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":336,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00323\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00323","actor":"rep_19","timestamp":"2026-02-27T02:55:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00323:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":174,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00323","actor":"rep_19","timestamp":"2026-02-27T03:16:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00323:04","content":"Drafted executive opportunity summary for NovaBio Labs ($397k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":325,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00323","actor":"rep_19","timestamp":"2026-02-27T03:00:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00323:05","content":"Salesforce Opportunity #crm_00323 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00323\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":108,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00323\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00323\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00323","actor":"rep_19","timestamp":"2026-02-27T03:46:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00323:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":86,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00323\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00323","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00323","actor":"rep_19","timestamp":"2026-02-27T03:50:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00323:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00323)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00323\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":132,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00323\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00324","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-02-22T10:02:00.000Z","closed_at":"2026-02-22T11:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($53k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00324","actor":"rep_37","timestamp":"2026-02-22T10:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00324:00","content":"Operational trigger received from salesforce for Stripe Technologies ($53k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":225,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$53k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00324","actor":"rep_37","timestamp":"2026-02-22T10:05:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00324:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00324\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":190,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00324/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00324\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00324","actor":"rep_37","timestamp":"2026-02-22T10:12:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00324:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00324\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":282,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00324\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00324","actor":"rep_37","timestamp":"2026-02-22T10:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00324:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":87,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00324","actor":"rep_37","timestamp":"2026-02-22T10:38:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00324:04","content":"Drafted executive opportunity summary for Stripe Technologies ($382k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":327,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00324","actor":"rep_37","timestamp":"2026-02-22T10:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00324:05","content":"Salesforce Opportunity #crm_00324 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00324\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":248,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00324\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00324\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00324","actor":"rep_37","timestamp":"2026-02-22T10:50:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00324:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":161,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00324\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00324","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00324","actor":"rep_37","timestamp":"2026-02-22T11:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00324:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00324)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00324\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":179,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00324\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00325","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-02-02T13:56:00.000Z","closed_at":"2026-02-02T14:45:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($367k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00325","actor":"rep_06","timestamp":"2026-02-02T13:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00325:00","content":"Operational trigger received from salesforce for Stripe Technologies ($367k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":279,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$367k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00325","actor":"rep_06","timestamp":"2026-02-02T14:07:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00325:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00325\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":250,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00325/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00325\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00325","actor":"rep_06","timestamp":"2026-02-02T14:06:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00325:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00325\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":259,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00325\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00325","actor":"rep_06","timestamp":"2026-02-02T14:14:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00325:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":154,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00325","actor":"rep_06","timestamp":"2026-02-02T14:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00325:04","content":"Drafted executive opportunity summary for Stripe Technologies ($123k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":240,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00325","actor":"rep_06","timestamp":"2026-02-02T14:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00325:05","content":"Salesforce Opportunity #crm_00325 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00325\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":135,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00325\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00325\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00325","actor":"rep_06","timestamp":"2026-02-02T14:38:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00325:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":113,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00325\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00325","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00325","actor":"rep_06","timestamp":"2026-02-02T14:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00325:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00325)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00325\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":168,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00325\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00326","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-01-05T14:59:00.000Z","closed_at":"2026-01-05T16:16:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($441k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00326","actor":"rep_32","timestamp":"2026-01-05T14:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00326:00","content":"Operational trigger received from salesforce for Pinnacle Media ($441k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":102,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$441k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00326","actor":"rep_32","timestamp":"2026-01-05T15:10:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00326:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00326\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":281,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00326/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00326\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00326","actor":"rep_32","timestamp":"2026-01-05T15:05:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00326:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00326\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":367,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00326\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00326","actor":"rep_32","timestamp":"2026-01-05T15:11:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00326:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":229,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00326","actor":"rep_32","timestamp":"2026-01-05T15:31:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00326:04","content":"Drafted executive opportunity summary for Pinnacle Media ($175k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":218,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00326","actor":"rep_32","timestamp":"2026-01-05T15:54:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00326:05","content":"Salesforce Opportunity #crm_00326 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00326\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":192,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00326\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00326\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00326","actor":"rep_32","timestamp":"2026-01-05T15:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00326:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":272,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00326\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00326","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00326","actor":"rep_32","timestamp":"2026-01-05T16:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00326:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00326)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00326\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":214,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00326\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00327","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-02-15T12:47:00.000Z","closed_at":"2026-02-15T13:57:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($255k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00327","actor":"rep_20","timestamp":"2026-02-15T12:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00327:00","content":"Operational trigger received from salesforce for Vertex Cyber ($255k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":186,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$255k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00327","actor":"rep_20","timestamp":"2026-02-15T12:51:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00327:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00327\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":266,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00327/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00327\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00327","actor":"rep_20","timestamp":"2026-02-15T13:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00327:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00327\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":306,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00327\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00327","actor":"rep_20","timestamp":"2026-02-15T13:17:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00327:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":182,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00327","actor":"rep_20","timestamp":"2026-02-15T13:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00327:04","content":"Drafted executive opportunity summary for Vertex Cyber ($49k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":145,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00327","actor":"rep_20","timestamp":"2026-02-15T13:37:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00327:05","content":"Salesforce Opportunity #crm_00327 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00327\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":317,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00327\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00327\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00327","actor":"rep_20","timestamp":"2026-02-15T13:05:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00327:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":106,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00327\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00327","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00327","actor":"rep_20","timestamp":"2026-02-15T13:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00327:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00327)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00327\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":137,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00327\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00328","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-01-11T08:51:00.000Z","closed_at":"2026-01-11T09:26:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($311k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00328","actor":"rep_09","timestamp":"2026-01-11T08:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00328:00","content":"Operational trigger received from salesforce for Beacon Energy ($311k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$311k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00328","actor":"rep_09","timestamp":"2026-01-11T08:56:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00328:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00328\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":257,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00328/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00328\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00328","actor":"rep_09","timestamp":"2026-01-11T08:57:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00328:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00328\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":243,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00328\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00328","actor":"rep_09","timestamp":"2026-01-11T09:24:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00328:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":261,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00328","actor":"rep_09","timestamp":"2026-01-11T09:19:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00328:04","content":"Drafted executive opportunity summary for Beacon Energy ($87k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":312,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00328","actor":"rep_09","timestamp":"2026-01-11T09:46:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00328:05","content":"Salesforce Opportunity #crm_00328 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00328\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":263,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00328\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00328\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00328","actor":"rep_09","timestamp":"2026-01-11T09:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00328:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":246,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00328\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00328","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00328","actor":"rep_09","timestamp":"2026-01-11T09:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00328:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00328)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00328\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":144,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00328\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00329","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-01-23T02:36:00.000Z","closed_at":"2026-01-23T02:57:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($460k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00329","actor":"rep_32","timestamp":"2026-01-23T02:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00329:00","content":"Operational trigger received from salesforce for Pinnacle Media ($460k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":182,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$460k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00329","actor":"rep_32","timestamp":"2026-01-23T02:43:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00329:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00329\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":130,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00329/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00329\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00329","actor":"rep_32","timestamp":"2026-01-23T02:50:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00329:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00329\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":353,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00329\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00329","actor":"rep_32","timestamp":"2026-01-23T02:51:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00329:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":141,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00329","actor":"rep_32","timestamp":"2026-01-23T02:48:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00329:04","content":"Drafted executive opportunity summary for Pinnacle Media ($46k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":343,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00329","actor":"rep_32","timestamp":"2026-01-23T02:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00329:05","content":"Salesforce Opportunity #crm_00329 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00329\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":167,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00329\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00329\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00329","actor":"rep_32","timestamp":"2026-01-23T03:00:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00329:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":294,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00329\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00329","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00329","actor":"rep_32","timestamp":"2026-01-23T02:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00329:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00329)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00329\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00329\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00330","actor":"rep_09","actor_name":"Elena Rostova","company":"OmniChannel Inc","opened_at":"2026-03-03T14:39:00.000Z","closed_at":"2026-03-03T15:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($51k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00330","actor":"rep_09","timestamp":"2026-03-03T14:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00330:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($51k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$51k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00330","actor":"rep_09","timestamp":"2026-03-03T14:47:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00330:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00330\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":248,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00330/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00330\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00330","actor":"rep_09","timestamp":"2026-03-03T14:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00330:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00330\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":258,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00330\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00330","actor":"rep_09","timestamp":"2026-03-03T15:09:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00330:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":235,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00330","actor":"rep_09","timestamp":"2026-03-03T14:59:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00330:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($440k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":150,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00330","actor":"rep_09","timestamp":"2026-03-03T15:29:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00330:05","content":"Salesforce Opportunity #crm_00330 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00330\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":143,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00330\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00330\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00330","actor":"rep_09","timestamp":"2026-03-03T14:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00330:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":172,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00330\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00330","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00330","actor":"rep_09","timestamp":"2026-03-03T15:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00330:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00330)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00330\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00330\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00331","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-03-18T04:38:00.000Z","closed_at":"2026-03-18T05:13:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($195k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00331","actor":"rep_11","timestamp":"2026-03-18T04:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00331:00","content":"Operational trigger received from salesforce for FinTech Global ($195k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":153,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$195k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00331","actor":"rep_11","timestamp":"2026-03-18T04:44:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00331:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00331\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":216,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00331/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00331\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00331","actor":"rep_11","timestamp":"2026-03-18T04:46:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00331:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00331\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":351,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00331\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00331","actor":"rep_11","timestamp":"2026-03-18T04:47:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00331:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":85,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00331","actor":"rep_11","timestamp":"2026-03-18T05:06:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00331:04","content":"Drafted executive opportunity summary for FinTech Global ($87k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":324,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00331","actor":"rep_11","timestamp":"2026-03-18T05:18:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00331:05","content":"Salesforce Opportunity #crm_00331 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00331\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":215,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00331\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00331\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00331","actor":"rep_11","timestamp":"2026-03-18T04:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00331:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":247,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00331\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00331","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00331","actor":"rep_11","timestamp":"2026-03-18T05:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00331:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00331)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00331\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":195,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00331\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00332","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-01-04T13:43:00.000Z","closed_at":"2026-01-04T14:46:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($179k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00332","actor":"rep_14","timestamp":"2026-01-04T13:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00332:00","content":"Operational trigger received from salesforce for CloudScale Data ($179k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$179k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00332","actor":"rep_14","timestamp":"2026-01-04T13:50:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00332:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00332\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":210,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00332/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00332\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00332","actor":"rep_14","timestamp":"2026-01-04T13:55:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00332:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00332\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":329,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00332\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00332","actor":"rep_14","timestamp":"2026-01-04T14:04:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00332:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":255,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00332","actor":"rep_14","timestamp":"2026-01-04T14:27:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00332:04","content":"Drafted executive opportunity summary for CloudScale Data ($316k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":218,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00332","actor":"rep_14","timestamp":"2026-01-04T14:03:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00332:05","content":"Salesforce Opportunity #crm_00332 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00332\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":211,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00332\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00332\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00332","actor":"rep_14","timestamp":"2026-01-04T14:25:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00332:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":233,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00332\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00332","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00332","actor":"rep_14","timestamp":"2026-01-04T14:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00332:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00332)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00332\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":189,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00332\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00333","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-03-30T18:50:00.000Z","closed_at":"2026-03-30T19:46:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($181k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00333","actor":"rep_19","timestamp":"2026-03-30T18:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00333:00","content":"Operational trigger received from salesforce for CloudScale Data ($181k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":114,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$181k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00333","actor":"rep_19","timestamp":"2026-03-30T18:57:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00333:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00333\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":189,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00333/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00333\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00333","actor":"rep_19","timestamp":"2026-03-30T18:58:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00333:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00333\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":218,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00333\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00333","actor":"rep_19","timestamp":"2026-03-30T19:14:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00333:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":248,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00333","actor":"rep_19","timestamp":"2026-03-30T19:02:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00333:04","content":"Drafted executive opportunity summary for CloudScale Data ($387k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":328,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00333","actor":"rep_19","timestamp":"2026-03-30T19:40:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00333:05","content":"Salesforce Opportunity #crm_00333 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00333\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":151,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00333\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00333\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00333","actor":"rep_19","timestamp":"2026-03-30T19:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00333:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":255,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00333\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00333","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00333","actor":"rep_19","timestamp":"2026-03-30T19:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00333:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00333)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00333\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":126,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00333\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00334","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-01-25T18:51:00.000Z","closed_at":"2026-01-25T19:54:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($230k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00334","actor":"rep_20","timestamp":"2026-01-25T18:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00334:00","content":"Operational trigger received from salesforce for Vertex Cyber ($230k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":181,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$230k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00334","actor":"rep_20","timestamp":"2026-01-25T18:55:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00334:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00334\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":303,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00334/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00334\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00334","actor":"rep_20","timestamp":"2026-01-25T19:01:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00334:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00334\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":317,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00334\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00334","actor":"rep_20","timestamp":"2026-01-25T19:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00334:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":101,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00334","actor":"rep_20","timestamp":"2026-01-25T19:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00334:04","content":"Drafted executive opportunity summary for Vertex Cyber ($120k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":273,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00334","actor":"rep_20","timestamp":"2026-01-25T19:46:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00334:05","content":"Salesforce Opportunity #crm_00334 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00334\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":159,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00334\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00334\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00334","actor":"rep_20","timestamp":"2026-01-25T19:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00334:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":229,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00334\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00334","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00334","actor":"rep_20","timestamp":"2026-01-25T19:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00334:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00334)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00334\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":58,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00334\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00335","actor":"rep_20","actor_name":"Maya Patel","company":"OmniChannel Inc","opened_at":"2026-02-11T19:07:00.000Z","closed_at":"2026-02-11T19:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($60k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00335","actor":"rep_20","timestamp":"2026-02-11T19:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00335:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($60k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$60k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00335","actor":"rep_20","timestamp":"2026-02-11T19:17:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00335:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00335\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":198,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00335/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00335\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00335","actor":"rep_20","timestamp":"2026-02-11T19:17:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00335:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00335\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":303,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00335\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00335","actor":"rep_20","timestamp":"2026-02-11T19:19:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00335:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":270,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00335","actor":"rep_20","timestamp":"2026-02-11T19:43:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00335:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($45k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":223,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00335","actor":"rep_20","timestamp":"2026-02-11T19:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00335:05","content":"Salesforce Opportunity #crm_00335 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00335\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":320,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00335\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00335\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00335","actor":"rep_20","timestamp":"2026-02-11T20:01:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00335:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":277,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00335\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00335","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00335","actor":"rep_20","timestamp":"2026-02-11T19:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00335:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00335)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00335\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":246,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00335\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00336","actor":"rep_31","actor_name":"Aisha Taylor","company":"Apex Retail Group","opened_at":"2026-03-02T08:23:00.000Z","closed_at":"2026-03-02T09:12:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($131k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00336","actor":"rep_31","timestamp":"2026-03-02T08:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00336:00","content":"Operational trigger received from salesforce for Apex Retail Group ($131k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":91,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$131k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00336","actor":"rep_31","timestamp":"2026-03-02T08:34:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00336:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00336\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":187,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00336/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00336\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00336","actor":"rep_31","timestamp":"2026-03-02T08:39:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00336:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00336\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":252,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00336\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00336","actor":"rep_31","timestamp":"2026-03-02T08:56:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00336:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":105,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00336","actor":"rep_31","timestamp":"2026-03-02T08:35:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00336:04","content":"Drafted executive opportunity summary for Apex Retail Group ($76k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":314,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00336","actor":"rep_31","timestamp":"2026-03-02T09:13:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00336:05","content":"Salesforce Opportunity #crm_00336 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00336\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":232,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00336\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00336\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00336","actor":"rep_31","timestamp":"2026-03-02T09:05:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00336:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":178,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00336\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00336","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00336","actor":"rep_31","timestamp":"2026-03-02T09:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00336:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00336)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00336\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":191,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00336\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00337","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-01-23T13:16:00.000Z","closed_at":"2026-01-23T13:51:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($226k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00337","actor":"rep_32","timestamp":"2026-01-23T13:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00337:00","content":"Operational trigger received from salesforce for Vertex Cyber ($226k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00337","actor":"rep_32","timestamp":"2026-01-23T13:21:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00337:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00337\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":257,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00337/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00337\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00337","actor":"rep_32","timestamp":"2026-01-23T13:36:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00337:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00337\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":184,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00337\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00337","actor":"rep_32","timestamp":"2026-01-23T13:46:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00337:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":76,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00337","actor":"rep_32","timestamp":"2026-01-23T13:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00337:04","content":"Drafted executive opportunity summary for Vertex Cyber ($250k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":190,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00337","actor":"rep_32","timestamp":"2026-01-23T13:41:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00337:05","content":"Salesforce Opportunity #crm_00337 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00337\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":299,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00337\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00337\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00337","actor":"rep_32","timestamp":"2026-01-23T13:46:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00337:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":170,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00337\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00337","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00337","actor":"rep_32","timestamp":"2026-01-23T13:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00337:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00337)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00337\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00337\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00338","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-03-11T23:25:00.000Z","closed_at":"2026-03-12T00:14:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($71k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00338","actor":"rep_25","timestamp":"2026-03-11T23:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00338:00","content":"Operational trigger received from salesforce for Pinnacle Media ($71k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":162,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$71k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00338","actor":"rep_25","timestamp":"2026-03-11T23:31:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00338:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00338\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":302,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00338/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00338\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00338","actor":"rep_25","timestamp":"2026-03-11T23:41:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00338:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00338\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":352,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00338\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00338","actor":"rep_25","timestamp":"2026-03-11T23:46:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00338:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":111,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00338","actor":"rep_25","timestamp":"2026-03-11T23:41:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00338:04","content":"Drafted executive opportunity summary for Pinnacle Media ($312k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":216,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00338","actor":"rep_25","timestamp":"2026-03-12T00:05:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00338:05","content":"Salesforce Opportunity #crm_00338 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00338\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":105,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00338\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00338\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00338","actor":"rep_25","timestamp":"2026-03-12T00:13:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00338:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":131,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00338\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00338","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00338","actor":"rep_25","timestamp":"2026-03-12T00:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00338:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00338)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00338\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":232,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00338\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00339","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-01-26T20:02:00.000Z","closed_at":"2026-01-26T20:51:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($243k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00339","actor":"rep_37","timestamp":"2026-01-26T20:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00339:00","content":"Operational trigger received from salesforce for Beacon Energy ($243k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$243k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00339","actor":"rep_37","timestamp":"2026-01-26T20:08:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00339:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00339\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":275,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00339/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00339\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00339","actor":"rep_37","timestamp":"2026-01-26T20:22:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00339:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00339\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":344,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00339\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00339","actor":"rep_37","timestamp":"2026-01-26T20:17:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00339:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":122,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00339","actor":"rep_37","timestamp":"2026-01-26T20:26:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00339:04","content":"Drafted executive opportunity summary for Beacon Energy ($274k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":270,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00339","actor":"rep_37","timestamp":"2026-01-26T20:22:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00339:05","content":"Salesforce Opportunity #crm_00339 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00339\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":286,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00339\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00339\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00339","actor":"rep_37","timestamp":"2026-01-26T20:50:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00339:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":295,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00339\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00339","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00339","actor":"rep_37","timestamp":"2026-01-26T20:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00339:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00339)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00339\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":145,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00339\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00340","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-02-10T12:46:00.000Z","closed_at":"2026-02-10T13:49:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($133k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00340","actor":"rep_06","timestamp":"2026-02-10T12:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00340:00","content":"Operational trigger received from salesforce for NovaBio Labs ($133k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$133k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00340","actor":"rep_06","timestamp":"2026-02-10T12:51:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00340:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00340\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":277,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00340/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00340\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00340","actor":"rep_06","timestamp":"2026-02-10T12:54:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00340:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00340\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":219,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00340\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00340","actor":"rep_06","timestamp":"2026-02-10T12:55:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00340:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":82,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00340","actor":"rep_06","timestamp":"2026-02-10T13:14:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00340:04","content":"Drafted executive opportunity summary for NovaBio Labs ($156k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":339,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00340","actor":"rep_06","timestamp":"2026-02-10T13:31:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00340:05","content":"Salesforce Opportunity #crm_00340 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00340\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":337,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00340\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00340\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00340","actor":"rep_06","timestamp":"2026-02-10T13:22:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00340:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":308,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00340\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00340","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00340","actor":"rep_06","timestamp":"2026-02-10T13:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00340:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00340)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00340\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":217,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00340\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00341","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-01-11T02:30:00.000Z","closed_at":"2026-01-11T03:40:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($330k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00341","actor":"rep_11","timestamp":"2026-01-11T02:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00341:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($330k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$330k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00341","actor":"rep_11","timestamp":"2026-01-11T02:37:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00341:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00341\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":298,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00341/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00341\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00341","actor":"rep_11","timestamp":"2026-01-11T02:46:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00341:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00341\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":298,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00341\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00341","actor":"rep_11","timestamp":"2026-01-11T03:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00341:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":197,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00341","actor":"rep_11","timestamp":"2026-01-11T03:02:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00341:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($247k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":349,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00341","actor":"rep_11","timestamp":"2026-01-11T03:25:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00341:05","content":"Salesforce Opportunity #crm_00341 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00341\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":328,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00341\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00341\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00341","actor":"rep_11","timestamp":"2026-01-11T02:54:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00341:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":117,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00341\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00341","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00341","actor":"rep_11","timestamp":"2026-01-11T03:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00341:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00341)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00341\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":270,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00341\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00342","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-02-10T06:33:00.000Z","closed_at":"2026-02-10T07:01:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($345k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00342","actor":"rep_20","timestamp":"2026-02-10T06:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00342:00","content":"Operational trigger received from salesforce for Sentinel Networks ($345k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":136,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$345k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00342","actor":"rep_20","timestamp":"2026-02-10T06:38:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00342:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00342\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":308,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00342/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00342\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00342","actor":"rep_20","timestamp":"2026-02-10T06:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00342:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00342\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":225,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00342\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00342","actor":"rep_20","timestamp":"2026-02-10T06:57:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00342:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":98,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00342","actor":"rep_20","timestamp":"2026-02-10T06:45:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00342:04","content":"Drafted executive opportunity summary for Sentinel Networks ($57k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":188,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00342","actor":"rep_20","timestamp":"2026-02-10T07:08:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00342:05","content":"Salesforce Opportunity #crm_00342 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00342\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":286,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00342\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00342\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00342","actor":"rep_20","timestamp":"2026-02-10T07:21:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00342:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":187,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00342\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00342","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00342","actor":"rep_20","timestamp":"2026-02-10T07:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00342:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00342)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00342\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":220,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00342\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00343","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-01-19T13:23:00.000Z","closed_at":"2026-01-19T13:44:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($234k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00343","actor":"rep_09","timestamp":"2026-01-19T13:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00343:00","content":"Operational trigger received from salesforce for Sentinel Networks ($234k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":85,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$234k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00343","actor":"rep_09","timestamp":"2026-01-19T13:28:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00343:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00343\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":314,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00343/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00343\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00343","actor":"rep_09","timestamp":"2026-01-19T13:37:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00343:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00343\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":352,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00343\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00343","actor":"rep_09","timestamp":"2026-01-19T13:53:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00343:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":255,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00343","actor":"rep_09","timestamp":"2026-01-19T13:43:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00343:04","content":"Drafted executive opportunity summary for Sentinel Networks ($431k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":259,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00343","actor":"rep_09","timestamp":"2026-01-19T13:38:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00343:05","content":"Salesforce Opportunity #crm_00343 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00343\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":144,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00343\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00343\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00343","actor":"rep_09","timestamp":"2026-01-19T14:29:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00343:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":244,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00343\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00343","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00343","actor":"rep_09","timestamp":"2026-01-19T13:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00343:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00343)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00343\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":122,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00343\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00344","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-03-20T05:09:00.000Z","closed_at":"2026-03-20T06:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($409k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00344","actor":"rep_09","timestamp":"2026-03-20T05:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00344:00","content":"Operational trigger received from salesforce for NovaBio Labs ($409k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":194,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$409k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00344","actor":"rep_09","timestamp":"2026-03-20T05:17:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00344:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00344\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":289,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00344/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00344\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00344","actor":"rep_09","timestamp":"2026-03-20T05:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00344:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00344\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":250,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00344\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00344","actor":"rep_09","timestamp":"2026-03-20T05:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00344:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":239,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00344","actor":"rep_09","timestamp":"2026-03-20T05:53:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00344:04","content":"Drafted executive opportunity summary for NovaBio Labs ($290k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":200,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00344","actor":"rep_09","timestamp":"2026-03-20T05:59:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00344:05","content":"Salesforce Opportunity #crm_00344 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00344\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":228,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00344\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00344\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00344","actor":"rep_09","timestamp":"2026-03-20T06:09:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00344:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":215,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00344\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00344","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00344","actor":"rep_09","timestamp":"2026-03-20T06:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00344:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00344)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00344\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":159,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00344\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00345","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-01-03T10:40:00.000Z","closed_at":"2026-01-03T11:08:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($157k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00345","actor":"rep_19","timestamp":"2026-01-03T10:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00345:00","content":"Operational trigger received from salesforce for CloudScale Data ($157k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":128,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$157k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00345","actor":"rep_19","timestamp":"2026-01-03T10:50:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00345:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00345\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":221,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00345/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00345\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00345","actor":"rep_19","timestamp":"2026-01-03T10:52:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00345:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00345\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":178,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00345\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00345","actor":"rep_19","timestamp":"2026-01-03T10:55:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00345:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":265,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00345","actor":"rep_19","timestamp":"2026-01-03T11:08:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00345:04","content":"Drafted executive opportunity summary for CloudScale Data ($182k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":365,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00345","actor":"rep_19","timestamp":"2026-01-03T10:55:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00345:05","content":"Salesforce Opportunity #crm_00345 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00345\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":126,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00345\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00345\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00345","actor":"rep_19","timestamp":"2026-01-03T11:34:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00345:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":322,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00345\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00345","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00345","actor":"rep_19","timestamp":"2026-01-03T11:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00345:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00345)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00345\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":116,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00345\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00346","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-02-03T20:26:00.000Z","closed_at":"2026-02-03T21:36:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($254k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00346","actor":"rep_31","timestamp":"2026-02-03T20:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00346:00","content":"Operational trigger received from salesforce for Pinnacle Media ($254k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":105,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$254k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00346","actor":"rep_31","timestamp":"2026-02-03T20:31:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00346:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00346\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":197,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00346/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00346\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00346","actor":"rep_31","timestamp":"2026-02-03T20:38:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00346:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00346\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":217,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00346\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00346","actor":"rep_31","timestamp":"2026-02-03T20:56:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00346:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":220,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00346","actor":"rep_31","timestamp":"2026-02-03T20:58:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00346:04","content":"Drafted executive opportunity summary for Pinnacle Media ($189k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":185,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00346","actor":"rep_31","timestamp":"2026-02-03T21:21:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00346:05","content":"Salesforce Opportunity #crm_00346 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00346\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":255,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00346\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00346\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00346","actor":"rep_31","timestamp":"2026-02-03T20:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00346:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":101,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00346\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00346","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00346","actor":"rep_31","timestamp":"2026-02-03T21:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00346:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00346)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00346\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00346\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00347","actor":"rep_32","actor_name":"Liam O'Connor","company":"Beacon Energy","opened_at":"2026-02-13T06:39:00.000Z","closed_at":"2026-02-13T07:28:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($323k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00347","actor":"rep_32","timestamp":"2026-02-13T06:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00347:00","content":"Operational trigger received from salesforce for Beacon Energy ($323k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$323k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00347","actor":"rep_32","timestamp":"2026-02-13T06:50:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00347:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00347\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":259,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00347/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00347\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00347","actor":"rep_32","timestamp":"2026-02-13T06:45:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00347:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00347\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":280,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00347\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00347","actor":"rep_32","timestamp":"2026-02-13T07:06:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00347:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":172,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00347","actor":"rep_32","timestamp":"2026-02-13T07:15:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00347:04","content":"Drafted executive opportunity summary for Beacon Energy ($210k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":283,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00347","actor":"rep_32","timestamp":"2026-02-13T07:14:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00347:05","content":"Salesforce Opportunity #crm_00347 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00347\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":325,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00347\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00347\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00347","actor":"rep_32","timestamp":"2026-02-13T07:09:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00347:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":155,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00347\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00347","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00347","actor":"rep_32","timestamp":"2026-02-13T07:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00347:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00347)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00347\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":89,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00347\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00348","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-02-01T12:44:00.000Z","closed_at":"2026-02-01T14:01:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($188k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00348","actor":"rep_37","timestamp":"2026-02-01T12:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00348:00","content":"Operational trigger received from salesforce for Meridian Logistics ($188k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$188k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00348","actor":"rep_37","timestamp":"2026-02-01T12:51:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00348:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00348\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":215,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00348/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00348\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00348","actor":"rep_37","timestamp":"2026-02-01T12:54:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00348:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00348\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":280,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00348\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00348","actor":"rep_37","timestamp":"2026-02-01T13:14:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00348:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":200,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00348","actor":"rep_37","timestamp":"2026-02-01T13:00:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00348:04","content":"Drafted executive opportunity summary for Meridian Logistics ($89k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":309,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00348","actor":"rep_37","timestamp":"2026-02-01T13:24:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00348:05","content":"Salesforce Opportunity #crm_00348 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00348\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":175,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00348\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00348\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00348","actor":"rep_37","timestamp":"2026-02-01T13:38:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00348:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":95,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00348\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00348","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00348","actor":"rep_37","timestamp":"2026-02-01T14:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00348:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00348)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00348\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00348\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00349","actor":"rep_01","actor_name":"Sarah Chen","company":"OmniChannel Inc","opened_at":"2026-02-16T13:47:00.000Z","closed_at":"2026-02-16T14:43:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($182k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00349","actor":"rep_01","timestamp":"2026-02-16T13:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00349:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($182k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$182k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00349","actor":"rep_01","timestamp":"2026-02-16T13:56:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00349:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00349\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":193,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00349/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00349\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00349","actor":"rep_01","timestamp":"2026-02-16T13:53:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00349:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00349\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":328,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00349\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00349","actor":"rep_01","timestamp":"2026-02-16T14:08:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00349:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":216,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00349","actor":"rep_01","timestamp":"2026-02-16T14:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00349:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($253k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":322,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00349","actor":"rep_01","timestamp":"2026-02-16T14:32:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00349:05","content":"Salesforce Opportunity #crm_00349 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00349\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":261,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00349\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00349\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00349","actor":"rep_01","timestamp":"2026-02-16T14:11:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00349:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":191,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00349\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00349","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00349","actor":"rep_01","timestamp":"2026-02-16T14:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00349:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00349)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00349\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":240,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00349\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00350","actor":"rep_06","actor_name":"Marcus Vance","company":"Vanguard Financial","opened_at":"2026-01-06T08:40:00.000Z","closed_at":"2026-01-06T09:08:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($60k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00350","actor":"rep_06","timestamp":"2026-01-06T08:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00350:00","content":"Operational trigger received from salesforce for Vanguard Financial ($60k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$60k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00350","actor":"rep_06","timestamp":"2026-01-06T08:48:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00350:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00350\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":125,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00350/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00350\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00350","actor":"rep_06","timestamp":"2026-01-06T08:54:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00350:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00350\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":347,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00350\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00350","actor":"rep_06","timestamp":"2026-01-06T08:55:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00350:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":217,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00350","actor":"rep_06","timestamp":"2026-01-06T09:12:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00350:04","content":"Drafted executive opportunity summary for Vanguard Financial ($185k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":173,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00350","actor":"rep_06","timestamp":"2026-01-06T09:10:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00350:05","content":"Salesforce Opportunity #crm_00350 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00350\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":124,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00350\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00350\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00350","actor":"rep_06","timestamp":"2026-01-06T09:22:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00350:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":272,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00350\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00350","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00350","actor":"rep_06","timestamp":"2026-01-06T09:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00350:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00350)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00350\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":267,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00350\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00351","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-03-07T01:17:00.000Z","closed_at":"2026-03-07T01:45:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($346k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00351","actor":"rep_11","timestamp":"2026-03-07T01:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00351:00","content":"Operational trigger received from salesforce for Meridian Logistics ($346k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":238,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$346k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00351","actor":"rep_11","timestamp":"2026-03-07T01:28:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00351:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00351\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":308,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00351/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00351\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00351","actor":"rep_11","timestamp":"2026-03-07T01:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00351:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00351\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":267,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00351\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00351","actor":"rep_11","timestamp":"2026-03-07T01:26:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00351:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":183,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00351","actor":"rep_11","timestamp":"2026-03-07T01:29:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00351:04","content":"Drafted executive opportunity summary for Meridian Logistics ($220k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":332,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00351","actor":"rep_11","timestamp":"2026-03-07T01:37:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00351:05","content":"Salesforce Opportunity #crm_00351 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00351\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":158,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00351\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00351\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00351","actor":"rep_11","timestamp":"2026-03-07T01:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00351:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":165,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00351\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00351","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00351","actor":"rep_11","timestamp":"2026-03-07T01:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00351:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00351)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00351\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":144,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00351\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00352","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-03-04T13:37:00.000Z","closed_at":"2026-03-04T14:40:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($138k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00352","actor":"rep_01","timestamp":"2026-03-04T13:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00352:00","content":"Operational trigger received from salesforce for Vanguard Financial ($138k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":82,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$138k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00352","actor":"rep_01","timestamp":"2026-03-04T13:44:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00352:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00352\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":144,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00352/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00352\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00352","actor":"rep_01","timestamp":"2026-03-04T13:51:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00352:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00352\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":265,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00352\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00352","actor":"rep_01","timestamp":"2026-03-04T13:58:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00352:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":199,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00352","actor":"rep_01","timestamp":"2026-03-04T13:57:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00352:04","content":"Drafted executive opportunity summary for Vanguard Financial ($228k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":355,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00352","actor":"rep_01","timestamp":"2026-03-04T13:57:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00352:05","content":"Salesforce Opportunity #crm_00352 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00352\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":271,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00352\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00352\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00352","actor":"rep_01","timestamp":"2026-03-04T14:01:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00352:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":145,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00352\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00352","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00352","actor":"rep_01","timestamp":"2026-03-04T14:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00352:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00352)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00352\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00352\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00353","actor":"rep_20","actor_name":"Maya Patel","company":"Vanguard Financial","opened_at":"2026-03-08T06:04:00.000Z","closed_at":"2026-03-08T06:53:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($278k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00353","actor":"rep_20","timestamp":"2026-03-08T06:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00353:00","content":"Operational trigger received from salesforce for Vanguard Financial ($278k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$278k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00353","actor":"rep_20","timestamp":"2026-03-08T06:13:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00353:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00353\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":280,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00353/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00353\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00353","actor":"rep_20","timestamp":"2026-03-08T06:12:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00353:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00353\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":329,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00353\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00353","actor":"rep_20","timestamp":"2026-03-08T06:31:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00353:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":76,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00353","actor":"rep_20","timestamp":"2026-03-08T06:28:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00353:04","content":"Drafted executive opportunity summary for Vanguard Financial ($183k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":367,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00353","actor":"rep_20","timestamp":"2026-03-08T06:34:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00353:05","content":"Salesforce Opportunity #crm_00353 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00353\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":253,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00353\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00353\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00353","actor":"rep_20","timestamp":"2026-03-08T06:58:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00353:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":188,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00353\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00353","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00353","actor":"rep_20","timestamp":"2026-03-08T06:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00353:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00353)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00353\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":215,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00353\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00354","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-01-30T03:03:00.000Z","closed_at":"2026-01-30T03:45:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($390k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00354","actor":"rep_32","timestamp":"2026-01-30T03:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00354:00","content":"Operational trigger received from salesforce for Stripe Technologies ($390k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":226,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$390k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00354","actor":"rep_32","timestamp":"2026-01-30T03:13:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00354:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00354\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":203,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00354/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00354\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00354","actor":"rep_32","timestamp":"2026-01-30T03:13:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00354:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00354\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":261,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00354\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00354","actor":"rep_32","timestamp":"2026-01-30T03:15:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00354:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":93,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00354","actor":"rep_32","timestamp":"2026-01-30T03:47:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00354:04","content":"Drafted executive opportunity summary for Stripe Technologies ($319k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":241,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00354","actor":"rep_32","timestamp":"2026-01-30T03:28:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00354:05","content":"Salesforce Opportunity #crm_00354 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00354\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":152,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00354\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00354\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00354","actor":"rep_32","timestamp":"2026-01-30T03:51:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00354:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":160,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00354\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00354","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00354","actor":"rep_32","timestamp":"2026-01-30T03:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00354:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00354)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00354\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":177,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00354\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00355","actor":"rep_14","actor_name":"Rachel Adams","company":"OmniChannel Inc","opened_at":"2026-03-30T04:20:00.000Z","closed_at":"2026-03-30T05:37:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($53k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00355","actor":"rep_14","timestamp":"2026-03-30T04:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00355:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($53k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":117,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$53k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00355","actor":"rep_14","timestamp":"2026-03-30T04:30:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00355:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00355\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":141,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00355/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00355\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00355","actor":"rep_14","timestamp":"2026-03-30T04:40:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00355:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00355\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":362,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00355\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00355","actor":"rep_14","timestamp":"2026-03-30T04:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00355:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":45,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00355","actor":"rep_14","timestamp":"2026-03-30T04:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00355:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($286k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":205,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00355","actor":"rep_14","timestamp":"2026-03-30T05:00:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00355:05","content":"Salesforce Opportunity #crm_00355 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00355\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":210,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00355\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00355\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00355","actor":"rep_14","timestamp":"2026-03-30T04:38:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00355:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":219,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00355\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00355","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00355","actor":"rep_14","timestamp":"2026-03-30T05:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00355:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00355)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00355\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00355\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00356","actor":"rep_37","actor_name":"Sophia Zhang","company":"Sentinel Networks","opened_at":"2026-01-10T03:31:00.000Z","closed_at":"2026-01-10T04:48:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($98k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00356","actor":"rep_37","timestamp":"2026-01-10T03:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00356:00","content":"Operational trigger received from salesforce for Sentinel Networks ($98k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":216,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$98k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00356","actor":"rep_37","timestamp":"2026-01-10T03:39:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00356:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00356\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":136,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00356/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00356\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00356","actor":"rep_37","timestamp":"2026-01-10T03:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00356:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00356\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":257,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00356\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00356","actor":"rep_37","timestamp":"2026-01-10T04:04:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00356:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":140,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00356","actor":"rep_37","timestamp":"2026-01-10T04:03:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00356:04","content":"Drafted executive opportunity summary for Sentinel Networks ($164k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":258,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00356","actor":"rep_37","timestamp":"2026-01-10T04:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00356:05","content":"Salesforce Opportunity #crm_00356 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00356\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":275,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00356\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00356\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00356","actor":"rep_37","timestamp":"2026-01-10T04:31:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00356:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":190,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00356\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00356","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00356","actor":"rep_37","timestamp":"2026-01-10T04:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00356:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00356)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00356\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":242,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00356\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00357","actor":"rep_31","actor_name":"Aisha Taylor","company":"Apex Retail Group","opened_at":"2026-03-07T01:11:00.000Z","closed_at":"2026-03-07T01:53:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($456k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00357","actor":"rep_31","timestamp":"2026-03-07T01:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00357:00","content":"Operational trigger received from salesforce for Apex Retail Group ($456k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":109,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$456k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00357","actor":"rep_31","timestamp":"2026-03-07T01:18:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00357:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00357\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":214,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00357/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00357\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00357","actor":"rep_31","timestamp":"2026-03-07T01:21:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00357:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00357\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":245,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00357\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00357","actor":"rep_31","timestamp":"2026-03-07T01:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00357:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":236,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00357","actor":"rep_31","timestamp":"2026-03-07T01:47:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00357:04","content":"Drafted executive opportunity summary for Apex Retail Group ($80k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":371,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00357","actor":"rep_31","timestamp":"2026-03-07T01:31:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00357:05","content":"Salesforce Opportunity #crm_00357 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00357\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":190,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00357\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00357\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00357","actor":"rep_31","timestamp":"2026-03-07T01:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00357:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":114,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00357\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00357","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00357","actor":"rep_31","timestamp":"2026-03-07T01:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00357:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00357)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00357\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":192,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00357\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00358","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-03-11T04:42:00.000Z","closed_at":"2026-03-11T05:59:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($380k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00358","actor":"rep_14","timestamp":"2026-03-11T04:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00358:00","content":"Operational trigger received from salesforce for FinTech Global ($380k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":114,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$380k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00358","actor":"rep_14","timestamp":"2026-03-11T04:45:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00358:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00358\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":179,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00358/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00358\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00358","actor":"rep_14","timestamp":"2026-03-11T05:00:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00358:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00358\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":246,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00358\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00358","actor":"rep_14","timestamp":"2026-03-11T04:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00358:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":151,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00358","actor":"rep_14","timestamp":"2026-03-11T05:14:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00358:04","content":"Drafted executive opportunity summary for FinTech Global ($183k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":272,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00358","actor":"rep_14","timestamp":"2026-03-11T05:22:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00358:05","content":"Salesforce Opportunity #crm_00358 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00358\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":311,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00358\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00358\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00358","actor":"rep_14","timestamp":"2026-03-11T05:42:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00358:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":91,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00358\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00358","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00358","actor":"rep_14","timestamp":"2026-03-11T05:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00358:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00358)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00358\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":202,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00358\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00359","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-01-20T00:45:00.000Z","closed_at":"2026-01-20T01:55:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($396k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00359","actor":"rep_14","timestamp":"2026-01-20T00:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00359:00","content":"Operational trigger received from salesforce for FinTech Global ($396k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":115,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$396k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00359","actor":"rep_14","timestamp":"2026-01-20T00:52:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00359:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00359\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":260,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00359/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00359\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00359","actor":"rep_14","timestamp":"2026-01-20T01:07:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00359:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00359\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":275,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00359\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00359","actor":"rep_14","timestamp":"2026-01-20T01:18:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00359:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":156,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00359","actor":"rep_14","timestamp":"2026-01-20T01:09:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00359:04","content":"Drafted executive opportunity summary for FinTech Global ($72k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":379,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00359","actor":"rep_14","timestamp":"2026-01-20T01:00:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00359:05","content":"Salesforce Opportunity #crm_00359 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00359\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":198,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00359\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00359\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00359","actor":"rep_14","timestamp":"2026-01-20T01:21:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00359:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":247,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00359\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00359","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00359","actor":"rep_14","timestamp":"2026-01-20T01:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00359:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00359)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00359\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":219,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00359\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00360","actor":"rep_09","actor_name":"Elena Rostova","company":"Vertex Cyber","opened_at":"2026-03-02T17:55:00.000Z","closed_at":"2026-03-02T18:30:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($400k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00360","actor":"rep_09","timestamp":"2026-03-02T17:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00360:00","content":"Operational trigger received from salesforce for Vertex Cyber ($400k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":145,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$400k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00360","actor":"rep_09","timestamp":"2026-03-02T17:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00360:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00360\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":335,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00360/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00360\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00360","actor":"rep_09","timestamp":"2026-03-02T18:05:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00360:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00360\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":403,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00360\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00360","actor":"rep_09","timestamp":"2026-03-02T18:19:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00360:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":137,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00360","actor":"rep_09","timestamp":"2026-03-02T18:35:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00360:04","content":"Drafted executive opportunity summary for Vertex Cyber ($267k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":197,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00360","actor":"rep_09","timestamp":"2026-03-02T18:30:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00360:05","content":"Salesforce Opportunity #crm_00360 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00360\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":151,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00360\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00360\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00360","actor":"rep_09","timestamp":"2026-03-02T18:19:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00360:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":100,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00360\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00360","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00360","actor":"rep_09","timestamp":"2026-03-02T18:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00360:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00360)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00360\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00360\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00361","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-03-12T11:52:00.000Z","closed_at":"2026-03-12T12:13:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($251k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00361","actor":"rep_09","timestamp":"2026-03-12T11:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00361:00","content":"Operational trigger received from salesforce for Beacon Energy ($251k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":189,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$251k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00361","actor":"rep_09","timestamp":"2026-03-12T12:03:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00361:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00361\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":213,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00361/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00361\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00361","actor":"rep_09","timestamp":"2026-03-12T12:08:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00361:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00361\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":172,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00361\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00361","actor":"rep_09","timestamp":"2026-03-12T12:16:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00361:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":63,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00361","actor":"rep_09","timestamp":"2026-03-12T12:32:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00361:04","content":"Drafted executive opportunity summary for Beacon Energy ($359k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":342,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00361","actor":"rep_09","timestamp":"2026-03-12T12:42:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00361:05","content":"Salesforce Opportunity #crm_00361 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00361\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":107,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00361\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00361\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00361","actor":"rep_09","timestamp":"2026-03-12T12:58:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00361:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":142,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00361\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00361","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00361","actor":"rep_09","timestamp":"2026-03-12T12:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00361:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00361)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00361\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":158,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00361\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00362","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-01-03T03:35:00.000Z","closed_at":"2026-01-03T04:17:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($336k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00362","actor":"rep_09","timestamp":"2026-01-03T03:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00362:00","content":"Operational trigger received from salesforce for Pinnacle Media ($336k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":144,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$336k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00362","actor":"rep_09","timestamp":"2026-01-03T03:41:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00362:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00362\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":199,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00362/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00362\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00362","actor":"rep_09","timestamp":"2026-01-03T03:57:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00362:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00362\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":391,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00362\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00362","actor":"rep_09","timestamp":"2026-01-03T03:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00362:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":95,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00362","actor":"rep_09","timestamp":"2026-01-03T03:47:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00362:04","content":"Drafted executive opportunity summary for Pinnacle Media ($324k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":261,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00362","actor":"rep_09","timestamp":"2026-01-03T04:00:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00362:05","content":"Salesforce Opportunity #crm_00362 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00362\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":325,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00362\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00362\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00362","actor":"rep_09","timestamp":"2026-01-03T04:41:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00362:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":111,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00362\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00362","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00362","actor":"rep_09","timestamp":"2026-01-03T04:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00362:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00362)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00362\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":113,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00362\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00363","actor":"rep_06","actor_name":"Marcus Vance","company":"FinTech Global","opened_at":"2026-01-04T07:16:00.000Z","closed_at":"2026-01-04T08:05:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($182k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00363","actor":"rep_06","timestamp":"2026-01-04T07:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00363:00","content":"Operational trigger received from salesforce for FinTech Global ($182k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":217,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$182k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00363","actor":"rep_06","timestamp":"2026-01-04T07:19:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00363:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00363\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":340,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00363/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00363\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00363","actor":"rep_06","timestamp":"2026-01-04T07:28:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00363:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00363\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":171,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00363\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00363","actor":"rep_06","timestamp":"2026-01-04T07:28:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00363:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":217,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00363","actor":"rep_06","timestamp":"2026-01-04T07:44:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00363:04","content":"Drafted executive opportunity summary for FinTech Global ($431k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":184,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00363","actor":"rep_06","timestamp":"2026-01-04T07:46:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00363:05","content":"Salesforce Opportunity #crm_00363 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00363\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":335,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00363\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00363\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00363","actor":"rep_06","timestamp":"2026-01-04T07:46:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00363:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":265,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00363\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00363","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00363","actor":"rep_06","timestamp":"2026-01-04T08:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00363:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00363)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00363\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":197,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00363\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00364","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-03-25T08:18:00.000Z","closed_at":"2026-03-25T09:28:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($72k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00364","actor":"rep_11","timestamp":"2026-03-25T08:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00364:00","content":"Operational trigger received from salesforce for Acme Health Systems ($72k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$72k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00364","actor":"rep_11","timestamp":"2026-03-25T08:25:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00364:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00364\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":358,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00364/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00364\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00364","actor":"rep_11","timestamp":"2026-03-25T08:38:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00364:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00364\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":395,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00364\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00364","actor":"rep_11","timestamp":"2026-03-25T08:39:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00364:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":142,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00364","actor":"rep_11","timestamp":"2026-03-25T08:46:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00364:04","content":"Drafted executive opportunity summary for Acme Health Systems ($335k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":258,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00364","actor":"rep_11","timestamp":"2026-03-25T09:03:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00364:05","content":"Salesforce Opportunity #crm_00364 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00364\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":203,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00364\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00364\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00364","actor":"rep_11","timestamp":"2026-03-25T08:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00364:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":146,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00364\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00364","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00364","actor":"rep_11","timestamp":"2026-03-25T09:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00364:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00364)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00364\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":140,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00364\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00365","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-02-16T12:35:00.000Z","closed_at":"2026-02-16T13:17:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($146k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00365","actor":"rep_09","timestamp":"2026-02-16T12:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00365:00","content":"Operational trigger received from salesforce for Pinnacle Media ($146k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":161,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$146k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00365","actor":"rep_09","timestamp":"2026-02-16T12:42:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00365:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00365\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":276,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00365/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00365\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00365","actor":"rep_09","timestamp":"2026-02-16T12:55:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00365:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00365\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":354,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00365\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00365","actor":"rep_09","timestamp":"2026-02-16T13:08:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00365:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":63,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00365","actor":"rep_09","timestamp":"2026-02-16T13:11:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00365:04","content":"Drafted executive opportunity summary for Pinnacle Media ($219k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":257,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00365","actor":"rep_09","timestamp":"2026-02-16T13:00:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00365:05","content":"Salesforce Opportunity #crm_00365 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00365\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":290,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00365\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00365\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00365","actor":"rep_09","timestamp":"2026-02-16T13:05:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00365:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":274,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00365\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00365","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00365","actor":"rep_09","timestamp":"2026-02-16T13:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00365:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00365)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00365\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":142,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00365\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00366","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-01-30T15:59:00.000Z","closed_at":"2026-01-30T16:55:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($151k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00366","actor":"rep_11","timestamp":"2026-01-30T15:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00366:00","content":"Operational trigger received from salesforce for CloudScale Data ($151k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":159,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$151k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00366","actor":"rep_11","timestamp":"2026-01-30T16:02:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00366:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00366\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":281,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00366/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00366\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00366","actor":"rep_11","timestamp":"2026-01-30T16:09:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00366:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00366\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":342,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00366\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00366","actor":"rep_11","timestamp":"2026-01-30T16:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00366:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":149,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00366","actor":"rep_11","timestamp":"2026-01-30T16:39:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00366:04","content":"Drafted executive opportunity summary for CloudScale Data ($263k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":355,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00366","actor":"rep_11","timestamp":"2026-01-30T16:34:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00366:05","content":"Salesforce Opportunity #crm_00366 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00366\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":326,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00366\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00366\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00366","actor":"rep_11","timestamp":"2026-01-30T16:23:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00366:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":160,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00366\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00366","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00366","actor":"rep_11","timestamp":"2026-01-30T16:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00366:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00366)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00366\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":262,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00366\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00367","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-01-10T11:04:00.000Z","closed_at":"2026-01-10T12:07:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($399k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00367","actor":"rep_14","timestamp":"2026-01-10T11:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00367:00","content":"Operational trigger received from salesforce for Apex Retail Group ($399k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":63,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$399k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00367","actor":"rep_14","timestamp":"2026-01-10T11:10:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00367:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00367\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":143,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00367/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00367\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00367","actor":"rep_14","timestamp":"2026-01-10T11:24:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00367:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00367\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":293,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00367\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00367","actor":"rep_14","timestamp":"2026-01-10T11:16:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00367:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":232,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00367","actor":"rep_14","timestamp":"2026-01-10T11:16:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00367:04","content":"Drafted executive opportunity summary for Apex Retail Group ($401k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":262,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00367","actor":"rep_14","timestamp":"2026-01-10T11:59:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00367:05","content":"Salesforce Opportunity #crm_00367 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00367\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":258,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00367\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00367\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00367","actor":"rep_14","timestamp":"2026-01-10T11:40:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00367:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":115,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00367\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00367","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00367","actor":"rep_14","timestamp":"2026-01-10T12:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00367:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00367)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00367\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00367\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00368","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-03-21T10:41:00.000Z","closed_at":"2026-03-21T11:09:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($129k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00368","actor":"rep_32","timestamp":"2026-03-21T10:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00368:00","content":"Operational trigger received from salesforce for Meridian Logistics ($129k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":222,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$129k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00368","actor":"rep_32","timestamp":"2026-03-21T10:51:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00368:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00368\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":279,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00368/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00368\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00368","actor":"rep_32","timestamp":"2026-03-21T10:53:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00368:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00368\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":242,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00368\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00368","actor":"rep_32","timestamp":"2026-03-21T10:50:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00368:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":70,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00368","actor":"rep_32","timestamp":"2026-03-21T11:05:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00368:04","content":"Drafted executive opportunity summary for Meridian Logistics ($288k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":365,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00368","actor":"rep_32","timestamp":"2026-03-21T11:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00368:05","content":"Salesforce Opportunity #crm_00368 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00368\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":338,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00368\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00368\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00368","actor":"rep_32","timestamp":"2026-03-21T11:17:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00368:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":247,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00368\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00368","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00368","actor":"rep_32","timestamp":"2026-03-21T11:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00368:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00368)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00368\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":214,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00368\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00369","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-02-26T03:22:00.000Z","closed_at":"2026-02-26T04:18:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($298k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00369","actor":"rep_25","timestamp":"2026-02-26T03:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00369:00","content":"Operational trigger received from salesforce for Pinnacle Media ($298k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":262,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$298k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00369","actor":"rep_25","timestamp":"2026-02-26T03:26:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00369:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00369\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":243,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00369/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00369\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00369","actor":"rep_25","timestamp":"2026-02-26T03:38:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00369:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00369\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":251,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00369\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00369","actor":"rep_25","timestamp":"2026-02-26T03:52:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00369:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":222,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00369","actor":"rep_25","timestamp":"2026-02-26T03:34:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00369:04","content":"Drafted executive opportunity summary for Pinnacle Media ($269k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":156,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00369","actor":"rep_25","timestamp":"2026-02-26T03:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00369:05","content":"Salesforce Opportunity #crm_00369 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00369\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":122,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00369\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00369\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00369","actor":"rep_25","timestamp":"2026-02-26T04:04:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00369:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":125,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00369\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00369","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00369","actor":"rep_25","timestamp":"2026-02-26T04:18:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00369:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00369)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00369\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00369\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00370","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-02-23T21:18:00.000Z","closed_at":"2026-02-23T21:53:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($358k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00370","actor":"rep_37","timestamp":"2026-02-23T21:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00370:00","content":"Operational trigger received from salesforce for Meridian Logistics ($358k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":242,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$358k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00370","actor":"rep_37","timestamp":"2026-02-23T21:28:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00370:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00370\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":127,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00370/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00370\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00370","actor":"rep_37","timestamp":"2026-02-23T21:36:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00370:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00370\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":201,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00370\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00370","actor":"rep_37","timestamp":"2026-02-23T21:39:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00370:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":55,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00370","actor":"rep_37","timestamp":"2026-02-23T21:38:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00370:04","content":"Drafted executive opportunity summary for Meridian Logistics ($219k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":146,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00370","actor":"rep_37","timestamp":"2026-02-23T21:53:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00370:05","content":"Salesforce Opportunity #crm_00370 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00370\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":121,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00370\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00370\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00370","actor":"rep_37","timestamp":"2026-02-23T22:06:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00370:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":262,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00370\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00370","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00370","actor":"rep_37","timestamp":"2026-02-23T21:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00370:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00370)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00370\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":96,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00370\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00371","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-02-20T19:53:00.000Z","closed_at":"2026-02-20T20:49:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($150k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00371","actor":"rep_14","timestamp":"2026-02-20T19:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00371:00","content":"Operational trigger received from salesforce for Pinnacle Media ($150k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":237,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$150k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00371","actor":"rep_14","timestamp":"2026-02-20T20:03:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00371:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00371\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":355,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00371/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00371\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00371","actor":"rep_14","timestamp":"2026-02-20T20:13:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00371:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00371\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":172,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00371\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00371","actor":"rep_14","timestamp":"2026-02-20T20:26:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00371:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":151,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00371","actor":"rep_14","timestamp":"2026-02-20T20:17:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00371:04","content":"Drafted executive opportunity summary for Pinnacle Media ($242k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":347,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00371","actor":"rep_14","timestamp":"2026-02-20T20:43:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00371:05","content":"Salesforce Opportunity #crm_00371 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00371\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":154,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00371\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00371\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00371","actor":"rep_14","timestamp":"2026-02-20T20:47:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00371:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":146,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00371\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00371","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00371","actor":"rep_14","timestamp":"2026-02-20T20:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00371:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00371)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00371\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":238,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00371\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00372","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-01-18T09:22:00.000Z","closed_at":"2026-01-18T10:18:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($384k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00372","actor":"rep_09","timestamp":"2026-01-18T09:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00372:00","content":"Operational trigger received from salesforce for Catalyst Software ($384k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":69,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$384k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00372","actor":"rep_09","timestamp":"2026-01-18T09:27:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00372:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00372\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":264,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00372/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00372\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00372","actor":"rep_09","timestamp":"2026-01-18T09:30:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00372:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00372\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":390,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00372\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00372","actor":"rep_09","timestamp":"2026-01-18T09:31:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00372:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":75,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00372","actor":"rep_09","timestamp":"2026-01-18T09:38:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00372:04","content":"Drafted executive opportunity summary for Catalyst Software ($386k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":318,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00372","actor":"rep_09","timestamp":"2026-01-18T09:52:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00372:05","content":"Salesforce Opportunity #crm_00372 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00372\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":315,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00372\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00372\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00372","actor":"rep_09","timestamp":"2026-01-18T09:46:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00372:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":209,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00372\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00372","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00372","actor":"rep_09","timestamp":"2026-01-18T10:18:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00372:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00372)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00372\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00372\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00373","actor":"rep_09","actor_name":"Elena Rostova","company":"CloudScale Data","opened_at":"2026-01-03T22:39:00.000Z","closed_at":"2026-01-03T23:28:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($414k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00373","actor":"rep_09","timestamp":"2026-01-03T22:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00373:00","content":"Operational trigger received from salesforce for CloudScale Data ($414k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$414k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00373","actor":"rep_09","timestamp":"2026-01-03T22:45:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00373:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00373\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":360,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00373/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00373\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00373","actor":"rep_09","timestamp":"2026-01-03T22:55:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00373:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00373\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":358,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00373\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00373","actor":"rep_09","timestamp":"2026-01-03T22:51:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00373:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":116,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00373","actor":"rep_09","timestamp":"2026-01-03T22:51:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00373:04","content":"Drafted executive opportunity summary for CloudScale Data ($104k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":141,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00373","actor":"rep_09","timestamp":"2026-01-03T23:04:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00373:05","content":"Salesforce Opportunity #crm_00373 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00373\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":238,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00373\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00373\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00373","actor":"rep_09","timestamp":"2026-01-03T22:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00373:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":296,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00373\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00373","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00373","actor":"rep_09","timestamp":"2026-01-03T23:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00373:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00373)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00373\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":251,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00373\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00374","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-03-06T13:32:00.000Z","closed_at":"2026-03-06T14:35:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($232k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00374","actor":"rep_20","timestamp":"2026-03-06T13:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00374:00","content":"Operational trigger received from salesforce for Apex Retail Group ($232k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":180,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$232k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00374","actor":"rep_20","timestamp":"2026-03-06T13:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00374:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00374\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":130,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00374/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00374\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00374","actor":"rep_20","timestamp":"2026-03-06T13:50:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00374:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00374\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":374,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00374\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00374","actor":"rep_20","timestamp":"2026-03-06T13:59:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00374:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":197,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00374","actor":"rep_20","timestamp":"2026-03-06T14:12:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00374:04","content":"Drafted executive opportunity summary for Apex Retail Group ($409k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":264,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00374","actor":"rep_20","timestamp":"2026-03-06T14:27:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00374:05","content":"Salesforce Opportunity #crm_00374 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00374\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":233,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00374\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00374\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00374","actor":"rep_20","timestamp":"2026-03-06T13:56:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00374:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":102,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00374\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00374","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00374","actor":"rep_20","timestamp":"2026-03-06T14:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00374:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00374)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00374\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":202,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00374\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00375","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-02-28T04:50:00.000Z","closed_at":"2026-02-28T05:32:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($289k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00375","actor":"rep_19","timestamp":"2026-02-28T04:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00375:00","content":"Operational trigger received from salesforce for Stripe Technologies ($289k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":259,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$289k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00375","actor":"rep_19","timestamp":"2026-02-28T04:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00375:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00375\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":300,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00375/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00375\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00375","actor":"rep_19","timestamp":"2026-02-28T05:10:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00375:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00375\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":340,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00375\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00375","actor":"rep_19","timestamp":"2026-02-28T05:11:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00375:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":192,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00375","actor":"rep_19","timestamp":"2026-02-28T05:30:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00375:04","content":"Drafted executive opportunity summary for Stripe Technologies ($101k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":248,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00375","actor":"rep_19","timestamp":"2026-02-28T05:10:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00375:05","content":"Salesforce Opportunity #crm_00375 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00375\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":296,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00375\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00375\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00375","actor":"rep_19","timestamp":"2026-02-28T05:14:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00375:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":235,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00375\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00375","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00375","actor":"rep_19","timestamp":"2026-02-28T05:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00375:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00375)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00375\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00375\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00376","actor":"rep_11","actor_name":"David Kim","company":"Stripe Technologies","opened_at":"2026-01-17T18:44:00.000Z","closed_at":"2026-01-17T19:12:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($195k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00376","actor":"rep_11","timestamp":"2026-01-17T18:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00376:00","content":"Operational trigger received from salesforce for Stripe Technologies ($195k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":242,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$195k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00376","actor":"rep_11","timestamp":"2026-01-17T18:53:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00376:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00376\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":218,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00376/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00376\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00376","actor":"rep_11","timestamp":"2026-01-17T19:04:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00376:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00376\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":303,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00376\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00376","actor":"rep_11","timestamp":"2026-01-17T18:59:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00376:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":224,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00376","actor":"rep_11","timestamp":"2026-01-17T19:24:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00376:04","content":"Drafted executive opportunity summary for Stripe Technologies ($209k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":326,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00376","actor":"rep_11","timestamp":"2026-01-17T19:09:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00376:05","content":"Salesforce Opportunity #crm_00376 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00376\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":161,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00376\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00376\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00376","actor":"rep_11","timestamp":"2026-01-17T19:08:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00376:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":152,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00376\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00376","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00376","actor":"rep_11","timestamp":"2026-01-17T19:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00376:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00376)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00376\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":240,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00376\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00377","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-02-10T21:39:00.000Z","closed_at":"2026-02-10T22:21:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($269k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00377","actor":"rep_20","timestamp":"2026-02-10T21:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00377:00","content":"Operational trigger received from salesforce for Vertex Cyber ($269k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":50,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$269k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00377","actor":"rep_20","timestamp":"2026-02-10T21:46:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00377:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00377\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":205,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00377/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00377\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00377","actor":"rep_20","timestamp":"2026-02-10T21:53:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00377:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00377\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":202,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00377\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00377","actor":"rep_20","timestamp":"2026-02-10T21:48:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00377:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":167,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00377","actor":"rep_20","timestamp":"2026-02-10T22:23:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00377:04","content":"Drafted executive opportunity summary for Vertex Cyber ($121k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":180,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00377","actor":"rep_20","timestamp":"2026-02-10T22:19:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00377:05","content":"Salesforce Opportunity #crm_00377 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00377\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":140,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00377\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00377\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00377","actor":"rep_20","timestamp":"2026-02-10T22:09:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00377:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":269,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00377\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00377","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00377","actor":"rep_20","timestamp":"2026-02-10T22:21:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00377:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00377)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00377\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00377\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00378","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-03-22T10:14:00.000Z","closed_at":"2026-03-22T10:49:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($406k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00378","actor":"rep_19","timestamp":"2026-03-22T10:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00378:00","content":"Operational trigger received from salesforce for Stripe Technologies ($406k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":186,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$406k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00378","actor":"rep_19","timestamp":"2026-03-22T10:20:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00378:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00378\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":322,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00378/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00378\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00378","actor":"rep_19","timestamp":"2026-03-22T10:26:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00378:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00378\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":219,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00378\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00378","actor":"rep_19","timestamp":"2026-03-22T10:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00378:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":112,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00378","actor":"rep_19","timestamp":"2026-03-22T10:38:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00378:04","content":"Drafted executive opportunity summary for Stripe Technologies ($365k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":258,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00378","actor":"rep_19","timestamp":"2026-03-22T10:39:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00378:05","content":"Salesforce Opportunity #crm_00378 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00378\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":205,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00378\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00378\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00378","actor":"rep_19","timestamp":"2026-03-22T10:44:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00378:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":222,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00378\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00378","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00378","actor":"rep_19","timestamp":"2026-03-22T10:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00378:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00378)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00378\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":242,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00378\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00379","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-02-02T01:27:00.000Z","closed_at":"2026-02-02T02:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($190k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00379","actor":"rep_37","timestamp":"2026-02-02T01:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00379:00","content":"Operational trigger received from salesforce for Apex Retail Group ($190k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$190k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00379","actor":"rep_37","timestamp":"2026-02-02T01:30:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00379:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00379\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":236,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00379/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00379\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00379","actor":"rep_37","timestamp":"2026-02-02T01:39:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00379:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00379\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":224,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00379\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00379","actor":"rep_37","timestamp":"2026-02-02T01:51:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00379:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":70,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00379","actor":"rep_37","timestamp":"2026-02-02T01:47:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00379:04","content":"Drafted executive opportunity summary for Apex Retail Group ($139k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":176,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00379","actor":"rep_37","timestamp":"2026-02-02T01:57:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00379:05","content":"Salesforce Opportunity #crm_00379 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00379\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":333,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00379\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00379\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00379","actor":"rep_37","timestamp":"2026-02-02T02:33:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00379:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":274,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00379\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00379","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00379","actor":"rep_37","timestamp":"2026-02-02T02:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00379:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00379)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00379\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":166,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00379\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00380","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-02-10T03:31:00.000Z","closed_at":"2026-02-10T04:34:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($97k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00380","actor":"rep_31","timestamp":"2026-02-10T03:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00380:00","content":"Operational trigger received from salesforce for Pinnacle Media ($97k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":227,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$97k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00380","actor":"rep_31","timestamp":"2026-02-10T03:34:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00380:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00380\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":264,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00380/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00380\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00380","actor":"rep_31","timestamp":"2026-02-10T03:43:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00380:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00380\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":278,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00380\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00380","actor":"rep_31","timestamp":"2026-02-10T03:43:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00380:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":74,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00380","actor":"rep_31","timestamp":"2026-02-10T04:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00380:04","content":"Drafted executive opportunity summary for Pinnacle Media ($98k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":350,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00380","actor":"rep_31","timestamp":"2026-02-10T04:01:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00380:05","content":"Salesforce Opportunity #crm_00380 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00380\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":221,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00380\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00380\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00380","actor":"rep_31","timestamp":"2026-02-10T03:55:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00380:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":265,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00380\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00380","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00380","actor":"rep_31","timestamp":"2026-02-10T04:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00380:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00380)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00380\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00380\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00381","actor":"rep_19","actor_name":"James Wilson","company":"Catalyst Software","opened_at":"2026-03-30T18:36:00.000Z","closed_at":"2026-03-30T19:11:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($103k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00381","actor":"rep_19","timestamp":"2026-03-30T18:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00381:00","content":"Operational trigger received from salesforce for Catalyst Software ($103k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":70,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$103k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00381","actor":"rep_19","timestamp":"2026-03-30T18:43:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00381:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00381\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":251,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00381/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00381\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00381","actor":"rep_19","timestamp":"2026-03-30T18:44:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00381:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00381\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":286,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00381\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00381","actor":"rep_19","timestamp":"2026-03-30T19:06:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00381:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":268,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00381","actor":"rep_19","timestamp":"2026-03-30T18:52:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00381:04","content":"Drafted executive opportunity summary for Catalyst Software ($274k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":314,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00381","actor":"rep_19","timestamp":"2026-03-30T19:26:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00381:05","content":"Salesforce Opportunity #crm_00381 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00381\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":259,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00381\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00381\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00381","actor":"rep_19","timestamp":"2026-03-30T19:30:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00381:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":188,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00381\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00381","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00381","actor":"rep_19","timestamp":"2026-03-30T19:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00381:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00381)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00381\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":175,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00381\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00382","actor":"rep_01","actor_name":"Sarah Chen","company":"Pinnacle Media","opened_at":"2026-03-18T11:53:00.000Z","closed_at":"2026-03-18T12:14:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($122k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00382","actor":"rep_01","timestamp":"2026-03-18T11:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00382:00","content":"Operational trigger received from salesforce for Pinnacle Media ($122k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":218,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$122k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00382","actor":"rep_01","timestamp":"2026-03-18T11:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00382:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00382\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":179,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00382/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00382\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00382","actor":"rep_01","timestamp":"2026-03-18T12:05:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00382:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00382\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":256,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00382\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00382","actor":"rep_01","timestamp":"2026-03-18T12:08:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00382:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":55,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00382","actor":"rep_01","timestamp":"2026-03-18T12:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00382:04","content":"Drafted executive opportunity summary for Pinnacle Media ($229k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":328,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00382","actor":"rep_01","timestamp":"2026-03-18T12:23:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00382:05","content":"Salesforce Opportunity #crm_00382 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00382\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":123,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00382\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00382\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00382","actor":"rep_01","timestamp":"2026-03-18T12:47:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00382:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":197,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00382\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00382","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00382","actor":"rep_01","timestamp":"2026-03-18T12:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00382:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00382)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00382\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":139,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00382\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00383","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-01-04T08:10:00.000Z","closed_at":"2026-01-04T08:45:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($88k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00383","actor":"rep_37","timestamp":"2026-01-04T08:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00383:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($88k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$88k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00383","actor":"rep_37","timestamp":"2026-01-04T08:13:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00383:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00383\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":244,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00383/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00383\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00383","actor":"rep_37","timestamp":"2026-01-04T08:28:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00383:02","content":"AI meeting transcript scanned for OmniChannel Inc: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00383\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":401,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00383\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00383","actor":"rep_37","timestamp":"2026-01-04T08:28:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00383:03","content":"Extracted explicit next step for OmniChannel Inc: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":194,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00383","actor":"rep_37","timestamp":"2026-01-04T08:34:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00383:04","content":"Drafted executive opportunity summary for OmniChannel Inc ($327k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":334,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for OmniChannel Inc. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00383","actor":"rep_37","timestamp":"2026-01-04T09:00:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00383:05","content":"Salesforce Opportunity #crm_00383 updated for OmniChannel Inc: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00383\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":244,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00383\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00383\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00383","actor":"rep_37","timestamp":"2026-01-04T09:10:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00383:06","content":"Follow-up calendar invite and automated reminder scheduled for OmniChannel Inc team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":268,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00383\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00383","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"OmniChannel Inc Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00383","actor":"rep_37","timestamp":"2026-01-04T08:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00383:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00383)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00383\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":167,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00383\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00384","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-01-06T05:17:00.000Z","closed_at":"2026-01-06T06:20:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($53k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00384","actor":"rep_14","timestamp":"2026-01-06T05:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00384:00","content":"Operational trigger received from salesforce for Stripe Technologies ($53k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$53k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00384","actor":"rep_14","timestamp":"2026-01-06T05:25:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00384:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00384\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":348,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00384/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00384\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00384","actor":"rep_14","timestamp":"2026-01-06T05:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00384:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00384\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":180,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00384\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00384","actor":"rep_14","timestamp":"2026-01-06T05:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00384:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":135,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00384","actor":"rep_14","timestamp":"2026-01-06T06:01:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00384:04","content":"Drafted executive opportunity summary for Stripe Technologies ($90k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":266,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00384","actor":"rep_14","timestamp":"2026-01-06T05:52:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00384:05","content":"Salesforce Opportunity #crm_00384 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00384\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":204,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00384\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00384\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00384","actor":"rep_14","timestamp":"2026-01-06T05:41:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00384:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":253,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00384\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00384","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00384","actor":"rep_14","timestamp":"2026-01-06T06:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00384:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00384)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00384\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00384\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00385","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-02-04T01:13:00.000Z","closed_at":"2026-02-04T02:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($176k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00385","actor":"rep_14","timestamp":"2026-02-04T01:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00385:00","content":"Operational trigger received from salesforce for Apex Retail Group ($176k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":244,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$176k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00385","actor":"rep_14","timestamp":"2026-02-04T01:20:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00385:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00385\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":163,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00385/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00385\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00385","actor":"rep_14","timestamp":"2026-02-04T01:21:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00385:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00385\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":284,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00385\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00385","actor":"rep_14","timestamp":"2026-02-04T01:28:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00385:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":270,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00385","actor":"rep_14","timestamp":"2026-02-04T01:29:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00385:04","content":"Drafted executive opportunity summary for Apex Retail Group ($236k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":179,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00385","actor":"rep_14","timestamp":"2026-02-04T01:33:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00385:05","content":"Salesforce Opportunity #crm_00385 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00385\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":118,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00385\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00385\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00385","actor":"rep_14","timestamp":"2026-02-04T01:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00385:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":235,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00385\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00385","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00385","actor":"rep_14","timestamp":"2026-02-04T02:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00385:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00385)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00385\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00385\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00386","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-01-20T20:21:00.000Z","closed_at":"2026-01-20T20:49:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($416k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00386","actor":"rep_19","timestamp":"2026-01-20T20:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00386:00","content":"Operational trigger received from salesforce for Pinnacle Media ($416k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":205,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$416k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00386","actor":"rep_19","timestamp":"2026-01-20T20:27:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00386:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00386\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":305,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00386/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00386\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00386","actor":"rep_19","timestamp":"2026-01-20T20:39:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00386:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00386\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":213,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00386\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00386","actor":"rep_19","timestamp":"2026-01-20T20:36:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00386:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":100,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00386","actor":"rep_19","timestamp":"2026-01-20T20:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00386:04","content":"Drafted executive opportunity summary for Pinnacle Media ($443k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":355,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00386","actor":"rep_19","timestamp":"2026-01-20T20:41:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00386:05","content":"Salesforce Opportunity #crm_00386 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00386\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":206,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00386\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00386\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00386","actor":"rep_19","timestamp":"2026-01-20T21:21:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00386:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":313,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00386\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00386","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00386","actor":"rep_19","timestamp":"2026-01-20T20:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00386:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00386)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00386\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00386\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00387","actor":"rep_14","actor_name":"Rachel Adams","company":"Vanguard Financial","opened_at":"2026-03-16T05:43:00.000Z","closed_at":"2026-03-16T06:39:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($421k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00387","actor":"rep_14","timestamp":"2026-03-16T05:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00387:00","content":"Operational trigger received from salesforce for Vanguard Financial ($421k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":181,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$421k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00387","actor":"rep_14","timestamp":"2026-03-16T05:52:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00387:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00387\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":138,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00387/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00387\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00387","actor":"rep_14","timestamp":"2026-03-16T05:53:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00387:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00387\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":368,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00387\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00387","actor":"rep_14","timestamp":"2026-03-16T06:10:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00387:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":132,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00387","actor":"rep_14","timestamp":"2026-03-16T06:07:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00387:04","content":"Drafted executive opportunity summary for Vanguard Financial ($173k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":222,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00387","actor":"rep_14","timestamp":"2026-03-16T06:38:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00387:05","content":"Salesforce Opportunity #crm_00387 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00387\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":168,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00387\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00387\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00387","actor":"rep_14","timestamp":"2026-03-16T06:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00387:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":272,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00387\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00387","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00387","actor":"rep_14","timestamp":"2026-03-16T06:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00387:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00387)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00387\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":50,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00387\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00388","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-03-06T19:52:00.000Z","closed_at":"2026-03-06T20:27:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($232k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00388","actor":"rep_14","timestamp":"2026-03-06T19:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00388:00","content":"Operational trigger received from salesforce for Sentinel Networks ($232k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":136,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$232k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00388","actor":"rep_14","timestamp":"2026-03-06T19:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00388:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00388\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":237,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00388/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00388\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00388","actor":"rep_14","timestamp":"2026-03-06T20:06:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00388:02","content":"AI meeting transcript scanned for Sentinel Networks: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00388\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":214,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00388\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00388","actor":"rep_14","timestamp":"2026-03-06T20:04:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00388:03","content":"Extracted explicit next step for Sentinel Networks: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":193,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00388","actor":"rep_14","timestamp":"2026-03-06T20:04:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00388:04","content":"Drafted executive opportunity summary for Sentinel Networks ($276k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":299,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Sentinel Networks. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00388","actor":"rep_14","timestamp":"2026-03-06T20:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00388:05","content":"Salesforce Opportunity #crm_00388 updated for Sentinel Networks: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00388\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":108,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00388\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00388\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00388","actor":"rep_14","timestamp":"2026-03-06T20:22:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00388:06","content":"Follow-up calendar invite and automated reminder scheduled for Sentinel Networks team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":216,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00388\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00388","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Sentinel Networks Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00388","actor":"rep_14","timestamp":"2026-03-06T20:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00388:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00388)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00388\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":196,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00388\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00389","actor":"rep_20","actor_name":"Maya Patel","company":"NovaBio Labs","opened_at":"2026-03-18T21:01:00.000Z","closed_at":"2026-03-18T21:22:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($179k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00389","actor":"rep_20","timestamp":"2026-03-18T21:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00389:00","content":"Operational trigger received from salesforce for NovaBio Labs ($179k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":115,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$179k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00389","actor":"rep_20","timestamp":"2026-03-18T21:04:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00389:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00389\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":157,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00389/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00389\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00389","actor":"rep_20","timestamp":"2026-03-18T21:19:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00389:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00389\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":387,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00389\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00389","actor":"rep_20","timestamp":"2026-03-18T21:16:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00389:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":129,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00389","actor":"rep_20","timestamp":"2026-03-18T21:37:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00389:04","content":"Drafted executive opportunity summary for NovaBio Labs ($360k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":328,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00389","actor":"rep_20","timestamp":"2026-03-18T21:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00389:05","content":"Salesforce Opportunity #crm_00389 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00389\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":229,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00389\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00389\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00389","actor":"rep_20","timestamp":"2026-03-18T21:37:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00389:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":261,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00389\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00389","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00389","actor":"rep_20","timestamp":"2026-03-18T21:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00389:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00389)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00389\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":90,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00389\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00390","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-02-25T03:12:00.000Z","closed_at":"2026-02-25T04:22:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($91k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00390","actor":"rep_11","timestamp":"2026-02-25T03:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00390:00","content":"Operational trigger received from salesforce for Vertex Cyber ($91k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":195,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$91k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00390","actor":"rep_11","timestamp":"2026-02-25T03:21:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00390:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00390\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":309,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00390/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00390\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00390","actor":"rep_11","timestamp":"2026-02-25T03:22:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00390:02","content":"AI meeting transcript scanned for Vertex Cyber: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00390\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":288,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00390\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00390","actor":"rep_11","timestamp":"2026-02-25T03:36:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00390:03","content":"Extracted explicit next step for Vertex Cyber: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":254,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00390","actor":"rep_11","timestamp":"2026-02-25T03:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00390:04","content":"Drafted executive opportunity summary for Vertex Cyber ($153k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":363,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vertex Cyber. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00390","actor":"rep_11","timestamp":"2026-02-25T03:52:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00390:05","content":"Salesforce Opportunity #crm_00390 updated for Vertex Cyber: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00390\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":251,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00390\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00390\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00390","actor":"rep_11","timestamp":"2026-02-25T04:18:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00390:06","content":"Follow-up calendar invite and automated reminder scheduled for Vertex Cyber team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":188,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00390\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00390","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vertex Cyber Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00390","actor":"rep_11","timestamp":"2026-02-25T04:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00390:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00390)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00390\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":269,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00390\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00391","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-01-16T23:08:00.000Z","closed_at":"2026-01-17T00:04:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($148k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00391","actor":"rep_25","timestamp":"2026-01-16T23:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00391:00","content":"Operational trigger received from salesforce for Stripe Technologies ($148k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":269,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$148k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00391","actor":"rep_25","timestamp":"2026-01-16T23:12:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00391:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00391\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":304,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00391/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00391\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00391","actor":"rep_25","timestamp":"2026-01-16T23:14:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00391:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00391\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":251,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00391\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00391","actor":"rep_25","timestamp":"2026-01-16T23:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00391:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":107,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00391","actor":"rep_25","timestamp":"2026-01-16T23:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00391:04","content":"Drafted executive opportunity summary for Stripe Technologies ($317k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":339,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00391","actor":"rep_25","timestamp":"2026-01-16T23:48:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00391:05","content":"Salesforce Opportunity #crm_00391 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00391\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":169,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00391\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00391\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00391","actor":"rep_25","timestamp":"2026-01-16T23:26:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00391:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":261,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00391\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00391","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00391","actor":"rep_25","timestamp":"2026-01-17T00:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00391:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00391)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00391\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":246,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00391\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00392","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-03-12T21:25:00.000Z","closed_at":"2026-03-12T22:21:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($326k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00392","actor":"rep_06","timestamp":"2026-03-12T21:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00392:00","content":"Operational trigger received from salesforce for Pinnacle Media ($326k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":175,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$326k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00392","actor":"rep_06","timestamp":"2026-03-12T21:30:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00392:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00392\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":238,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00392/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00392\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00392","actor":"rep_06","timestamp":"2026-03-12T21:35:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00392:02","content":"AI meeting transcript scanned for Pinnacle Media: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00392\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":231,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00392\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00392","actor":"rep_06","timestamp":"2026-03-12T21:55:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00392:03","content":"Extracted explicit next step for Pinnacle Media: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":52,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00392","actor":"rep_06","timestamp":"2026-03-12T21:53:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00392:04","content":"Drafted executive opportunity summary for Pinnacle Media ($65k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":298,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Pinnacle Media. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00392","actor":"rep_06","timestamp":"2026-03-12T21:50:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00392:05","content":"Salesforce Opportunity #crm_00392 updated for Pinnacle Media: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00392\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":324,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00392\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00392\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00392","actor":"rep_06","timestamp":"2026-03-12T21:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00392:06","content":"Follow-up calendar invite and automated reminder scheduled for Pinnacle Media team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":308,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00392\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00392","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Pinnacle Media Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00392","actor":"rep_06","timestamp":"2026-03-12T22:21:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00392:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00392)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00392\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":104,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00392\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00393","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-03-27T07:11:00.000Z","closed_at":"2026-03-27T08:00:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($76k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00393","actor":"rep_32","timestamp":"2026-03-27T07:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00393:00","content":"Operational trigger received from salesforce for Stripe Technologies ($76k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$76k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00393","actor":"rep_32","timestamp":"2026-03-27T07:19:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00393:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00393\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":286,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00393/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00393\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00393","actor":"rep_32","timestamp":"2026-03-27T07:21:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00393:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00393\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":253,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00393\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00393","actor":"rep_32","timestamp":"2026-03-27T07:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00393:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":107,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00393","actor":"rep_32","timestamp":"2026-03-27T07:35:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00393:04","content":"Drafted executive opportunity summary for Stripe Technologies ($406k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":193,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00393","actor":"rep_32","timestamp":"2026-03-27T07:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00393:05","content":"Salesforce Opportunity #crm_00393 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00393\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":160,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00393\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00393\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00393","actor":"rep_32","timestamp":"2026-03-27T07:59:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00393:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":178,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00393\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00393","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00393","actor":"rep_32","timestamp":"2026-03-27T08:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00393:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00393)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00393\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00393\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00394","actor":"rep_20","actor_name":"Maya Patel","company":"CloudScale Data","opened_at":"2026-02-14T01:17:00.000Z","closed_at":"2026-02-14T02:06:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($114k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00394","actor":"rep_20","timestamp":"2026-02-14T01:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00394:00","content":"Operational trigger received from salesforce for CloudScale Data ($114k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$114k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00394","actor":"rep_20","timestamp":"2026-02-14T01:22:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00394:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00394\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":130,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00394/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00394\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00394","actor":"rep_20","timestamp":"2026-02-14T01:23:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00394:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00394\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":336,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00394\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00394","actor":"rep_20","timestamp":"2026-02-14T01:41:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00394:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":113,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00394","actor":"rep_20","timestamp":"2026-02-14T01:45:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00394:04","content":"Drafted executive opportunity summary for CloudScale Data ($281k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":224,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00394","actor":"rep_20","timestamp":"2026-02-14T01:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00394:05","content":"Salesforce Opportunity #crm_00394 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00394\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":142,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00394\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00394\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00394","actor":"rep_20","timestamp":"2026-02-14T02:05:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00394:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":277,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00394\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00394","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00394","actor":"rep_20","timestamp":"2026-02-14T02:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00394:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00394)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00394\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00394\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00395","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-03-14T19:35:00.000Z","closed_at":"2026-03-14T20:10:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($226k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00395","actor":"rep_14","timestamp":"2026-03-14T19:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00395:00","content":"Operational trigger received from salesforce for Beacon Energy ($226k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":274,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00395","actor":"rep_14","timestamp":"2026-03-14T19:42:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00395:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00395\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":364,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00395/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00395\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00395","actor":"rep_14","timestamp":"2026-03-14T19:43:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00395:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00395\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":250,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00395\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00395","actor":"rep_14","timestamp":"2026-03-14T19:50:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00395:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":266,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00395","actor":"rep_14","timestamp":"2026-03-14T20:03:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00395:04","content":"Drafted executive opportunity summary for Beacon Energy ($309k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":242,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00395","actor":"rep_14","timestamp":"2026-03-14T20:15:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00395:05","content":"Salesforce Opportunity #crm_00395 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00395\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":328,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00395\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00395\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00395","actor":"rep_14","timestamp":"2026-03-14T19:59:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00395:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":94,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00395\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00395","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00395","actor":"rep_14","timestamp":"2026-03-14T20:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00395:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00395)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00395\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":270,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00395\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00396","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-03-22T12:27:00.000Z","closed_at":"2026-03-22T13:30:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($461k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00396","actor":"rep_09","timestamp":"2026-03-22T12:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00396:00","content":"Operational trigger received from salesforce for Vanguard Financial ($461k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":174,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$461k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00396","actor":"rep_09","timestamp":"2026-03-22T12:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00396:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00396\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":155,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00396/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00396\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00396","actor":"rep_09","timestamp":"2026-03-22T12:41:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00396:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00396\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":302,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00396\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00396","actor":"rep_09","timestamp":"2026-03-22T12:54:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00396:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":106,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00396","actor":"rep_09","timestamp":"2026-03-22T12:51:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00396:04","content":"Drafted executive opportunity summary for Vanguard Financial ($450k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":341,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00396","actor":"rep_09","timestamp":"2026-03-22T13:02:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00396:05","content":"Salesforce Opportunity #crm_00396 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00396\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":151,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00396\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00396\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00396","actor":"rep_09","timestamp":"2026-03-22T13:15:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00396:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":128,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00396\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00396","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00396","actor":"rep_09","timestamp":"2026-03-22T13:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00396:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00396)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00396\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":278,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00396\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00397","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-03-21T03:35:00.000Z","closed_at":"2026-03-21T03:56:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($412k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00397","actor":"rep_32","timestamp":"2026-03-21T03:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00397:00","content":"Operational trigger received from salesforce for Stripe Technologies ($412k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$412k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00397","actor":"rep_32","timestamp":"2026-03-21T03:44:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00397:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00397\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":306,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00397/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00397\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00397","actor":"rep_32","timestamp":"2026-03-21T03:51:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00397:02","content":"AI meeting transcript scanned for Stripe Technologies: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00397\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":398,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00397\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00397","actor":"rep_32","timestamp":"2026-03-21T03:53:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00397:03","content":"Extracted explicit next step for Stripe Technologies: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":229,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00397","actor":"rep_32","timestamp":"2026-03-21T03:47:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00397:04","content":"Drafted executive opportunity summary for Stripe Technologies ($114k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":305,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Stripe Technologies. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00397","actor":"rep_32","timestamp":"2026-03-21T04:05:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00397:05","content":"Salesforce Opportunity #crm_00397 updated for Stripe Technologies: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00397\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":286,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00397\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00397\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00397","actor":"rep_32","timestamp":"2026-03-21T03:53:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00397:06","content":"Follow-up calendar invite and automated reminder scheduled for Stripe Technologies team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":218,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00397\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00397","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Stripe Technologies Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00397","actor":"rep_32","timestamp":"2026-03-21T03:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00397:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00397)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00397\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":255,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00397\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00398","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-03-28T00:21:00.000Z","closed_at":"2026-03-28T01:31:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($232k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00398","actor":"rep_19","timestamp":"2026-03-28T00:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00398:00","content":"Operational trigger received from salesforce for Apex Retail Group ($232k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":258,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$232k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00398","actor":"rep_19","timestamp":"2026-03-28T00:25:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00398:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00398\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":212,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00398/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00398\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00398","actor":"rep_19","timestamp":"2026-03-28T00:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00398:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00398\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":348,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00398\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00398","actor":"rep_19","timestamp":"2026-03-28T00:42:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00398:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":102,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00398","actor":"rep_19","timestamp":"2026-03-28T00:41:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00398:04","content":"Drafted executive opportunity summary for Apex Retail Group ($61k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":199,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00398","actor":"rep_19","timestamp":"2026-03-28T00:41:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00398:05","content":"Salesforce Opportunity #crm_00398 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00398\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":276,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00398\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00398\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00398","actor":"rep_19","timestamp":"2026-03-28T00:51:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00398:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":231,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00398\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00398","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00398","actor":"rep_19","timestamp":"2026-03-28T01:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00398:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00398)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00398\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":199,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00398\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00399","actor":"rep_09","actor_name":"Elena Rostova","company":"FinTech Global","opened_at":"2026-03-29T07:52:00.000Z","closed_at":"2026-03-29T08:20:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($86k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00399","actor":"rep_09","timestamp":"2026-03-29T07:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00399:00","content":"Operational trigger received from salesforce for FinTech Global ($86k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":253,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$86k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00399","actor":"rep_09","timestamp":"2026-03-29T07:58:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00399:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00399\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":182,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00399/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00399\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00399","actor":"rep_09","timestamp":"2026-03-29T08:06:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00399:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00399\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":327,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00399\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00399","actor":"rep_09","timestamp":"2026-03-29T08:04:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00399:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":188,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00399","actor":"rep_09","timestamp":"2026-03-29T08:36:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00399:04","content":"Drafted executive opportunity summary for FinTech Global ($218k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":201,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00399","actor":"rep_09","timestamp":"2026-03-29T08:42:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00399:05","content":"Salesforce Opportunity #crm_00399 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00399\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":167,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00399\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00399\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00399","actor":"rep_09","timestamp":"2026-03-29T08:22:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00399:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":103,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00399\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00399","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00399","actor":"rep_09","timestamp":"2026-03-29T08:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00399:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00399)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00399\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00399\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00400","actor":"rep_31","actor_name":"Aisha Taylor","company":"CloudScale Data","opened_at":"2026-03-23T20:57:00.000Z","closed_at":"2026-03-23T21:25:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($160k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00400","actor":"rep_31","timestamp":"2026-03-23T20:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00400:00","content":"Operational trigger received from salesforce for CloudScale Data ($160k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":88,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$160k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00400","actor":"rep_31","timestamp":"2026-03-23T21:03:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00400:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00400\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":244,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00400/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00400\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00400","actor":"rep_31","timestamp":"2026-03-23T21:09:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00400:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00400\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":281,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00400\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00400","actor":"rep_31","timestamp":"2026-03-23T21:12:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00400:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":149,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00400","actor":"rep_31","timestamp":"2026-03-23T21:17:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00400:04","content":"Drafted executive opportunity summary for CloudScale Data ($329k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":290,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00400","actor":"rep_31","timestamp":"2026-03-23T21:47:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00400:05","content":"Salesforce Opportunity #crm_00400 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00400\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":323,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00400\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00400\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00400","actor":"rep_31","timestamp":"2026-03-23T21:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00400:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":294,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00400\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00400","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00400","actor":"rep_31","timestamp":"2026-03-23T21:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00400:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00400)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00400\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":50,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00400\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00401","actor":"rep_31","actor_name":"Aisha Taylor","company":"Acme Health Systems","opened_at":"2026-01-01T20:31:00.000Z","closed_at":"2026-01-01T21:27:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($360k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00401","actor":"rep_31","timestamp":"2026-01-01T20:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00401:00","content":"Operational trigger received from salesforce for Acme Health Systems ($360k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$360k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00401","actor":"rep_31","timestamp":"2026-01-01T20:42:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00401:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00401\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":356,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00401/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00401\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00401","actor":"rep_31","timestamp":"2026-01-01T20:37:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00401:02","content":"AI meeting transcript scanned for Acme Health Systems: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00401\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":280,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00401\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00401","actor":"rep_31","timestamp":"2026-01-01T20:46:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00401:03","content":"Extracted explicit next step for Acme Health Systems: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":241,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00401","actor":"rep_31","timestamp":"2026-01-01T21:15:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00401:04","content":"Drafted executive opportunity summary for Acme Health Systems ($451k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":367,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Acme Health Systems. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00401","actor":"rep_31","timestamp":"2026-01-01T21:26:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00401:05","content":"Salesforce Opportunity #crm_00401 updated for Acme Health Systems: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00401\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":303,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00401\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00401\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00401","actor":"rep_31","timestamp":"2026-01-01T21:13:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00401:06","content":"Follow-up calendar invite and automated reminder scheduled for Acme Health Systems team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":127,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00401\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00401","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Acme Health Systems Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00401","actor":"rep_31","timestamp":"2026-01-01T21:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00401:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00401)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00401\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":105,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00401\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00402","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-02-06T14:48:00.000Z","closed_at":"2026-02-06T15:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($182k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00402","actor":"rep_01","timestamp":"2026-02-06T14:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00402:00","content":"Operational trigger received from salesforce for Catalyst Software ($182k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":121,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$182k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00402","actor":"rep_01","timestamp":"2026-02-06T14:52:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00402:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00402\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":156,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00402/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00402\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00402","actor":"rep_01","timestamp":"2026-02-06T14:56:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00402:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00402\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":290,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00402\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00402","actor":"rep_01","timestamp":"2026-02-06T15:03:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00402:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":121,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00402","actor":"rep_01","timestamp":"2026-02-06T15:00:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00402:04","content":"Drafted executive opportunity summary for Catalyst Software ($239k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":188,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00402","actor":"rep_01","timestamp":"2026-02-06T15:33:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00402:05","content":"Salesforce Opportunity #crm_00402 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00402\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":340,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00402\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00402\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00402","actor":"rep_01","timestamp":"2026-02-06T15:54:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00402:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":233,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00402\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00402","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00402","actor":"rep_01","timestamp":"2026-02-06T15:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00402:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00402)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00402\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00402\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00403","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-01-01T11:59:00.000Z","closed_at":"2026-01-01T12:48:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($446k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00403","actor":"rep_01","timestamp":"2026-01-01T11:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00403:00","content":"Operational trigger received from salesforce for FinTech Global ($446k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":102,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$446k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00403","actor":"rep_01","timestamp":"2026-01-01T12:02:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00403:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00403\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":193,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00403/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00403\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00403","actor":"rep_01","timestamp":"2026-01-01T12:17:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00403:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00403\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":317,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00403\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00403","actor":"rep_01","timestamp":"2026-01-01T12:20:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00403:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":55,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00403","actor":"rep_01","timestamp":"2026-01-01T12:31:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00403:04","content":"Drafted executive opportunity summary for FinTech Global ($312k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":213,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00403","actor":"rep_01","timestamp":"2026-01-01T12:54:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00403:05","content":"Salesforce Opportunity #crm_00403 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00403\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":123,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00403\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00403\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00403","actor":"rep_01","timestamp":"2026-01-01T12:35:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00403:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":92,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00403\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00403","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00403","actor":"rep_01","timestamp":"2026-01-01T12:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00403:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00403)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00403\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":180,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00403\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00404","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-02-07T23:17:00.000Z","closed_at":"2026-02-08T00:06:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($187k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00404","actor":"rep_20","timestamp":"2026-02-07T23:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00404:00","content":"Operational trigger received from salesforce for Apex Retail Group ($187k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":91,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$187k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00404","actor":"rep_20","timestamp":"2026-02-07T23:24:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00404:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00404\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":267,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00404/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00404\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00404","actor":"rep_20","timestamp":"2026-02-07T23:27:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00404:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00404\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":240,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00404\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00404","actor":"rep_20","timestamp":"2026-02-07T23:44:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00404:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":98,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00404","actor":"rep_20","timestamp":"2026-02-07T23:41:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00404:04","content":"Drafted executive opportunity summary for Apex Retail Group ($307k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":275,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00404","actor":"rep_20","timestamp":"2026-02-08T00:12:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00404:05","content":"Salesforce Opportunity #crm_00404 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00404\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":167,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00404\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00404\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00404","actor":"rep_20","timestamp":"2026-02-07T23:35:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00404:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":172,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00404\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00404","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00404","actor":"rep_20","timestamp":"2026-02-08T00:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00404:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00404)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00404\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00404\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00405","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-03-23T12:56:00.000Z","closed_at":"2026-03-23T13:52:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($388k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00405","actor":"rep_32","timestamp":"2026-03-23T12:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00405:00","content":"Operational trigger received from salesforce for FinTech Global ($388k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":66,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$388k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00405","actor":"rep_32","timestamp":"2026-03-23T13:05:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00405:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00405\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":278,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00405/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00405\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00405","actor":"rep_32","timestamp":"2026-03-23T13:08:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00405:02","content":"AI meeting transcript scanned for FinTech Global: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00405\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":394,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00405\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00405","actor":"rep_32","timestamp":"2026-03-23T13:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00405:03","content":"Extracted explicit next step for FinTech Global: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":196,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00405","actor":"rep_32","timestamp":"2026-03-23T13:16:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00405:04","content":"Drafted executive opportunity summary for FinTech Global ($226k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":342,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for FinTech Global. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00405","actor":"rep_32","timestamp":"2026-03-23T13:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00405:05","content":"Salesforce Opportunity #crm_00405 updated for FinTech Global: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00405\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":166,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00405\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00405\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00405","actor":"rep_32","timestamp":"2026-03-23T13:14:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00405:06","content":"Follow-up calendar invite and automated reminder scheduled for FinTech Global team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":319,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00405\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00405","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"FinTech Global Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00405","actor":"rep_32","timestamp":"2026-03-23T13:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00405:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00405)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00405\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00405\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00406","actor":"rep_20","actor_name":"Maya Patel","company":"CloudScale Data","opened_at":"2026-03-24T15:08:00.000Z","closed_at":"2026-03-24T15:36:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($305k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00406","actor":"rep_20","timestamp":"2026-03-24T15:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00406:00","content":"Operational trigger received from salesforce for CloudScale Data ($305k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$305k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00406","actor":"rep_20","timestamp":"2026-03-24T15:19:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00406:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00406\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":204,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00406/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00406\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00406","actor":"rep_20","timestamp":"2026-03-24T15:20:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00406:02","content":"AI meeting transcript scanned for CloudScale Data: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00406\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":277,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00406\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00406","actor":"rep_20","timestamp":"2026-03-24T15:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00406:03","content":"Extracted explicit next step for CloudScale Data: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":58,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00406","actor":"rep_20","timestamp":"2026-03-24T15:44:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00406:04","content":"Drafted executive opportunity summary for CloudScale Data ($221k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":163,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for CloudScale Data. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00406","actor":"rep_20","timestamp":"2026-03-24T15:43:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00406:05","content":"Salesforce Opportunity #crm_00406 updated for CloudScale Data: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00406\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":328,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00406\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00406\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00406","actor":"rep_20","timestamp":"2026-03-24T15:26:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00406:06","content":"Follow-up calendar invite and automated reminder scheduled for CloudScale Data team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":92,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00406\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00406","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"CloudScale Data Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00406","actor":"rep_20","timestamp":"2026-03-24T15:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00406:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00406)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00406\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":221,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00406\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00407","actor":"rep_06","actor_name":"Marcus Vance","company":"Aura Therapeutics","opened_at":"2026-02-22T01:09:00.000Z","closed_at":"2026-02-22T02:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($333k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00407","actor":"rep_06","timestamp":"2026-02-22T01:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00407:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($333k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":233,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$333k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00407","actor":"rep_06","timestamp":"2026-02-22T01:13:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00407:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00407\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":210,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00407/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00407\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00407","actor":"rep_06","timestamp":"2026-02-22T01:15:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00407:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00407\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":190,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00407\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00407","actor":"rep_06","timestamp":"2026-02-22T01:27:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00407:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":263,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00407","actor":"rep_06","timestamp":"2026-02-22T01:53:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00407:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($238k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":358,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00407","actor":"rep_06","timestamp":"2026-02-22T01:29:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00407:05","content":"Salesforce Opportunity #crm_00407 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00407\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":327,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00407\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00407\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00407","actor":"rep_06","timestamp":"2026-02-22T01:57:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00407:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":92,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00407\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00407","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00407","actor":"rep_06","timestamp":"2026-02-22T02:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00407:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00407)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00407\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":116,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00407\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00408","actor":"rep_19","actor_name":"James Wilson","company":"Nexus AI","opened_at":"2026-02-19T15:14:00.000Z","closed_at":"2026-02-19T16:31:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($398k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00408","actor":"rep_19","timestamp":"2026-02-19T15:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00408:00","content":"Operational trigger received from salesforce for Nexus AI ($398k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":142,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$398k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00408","actor":"rep_19","timestamp":"2026-02-19T15:18:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00408:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00408\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":249,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00408/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00408\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00408","actor":"rep_19","timestamp":"2026-02-19T15:32:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00408:02","content":"AI meeting transcript scanned for Nexus AI: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00408\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":246,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00408\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00408","actor":"rep_19","timestamp":"2026-02-19T15:32:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00408:03","content":"Extracted explicit next step for Nexus AI: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":197,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00408","actor":"rep_19","timestamp":"2026-02-19T15:42:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00408:04","content":"Drafted executive opportunity summary for Nexus AI ($124k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":240,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Nexus AI. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00408","actor":"rep_19","timestamp":"2026-02-19T15:39:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00408:05","content":"Salesforce Opportunity #crm_00408 updated for Nexus AI: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00408\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":299,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00408\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00408\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00408","actor":"rep_19","timestamp":"2026-02-19T16:02:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00408:06","content":"Follow-up calendar invite and automated reminder scheduled for Nexus AI team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":298,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00408\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00408","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Nexus AI Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00408","actor":"rep_19","timestamp":"2026-02-19T16:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00408:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00408)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00408\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":192,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00408\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00409","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-03-26T21:27:00.000Z","closed_at":"2026-03-26T22:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($294k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00409","actor":"rep_37","timestamp":"2026-03-26T21:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00409:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($294k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$294k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00409","actor":"rep_37","timestamp":"2026-03-26T21:38:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00409:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00409\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":331,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00409/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00409\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00409","actor":"rep_37","timestamp":"2026-03-26T21:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00409:02","content":"AI meeting transcript scanned for Aura Therapeutics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00409\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":229,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00409\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00409","actor":"rep_37","timestamp":"2026-03-26T21:51:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00409:03","content":"Extracted explicit next step for Aura Therapeutics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":218,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00409","actor":"rep_37","timestamp":"2026-03-26T22:03:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00409:04","content":"Drafted executive opportunity summary for Aura Therapeutics ($47k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":268,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Aura Therapeutics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00409","actor":"rep_37","timestamp":"2026-03-26T21:42:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00409:05","content":"Salesforce Opportunity #crm_00409 updated for Aura Therapeutics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00409\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":342,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00409\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00409\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00409","actor":"rep_37","timestamp":"2026-03-26T22:33:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00409:06","content":"Follow-up calendar invite and automated reminder scheduled for Aura Therapeutics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":285,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00409\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00409","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Aura Therapeutics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00409","actor":"rep_37","timestamp":"2026-03-26T22:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00409:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00409)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00409\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":267,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00409\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00410","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-01-10T19:57:00.000Z","closed_at":"2026-01-10T20:32:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($83k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00410","actor":"rep_09","timestamp":"2026-01-10T19:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00410:00","content":"Operational trigger received from salesforce for Catalyst Software ($83k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$83k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00410","actor":"rep_09","timestamp":"2026-01-10T20:03:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00410:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00410\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":214,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00410/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00410\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00410","actor":"rep_09","timestamp":"2026-01-10T20:03:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00410:02","content":"AI meeting transcript scanned for Catalyst Software: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00410\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":291,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00410\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00410","actor":"rep_09","timestamp":"2026-01-10T20:09:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00410:03","content":"Extracted explicit next step for Catalyst Software: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":220,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00410","actor":"rep_09","timestamp":"2026-01-10T20:29:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00410:04","content":"Drafted executive opportunity summary for Catalyst Software ($391k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":151,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Catalyst Software. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00410","actor":"rep_09","timestamp":"2026-01-10T20:22:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00410:05","content":"Salesforce Opportunity #crm_00410 updated for Catalyst Software: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00410\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":335,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00410\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00410\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00410","actor":"rep_09","timestamp":"2026-01-10T20:27:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00410:06","content":"Follow-up calendar invite and automated reminder scheduled for Catalyst Software team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":115,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00410\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00410","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Catalyst Software Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00410","actor":"rep_09","timestamp":"2026-01-10T20:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00410:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00410)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00410\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":200,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00410\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00411","actor":"rep_11","actor_name":"David Kim","company":"Beacon Energy","opened_at":"2026-02-10T22:58:00.000Z","closed_at":"2026-02-10T23:26:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($332k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00411","actor":"rep_11","timestamp":"2026-02-10T22:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00411:00","content":"Operational trigger received from salesforce for Beacon Energy ($332k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":64,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$332k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00411","actor":"rep_11","timestamp":"2026-02-10T23:01:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00411:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00411\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":341,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00411/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00411\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00411","actor":"rep_11","timestamp":"2026-02-10T23:14:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00411:02","content":"AI meeting transcript scanned for Beacon Energy: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00411\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":221,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00411\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00411","actor":"rep_11","timestamp":"2026-02-10T23:28:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00411:03","content":"Extracted explicit next step for Beacon Energy: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":112,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00411","actor":"rep_11","timestamp":"2026-02-10T23:42:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00411:04","content":"Drafted executive opportunity summary for Beacon Energy ($211k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":263,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Beacon Energy. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00411","actor":"rep_11","timestamp":"2026-02-10T23:48:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00411:05","content":"Salesforce Opportunity #crm_00411 updated for Beacon Energy: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00411\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":290,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00411\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00411\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00411","actor":"rep_11","timestamp":"2026-02-10T23:28:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00411:06","content":"Follow-up calendar invite and automated reminder scheduled for Beacon Energy team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":141,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00411\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00411","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Beacon Energy Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00411","actor":"rep_11","timestamp":"2026-02-10T23:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00411:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00411)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00411\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":244,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00411\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00412","actor":"rep_25","actor_name":"Carlos Mendez","company":"Meridian Logistics","opened_at":"2026-03-03T09:04:00.000Z","closed_at":"2026-03-03T10:21:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($281k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00412","actor":"rep_25","timestamp":"2026-03-03T09:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00412:00","content":"Operational trigger received from salesforce for Meridian Logistics ($281k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":250,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$281k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00412","actor":"rep_25","timestamp":"2026-03-03T09:15:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00412:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00412\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":172,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00412/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00412\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00412","actor":"rep_25","timestamp":"2026-03-03T09:22:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00412:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00412\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":181,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00412\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00412","actor":"rep_25","timestamp":"2026-03-03T09:25:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00412:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":220,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00412","actor":"rep_25","timestamp":"2026-03-03T09:28:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00412:04","content":"Drafted executive opportunity summary for Meridian Logistics ($269k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":161,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00412","actor":"rep_25","timestamp":"2026-03-03T09:44:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00412:05","content":"Salesforce Opportunity #crm_00412 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00412\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":114,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00412\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00412\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00412","actor":"rep_25","timestamp":"2026-03-03T09:34:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00412:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":188,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00412\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00412","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00412","actor":"rep_25","timestamp":"2026-03-03T10:21:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00412:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00412)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00412\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":70,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00412\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00413","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-01-10T19:20:00.000Z","closed_at":"2026-01-10T20:23:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($411k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00413","actor":"rep_14","timestamp":"2026-01-10T19:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00413:00","content":"Operational trigger received from salesforce for NovaBio Labs ($411k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$411k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00413","actor":"rep_14","timestamp":"2026-01-10T19:29:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00413:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00413\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":235,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00413/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00413\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00413","actor":"rep_14","timestamp":"2026-01-10T19:38:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00413:02","content":"AI meeting transcript scanned for NovaBio Labs: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00413\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":353,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00413\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00413","actor":"rep_14","timestamp":"2026-01-10T19:29:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00413:03","content":"Extracted explicit next step for NovaBio Labs: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":221,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00413","actor":"rep_14","timestamp":"2026-01-10T20:00:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00413:04","content":"Drafted executive opportunity summary for NovaBio Labs ($291k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":208,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for NovaBio Labs. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00413","actor":"rep_14","timestamp":"2026-01-10T19:35:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00413:05","content":"Salesforce Opportunity #crm_00413 updated for NovaBio Labs: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00413\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":311,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00413\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00413\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00413","actor":"rep_14","timestamp":"2026-01-10T20:08:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00413:06","content":"Follow-up calendar invite and automated reminder scheduled for NovaBio Labs team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":152,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00413\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00413","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"NovaBio Labs Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00413","actor":"rep_14","timestamp":"2026-01-10T20:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00413:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00413)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00413\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":185,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00413\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00414","actor":"rep_25","actor_name":"Carlos Mendez","company":"Meridian Logistics","opened_at":"2026-02-12T22:30:00.000Z","closed_at":"2026-02-12T23:19:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($240k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00414","actor":"rep_25","timestamp":"2026-02-12T22:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00414:00","content":"Operational trigger received from salesforce for Meridian Logistics ($240k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":232,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$240k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00414","actor":"rep_25","timestamp":"2026-02-12T22:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00414:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00414\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":208,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00414/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00414\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00414","actor":"rep_25","timestamp":"2026-02-12T22:36:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00414:02","content":"AI meeting transcript scanned for Meridian Logistics: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00414\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":350,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00414\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00414","actor":"rep_25","timestamp":"2026-02-12T23:00:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00414:03","content":"Extracted explicit next step for Meridian Logistics: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":177,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00414","actor":"rep_25","timestamp":"2026-02-12T23:10:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00414:04","content":"Drafted executive opportunity summary for Meridian Logistics ($370k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":183,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Meridian Logistics. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00414","actor":"rep_25","timestamp":"2026-02-12T22:55:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00414:05","content":"Salesforce Opportunity #crm_00414 updated for Meridian Logistics: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00414\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":247,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00414\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00414\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00414","actor":"rep_25","timestamp":"2026-02-12T22:48:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00414:06","content":"Follow-up calendar invite and automated reminder scheduled for Meridian Logistics team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":206,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00414\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00414","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Meridian Logistics Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00414","actor":"rep_25","timestamp":"2026-02-12T23:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00414:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00414)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00414\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":100,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00414\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00415","actor":"rep_32","actor_name":"Liam O'Connor","company":"Apex Retail Group","opened_at":"2026-01-06T02:26:00.000Z","closed_at":"2026-01-06T03:22:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($89k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00415","actor":"rep_32","timestamp":"2026-01-06T02:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00415:00","content":"Operational trigger received from salesforce for Apex Retail Group ($89k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":82,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$89k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00415","actor":"rep_32","timestamp":"2026-01-06T02:35:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00415:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00415\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":227,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00415/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00415\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00415","actor":"rep_32","timestamp":"2026-01-06T02:36:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00415:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00415\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":373,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00415\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00415","actor":"rep_32","timestamp":"2026-01-06T02:59:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00415:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":159,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00415","actor":"rep_32","timestamp":"2026-01-06T02:58:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00415:04","content":"Drafted executive opportunity summary for Apex Retail Group ($302k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":255,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00415","actor":"rep_32","timestamp":"2026-01-06T02:51:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00415:05","content":"Salesforce Opportunity #crm_00415 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00415\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":279,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00415\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00415\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00415","actor":"rep_32","timestamp":"2026-01-06T03:20:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00415:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":181,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00415\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00415","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00415","actor":"rep_32","timestamp":"2026-01-06T03:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00415:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00415)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00415\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00415\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00416","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-02-28T21:37:00.000Z","closed_at":"2026-02-28T22:54:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($366k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00416","actor":"rep_11","timestamp":"2026-02-28T21:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00416:00","content":"Operational trigger received from salesforce for Vanguard Financial ($366k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":88,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$366k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00416","actor":"rep_11","timestamp":"2026-02-28T21:42:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00416:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00416\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":303,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00416/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00416\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00416","actor":"rep_11","timestamp":"2026-02-28T21:49:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00416:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00416\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":281,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00416\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00416","actor":"rep_11","timestamp":"2026-02-28T21:52:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00416:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":227,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00416","actor":"rep_11","timestamp":"2026-02-28T22:01:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00416:04","content":"Drafted executive opportunity summary for Vanguard Financial ($104k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":175,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00416","actor":"rep_11","timestamp":"2026-02-28T22:22:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00416:05","content":"Salesforce Opportunity #crm_00416 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00416\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":169,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00416\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00416\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00416","actor":"rep_11","timestamp":"2026-02-28T22:43:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00416:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":237,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00416\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00416","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00416","actor":"rep_11","timestamp":"2026-02-28T22:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00416:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00416)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00416\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":247,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00416\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00417","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-10T01:51:00.000Z","closed_at":"2026-01-10T02:54:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($350k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00417","actor":"rep_20","timestamp":"2026-01-10T01:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00417:00","content":"Operational trigger received from salesforce for Apex Retail Group ($350k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":273,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$350k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00417","actor":"rep_20","timestamp":"2026-01-10T02:01:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00417:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00417\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":126,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00417/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00417\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00417","actor":"rep_20","timestamp":"2026-01-10T02:09:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00417:02","content":"AI meeting transcript scanned for Apex Retail Group: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00417\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":362,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00417\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00417","actor":"rep_20","timestamp":"2026-01-10T02:21:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00417:03","content":"Extracted explicit next step for Apex Retail Group: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":168,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00417","actor":"rep_20","timestamp":"2026-01-10T02:27:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00417:04","content":"Drafted executive opportunity summary for Apex Retail Group ($406k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":196,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Apex Retail Group. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00417","actor":"rep_20","timestamp":"2026-01-10T02:16:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00417:05","content":"Salesforce Opportunity #crm_00417 updated for Apex Retail Group: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00417\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":251,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00417\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00417\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00417","actor":"rep_20","timestamp":"2026-01-10T02:45:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00417:06","content":"Follow-up calendar invite and automated reminder scheduled for Apex Retail Group team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":136,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00417\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00417","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Apex Retail Group Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00417","actor":"rep_20","timestamp":"2026-01-10T02:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00417:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00417)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00417\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":70,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00417\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00418","actor":"rep_14","actor_name":"Rachel Adams","company":"Vanguard Financial","opened_at":"2026-02-08T00:07:00.000Z","closed_at":"2026-02-08T01:17:00.000Z","source":"salesforce","workflow_truth":"post_meeting_crm_update","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Complete the opportunity record after a customer meeting","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($448k ARR)","information_consulted":["transcript_reviewed"],"actions_taken":["meeting_completed","transcript_reviewed","next_step_extracted","summary_drafted","opportunity_updated","follow_up_scheduled"],"decision_points":["update_opportunity"],"constraints":["next_step is required","follow_up_date must be in the future"],"final_output":"update_opportunity","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00418","actor":"rep_14","timestamp":"2026-02-08T00:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00418:00","content":"Operational trigger received from salesforce for Vanguard Financial ($448k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$448k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00418","actor":"rep_14","timestamp":"2026-02-08T00:16:00.000Z","source":"salesforce","event_type":"meeting_completed","object":"meeting:crm_00418:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"salesforce","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00418\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":223,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_00418/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_00418\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_00418","actor":"rep_14","timestamp":"2026-02-08T00:17:00.000Z","source":"salesforce","event_type":"transcript_reviewed","object":"record:crm_00418:02","content":"AI meeting transcript scanned for Vanguard Financial: identified next steps, SOC-2 request & follow-up dates","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00418\", model=\"proverify-extractor-v2\")","http_status":200,"latency_ms":271,"raw_payload":"{\"entities_extracted\":{\"commitments\":[\"Deliver SOC-2 Type II report\"],\"due_date\":\"2026-03-24\",\"sentiment\":0.92}}","key_commitments":"Deliver SOC-2 Type II report and arrange infosec architecture review","sentiment":"positive"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"ai_nlp.transcript.extractKeyEntities(transcript_id=\"zoom_crm_00418\", model=\"proverify-extractor-v2\")"}},{"episode_id":"crm_00418","actor":"rep_14","timestamp":"2026-02-08T00:22:00.000Z","source":"salesforce","event_type":"next_step_extracted","object":"record:crm_00418:03","content":"Extracted explicit next step for Vanguard Financial: 'Deliver SOC-2 report and schedule security review by next Tuesday'","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)","http_status":200,"latency_ms":284,"raw_payload":"{\"next_step\":\"Deliver SOC-2 report and schedule infosec review\",\"assigned_to\":\"Sarah Chen\",\"due_in_days\":5,\"validation\":\"passed\"}","next_step":"Deliver SOC-2 report and schedule infosec review","assigned_to":"Sarah Chen","due_in_days":5},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.rules.validateMandatoryFields(required_keys=[\"next_step\",\"follow_up_date\"], allow_null=false)"}},{"episode_id":"crm_00418","actor":"rep_14","timestamp":"2026-02-08T00:31:00.000Z","source":"salesforce","event_type":"summary_drafted","object":"record:crm_00418:04","content":"Drafted executive opportunity summary for Vanguard Financial ($58k ARR) with pricing timeline and stakeholder map","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)","http_status":200,"latency_ms":296,"raw_payload":"{\"summary\":\"Sync with VP Eng confirmed technical fit for Vanguard Financial. Action required: deliver SOC-2 report before procurement sign-off on 2026-03-24.\"}","summary_length_words":142,"topics_covered":["Architecture","Infosec","Procurement timeline"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.llm.formatSummary(template=\"executive_crm_v1\", context_tokens=1840, target_length=150)"}},{"episode_id":"crm_00418","actor":"rep_14","timestamp":"2026-02-08T00:42:00.000Z","source":"salesforce","event_type":"opportunity_updated","object":"record:crm_00418:05","content":"Salesforce Opportunity #crm_00418 updated for Vanguard Financial: Stage set to 'Technical Review', Next Step saved","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00418\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})","http_status":200,"latency_ms":194,"raw_payload":"{\"status\":200,\"body\":{\"id\":\"006_crm_00418\",\"success\":true,\"errors\":[],\"created\":false}}","stage":"Technical Evaluation","next_step_field":"Updated","follow_up_date":"2026-03-24","crm_status":"synced"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"salesforce.api.updateRecord(object=\"Opportunity\", id=\"006_crm_00418\", fields={\"StageName\":\"Technical Evaluation\",\"NextStep\":\"Deliver SOC-2\"})"}},{"episode_id":"crm_00418","actor":"rep_14","timestamp":"2026-02-08T00:55:00.000Z","source":"salesforce","event_type":"follow_up_scheduled","object":"record:crm_00418:06","content":"Follow-up calendar invite and automated reminder scheduled for Vanguard Financial team on 2026-03-24","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})","http_status":200,"latency_ms":171,"raw_payload":"{\"calendar_event_id\":\"cal_crm_00418\",\"status\":\"confirmed\",\"htmlLink\":\"https://calendar.google.com/event?eid=...\"}","calendar_event_id":"cal_crm_00418","follow_up_date":"2026-03-24","notification_channel":"slack"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"google_calendar.events.insert(calendarId=\"primary\", event={\"summary\":\"Vanguard Financial Infosec Review\",\"start\":\"2026-03-24T15:00:00Z\"})"}},{"episode_id":"crm_00418","actor":"rep_14","timestamp":"2026-02-08T01:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00418:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00418)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00418\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":208,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00418\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00419","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-01-17T12:32:00.000Z","closed_at":"2026-01-17T13:12:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($433k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00419","actor":"rep_32","timestamp":"2026-01-17T12:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00419:00","content":"Operational trigger received from hubspot for Acme Health Systems ($433k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":135,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$433k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00419","actor":"rep_32","timestamp":"2026-01-17T12:36:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00419:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00419\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":47,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00419\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00419","actor":"rep_32","timestamp":"2026-01-17T12:40:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00419:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":238,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00419\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00419","actor":"rep_32","timestamp":"2026-01-17T13:05:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00419:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":157,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00419","actor":"rep_32","timestamp":"2026-01-17T12:56:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00419:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":308,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00419","actor":"rep_32","timestamp":"2026-01-17T13:02:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00419:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":124,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00419","actor":"rep_32","timestamp":"2026-01-17T13:32:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00419:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00419\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":207,"raw_payload":"{\"note_id\":\"nt_crm_00419\",\"attached_to\":\"hs_crm_00419\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00419\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00419","actor":"rep_32","timestamp":"2026-01-17T13:28:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00419:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=326892)","http_status":200,"latency_ms":174,"raw_payload":"{\"dealId\":\"dl_crm_00419\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=326892)"}},{"episode_id":"crm_00419","actor":"rep_32","timestamp":"2026-01-17T13:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00419:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00419)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00419\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":99,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00419\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00420","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-03-19T22:13:00.000Z","closed_at":"2026-03-19T22:37:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($103k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00420","actor":"rep_19","timestamp":"2026-03-19T22:13:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00420:00","content":"Operational trigger received from hubspot for Apex Retail Group ($103k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":156,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$103k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00420","actor":"rep_19","timestamp":"2026-03-19T22:18:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00420:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00420\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":68,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00420\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00420","actor":"rep_19","timestamp":"2026-03-19T22:29:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00420:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":188,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00420\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00420","actor":"rep_19","timestamp":"2026-03-19T22:40:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00420:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":123,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00420","actor":"rep_19","timestamp":"2026-03-19T22:49:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00420:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":313,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00420","actor":"rep_19","timestamp":"2026-03-19T23:08:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00420:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":68,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00420","actor":"rep_19","timestamp":"2026-03-19T22:49:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00420:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00420\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":116,"raw_payload":"{\"note_id\":\"nt_crm_00420\",\"attached_to\":\"hs_crm_00420\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00420\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00420","actor":"rep_19","timestamp":"2026-03-19T23:16:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00420:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=223699)","http_status":200,"latency_ms":322,"raw_payload":"{\"dealId\":\"dl_crm_00420\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=223699)"}},{"episode_id":"crm_00420","actor":"rep_19","timestamp":"2026-03-19T22:37:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00420:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00420)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00420\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":168,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00420\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00421","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-01-17T17:35:00.000Z","closed_at":"2026-01-17T18:47:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($406k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00421","actor":"rep_19","timestamp":"2026-01-17T17:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00421:00","content":"Operational trigger received from hubspot for Apex Retail Group ($406k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":144,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$406k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00421","actor":"rep_19","timestamp":"2026-01-17T17:39:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00421:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00421\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":242,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00421\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00421","actor":"rep_19","timestamp":"2026-01-17T17:41:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00421:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":276,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00421\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00421","actor":"rep_19","timestamp":"2026-01-17T17:50:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00421:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":205,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00421","actor":"rep_19","timestamp":"2026-01-17T17:51:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00421:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":249,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00421","actor":"rep_19","timestamp":"2026-01-17T17:50:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00421:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":173,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00421","actor":"rep_19","timestamp":"2026-01-17T18:23:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00421:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00421\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":132,"raw_payload":"{\"note_id\":\"nt_crm_00421\",\"attached_to\":\"hs_crm_00421\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00421\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00421","actor":"rep_19","timestamp":"2026-01-17T17:56:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00421:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=88462)","http_status":200,"latency_ms":335,"raw_payload":"{\"dealId\":\"dl_crm_00421\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=88462)"}},{"episode_id":"crm_00421","actor":"rep_19","timestamp":"2026-01-17T18:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00421:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00421)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00421\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00421\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00422","actor":"rep_32","actor_name":"Liam O'Connor","company":"Beacon Energy","opened_at":"2026-03-23T05:35:00.000Z","closed_at":"2026-03-23T06:15:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($453k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00422","actor":"rep_32","timestamp":"2026-03-23T05:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00422:00","content":"Operational trigger received from hubspot for Beacon Energy ($453k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":116,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$453k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00422","actor":"rep_32","timestamp":"2026-03-23T05:42:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00422:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00422\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":133,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00422\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00422","actor":"rep_32","timestamp":"2026-03-23T05:45:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00422:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":230,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00422\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00422","actor":"rep_32","timestamp":"2026-03-23T05:47:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00422:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":263,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00422","actor":"rep_32","timestamp":"2026-03-23T06:07:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00422:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":202,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00422","actor":"rep_32","timestamp":"2026-03-23T06:20:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00422:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":271,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00422","actor":"rep_32","timestamp":"2026-03-23T06:17:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00422:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00422\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":331,"raw_payload":"{\"note_id\":\"nt_crm_00422\",\"attached_to\":\"hs_crm_00422\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00422\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00422","actor":"rep_32","timestamp":"2026-03-23T06:10:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00422:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=435644)","http_status":200,"latency_ms":216,"raw_payload":"{\"dealId\":\"dl_crm_00422\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=435644)"}},{"episode_id":"crm_00422","actor":"rep_32","timestamp":"2026-03-23T06:15:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00422:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00422)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00422\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":164,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00422\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00423","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-03-27T11:59:00.000Z","closed_at":"2026-03-27T13:27:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($291k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00423","actor":"rep_09","timestamp":"2026-03-27T11:59:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00423:00","content":"Operational trigger received from hubspot for NovaBio Labs ($291k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":267,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$291k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00423","actor":"rep_09","timestamp":"2026-03-27T12:05:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00423:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00423\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":98,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00423\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00423","actor":"rep_09","timestamp":"2026-03-27T12:17:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00423:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":169,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00423\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00423","actor":"rep_09","timestamp":"2026-03-27T12:08:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00423:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":207,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00423","actor":"rep_09","timestamp":"2026-03-27T12:11:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00423:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":95,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00423","actor":"rep_09","timestamp":"2026-03-27T12:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00423:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":154,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00423","actor":"rep_09","timestamp":"2026-03-27T12:23:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00423:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00423\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":175,"raw_payload":"{\"note_id\":\"nt_crm_00423\",\"attached_to\":\"hs_crm_00423\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00423\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00423","actor":"rep_09","timestamp":"2026-03-27T12:55:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00423:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=341658)","http_status":200,"latency_ms":193,"raw_payload":"{\"dealId\":\"dl_crm_00423\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=341658)"}},{"episode_id":"crm_00423","actor":"rep_09","timestamp":"2026-03-27T13:27:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00423:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00423)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00423\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":250,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00423\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00424","actor":"rep_11","actor_name":"David Kim","company":"Beacon Energy","opened_at":"2026-03-28T09:07:00.000Z","closed_at":"2026-03-28T10:11:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($297k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00424","actor":"rep_11","timestamp":"2026-03-28T09:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00424:00","content":"Operational trigger received from hubspot for Beacon Energy ($297k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$297k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00424","actor":"rep_11","timestamp":"2026-03-28T09:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00424:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00424\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":216,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00424\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00424","actor":"rep_11","timestamp":"2026-03-28T09:21:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00424:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":90,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00424\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00424","actor":"rep_11","timestamp":"2026-03-28T09:37:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00424:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":231,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00424","actor":"rep_11","timestamp":"2026-03-28T09:51:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00424:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":193,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00424","actor":"rep_11","timestamp":"2026-03-28T09:27:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00424:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":125,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00424","actor":"rep_11","timestamp":"2026-03-28T09:55:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00424:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00424\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":123,"raw_payload":"{\"note_id\":\"nt_crm_00424\",\"attached_to\":\"hs_crm_00424\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00424\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00424","actor":"rep_11","timestamp":"2026-03-28T09:28:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00424:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=102495)","http_status":200,"latency_ms":311,"raw_payload":"{\"dealId\":\"dl_crm_00424\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=102495)"}},{"episode_id":"crm_00424","actor":"rep_11","timestamp":"2026-03-28T10:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00424:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00424)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00424\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00424\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00425","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-01-20T06:18:00.000Z","closed_at":"2026-01-20T07:38:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($299k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00425","actor":"rep_19","timestamp":"2026-01-20T06:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00425:00","content":"Operational trigger received from hubspot for Sentinel Networks ($299k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":162,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$299k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00425","actor":"rep_19","timestamp":"2026-01-20T06:28:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00425:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00425\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":157,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00425\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00425","actor":"rep_19","timestamp":"2026-01-20T06:26:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00425:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":134,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00425\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00425","actor":"rep_19","timestamp":"2026-01-20T06:39:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00425:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":177,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00425","actor":"rep_19","timestamp":"2026-01-20T06:34:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00425:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":273,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00425","actor":"rep_19","timestamp":"2026-01-20T06:33:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00425:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":172,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00425","actor":"rep_19","timestamp":"2026-01-20T07:24:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00425:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00425\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":191,"raw_payload":"{\"note_id\":\"nt_crm_00425\",\"attached_to\":\"hs_crm_00425\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00425\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00425","actor":"rep_19","timestamp":"2026-01-20T06:39:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00425:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=95653)","http_status":200,"latency_ms":179,"raw_payload":"{\"dealId\":\"dl_crm_00425\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=95653)"}},{"episode_id":"crm_00425","actor":"rep_19","timestamp":"2026-01-20T07:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00425:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00425)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00425\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00425\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00426","actor":"rep_19","actor_name":"James Wilson","company":"NovaBio Labs","opened_at":"2026-01-06T18:18:00.000Z","closed_at":"2026-01-06T18:42:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($173k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00426","actor":"rep_19","timestamp":"2026-01-06T18:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00426:00","content":"Operational trigger received from hubspot for NovaBio Labs ($173k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":243,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$173k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00426","actor":"rep_19","timestamp":"2026-01-06T18:22:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00426:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00426\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":231,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00426\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00426","actor":"rep_19","timestamp":"2026-01-06T18:40:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00426:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":188,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00426\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00426","actor":"rep_19","timestamp":"2026-01-06T18:30:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00426:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":338,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00426","actor":"rep_19","timestamp":"2026-01-06T19:02:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00426:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":279,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00426","actor":"rep_19","timestamp":"2026-01-06T18:58:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00426:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":119,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00426","actor":"rep_19","timestamp":"2026-01-06T19:24:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00426:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00426\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":190,"raw_payload":"{\"note_id\":\"nt_crm_00426\",\"attached_to\":\"hs_crm_00426\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00426\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00426","actor":"rep_19","timestamp":"2026-01-06T19:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00426:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=55702)","http_status":200,"latency_ms":229,"raw_payload":"{\"dealId\":\"dl_crm_00426\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=55702)"}},{"episode_id":"crm_00426","actor":"rep_19","timestamp":"2026-01-06T18:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00426:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00426)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00426\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":200,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00426\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00427","actor":"rep_01","actor_name":"Sarah Chen","company":"Pinnacle Media","opened_at":"2026-01-18T16:14:00.000Z","closed_at":"2026-01-18T17:10:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($270k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00427","actor":"rep_01","timestamp":"2026-01-18T16:14:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00427:00","content":"Operational trigger received from hubspot for Pinnacle Media ($270k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$270k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00427","actor":"rep_01","timestamp":"2026-01-18T16:22:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00427:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00427\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":151,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00427\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00427","actor":"rep_01","timestamp":"2026-01-18T16:28:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00427:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":269,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00427\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00427","actor":"rep_01","timestamp":"2026-01-18T16:35:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00427:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":232,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00427","actor":"rep_01","timestamp":"2026-01-18T16:42:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00427:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":324,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00427","actor":"rep_01","timestamp":"2026-01-18T17:09:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00427:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":113,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00427","actor":"rep_01","timestamp":"2026-01-18T16:38:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00427:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00427\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":291,"raw_payload":"{\"note_id\":\"nt_crm_00427\",\"attached_to\":\"hs_crm_00427\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00427\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00427","actor":"rep_01","timestamp":"2026-01-18T17:24:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00427:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=69470)","http_status":200,"latency_ms":322,"raw_payload":"{\"dealId\":\"dl_crm_00427\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=69470)"}},{"episode_id":"crm_00427","actor":"rep_01","timestamp":"2026-01-18T17:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00427:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00427)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00427\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":178,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00427\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00428","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-03-07T21:29:00.000Z","closed_at":"2026-03-07T22:57:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($179k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00428","actor":"rep_14","timestamp":"2026-03-07T21:29:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00428:00","content":"Operational trigger received from hubspot for CloudScale Data ($179k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":73,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$179k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00428","actor":"rep_14","timestamp":"2026-03-07T21:40:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00428:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00428\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":215,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00428\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00428","actor":"rep_14","timestamp":"2026-03-07T21:39:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00428:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":299,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00428\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00428","actor":"rep_14","timestamp":"2026-03-07T21:41:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00428:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":190,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00428","actor":"rep_14","timestamp":"2026-03-07T21:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00428:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":178,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00428","actor":"rep_14","timestamp":"2026-03-07T22:14:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00428:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":183,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00428","actor":"rep_14","timestamp":"2026-03-07T21:59:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00428:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00428\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":187,"raw_payload":"{\"note_id\":\"nt_crm_00428\",\"attached_to\":\"hs_crm_00428\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00428\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00428","actor":"rep_14","timestamp":"2026-03-07T22:32:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00428:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=85045)","http_status":200,"latency_ms":223,"raw_payload":"{\"dealId\":\"dl_crm_00428\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=85045)"}},{"episode_id":"crm_00428","actor":"rep_14","timestamp":"2026-03-07T22:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00428:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00428)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00428\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":236,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00428\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00429","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-03-11T05:07:00.000Z","closed_at":"2026-03-11T06:19:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($368k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00429","actor":"rep_31","timestamp":"2026-03-11T05:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00429:00","content":"Operational trigger received from hubspot for Beacon Energy ($368k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$368k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00429","actor":"rep_31","timestamp":"2026-03-11T05:15:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00429:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00429\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":61,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00429\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00429","actor":"rep_31","timestamp":"2026-03-11T05:23:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00429:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":304,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00429\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00429","actor":"rep_31","timestamp":"2026-03-11T05:34:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00429:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":120,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00429","actor":"rep_31","timestamp":"2026-03-11T05:19:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00429:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":142,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00429","actor":"rep_31","timestamp":"2026-03-11T05:52:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00429:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":117,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00429","actor":"rep_31","timestamp":"2026-03-11T05:37:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00429:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00429\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":96,"raw_payload":"{\"note_id\":\"nt_crm_00429\",\"attached_to\":\"hs_crm_00429\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00429\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00429","actor":"rep_31","timestamp":"2026-03-11T06:17:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00429:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=462057)","http_status":200,"latency_ms":247,"raw_payload":"{\"dealId\":\"dl_crm_00429\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=462057)"}},{"episode_id":"crm_00429","actor":"rep_31","timestamp":"2026-03-11T06:19:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00429:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00429)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00429\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00429\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00430","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-02-18T08:09:00.000Z","closed_at":"2026-02-18T08:49:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($438k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00430","actor":"rep_25","timestamp":"2026-02-18T08:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00430:00","content":"Operational trigger received from hubspot for Nexus AI ($438k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$438k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00430","actor":"rep_25","timestamp":"2026-02-18T08:12:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00430:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00430\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":152,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00430\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00430","actor":"rep_25","timestamp":"2026-02-18T08:15:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00430:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":258,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00430\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00430","actor":"rep_25","timestamp":"2026-02-18T08:42:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00430:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":124,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00430","actor":"rep_25","timestamp":"2026-02-18T08:21:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00430:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":285,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00430","actor":"rep_25","timestamp":"2026-02-18T08:39:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00430:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":53,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00430","actor":"rep_25","timestamp":"2026-02-18T08:33:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00430:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00430\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":143,"raw_payload":"{\"note_id\":\"nt_crm_00430\",\"attached_to\":\"hs_crm_00430\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00430\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00430","actor":"rep_25","timestamp":"2026-02-18T08:58:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00430:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=147279)","http_status":200,"latency_ms":224,"raw_payload":"{\"dealId\":\"dl_crm_00430\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=147279)"}},{"episode_id":"crm_00430","actor":"rep_25","timestamp":"2026-02-18T08:49:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00430:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00430)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00430\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00430\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00431","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-03-08T10:07:00.000Z","closed_at":"2026-03-08T11:03:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($427k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00431","actor":"rep_01","timestamp":"2026-03-08T10:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00431:00","content":"Operational trigger received from hubspot for Stripe Technologies ($427k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":258,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$427k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00431","actor":"rep_01","timestamp":"2026-03-08T10:16:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00431:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00431\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":238,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00431\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00431","actor":"rep_01","timestamp":"2026-03-08T10:13:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00431:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":226,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00431\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00431","actor":"rep_01","timestamp":"2026-03-08T10:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00431:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":327,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00431","actor":"rep_01","timestamp":"2026-03-08T10:51:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00431:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":117,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00431","actor":"rep_01","timestamp":"2026-03-08T10:27:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00431:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":205,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00431","actor":"rep_01","timestamp":"2026-03-08T10:37:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00431:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00431\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":120,"raw_payload":"{\"note_id\":\"nt_crm_00431\",\"attached_to\":\"hs_crm_00431\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00431\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00431","actor":"rep_01","timestamp":"2026-03-08T10:35:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00431:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=268327)","http_status":200,"latency_ms":146,"raw_payload":"{\"dealId\":\"dl_crm_00431\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=268327)"}},{"episode_id":"crm_00431","actor":"rep_01","timestamp":"2026-03-08T11:03:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00431:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00431)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00431\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00431\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00432","actor":"rep_06","actor_name":"Marcus Vance","company":"Sentinel Networks","opened_at":"2026-02-13T08:57:00.000Z","closed_at":"2026-02-13T09:37:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($450k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00432","actor":"rep_06","timestamp":"2026-02-13T08:57:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00432:00","content":"Operational trigger received from hubspot for Sentinel Networks ($450k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":189,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$450k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00432","actor":"rep_06","timestamp":"2026-02-13T09:04:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00432:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00432\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":121,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00432\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00432","actor":"rep_06","timestamp":"2026-02-13T09:09:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00432:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":302,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00432\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00432","actor":"rep_06","timestamp":"2026-02-13T09:27:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00432:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":273,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00432","actor":"rep_06","timestamp":"2026-02-13T09:17:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00432:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":233,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00432","actor":"rep_06","timestamp":"2026-02-13T09:12:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00432:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":151,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00432","actor":"rep_06","timestamp":"2026-02-13T09:51:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00432:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00432\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":199,"raw_payload":"{\"note_id\":\"nt_crm_00432\",\"attached_to\":\"hs_crm_00432\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00432\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00432","actor":"rep_06","timestamp":"2026-02-13T09:18:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00432:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=463233)","http_status":200,"latency_ms":241,"raw_payload":"{\"dealId\":\"dl_crm_00432\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=463233)"}},{"episode_id":"crm_00432","actor":"rep_06","timestamp":"2026-02-13T09:37:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00432:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00432)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00432\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00432\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00433","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-01-27T22:13:00.000Z","closed_at":"2026-01-27T23:41:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($329k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00433","actor":"rep_14","timestamp":"2026-01-27T22:13:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00433:00","content":"Operational trigger received from hubspot for Beacon Energy ($329k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":122,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$329k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00433","actor":"rep_14","timestamp":"2026-01-27T22:20:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00433:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00433\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":271,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00433\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00433","actor":"rep_14","timestamp":"2026-01-27T22:31:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00433:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":303,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00433\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00433","actor":"rep_14","timestamp":"2026-01-27T22:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00433:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":149,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00433","actor":"rep_14","timestamp":"2026-01-27T22:29:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00433:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":204,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00433","actor":"rep_14","timestamp":"2026-01-27T22:53:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00433:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":93,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00433","actor":"rep_14","timestamp":"2026-01-27T22:37:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00433:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00433\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":307,"raw_payload":"{\"note_id\":\"nt_crm_00433\",\"attached_to\":\"hs_crm_00433\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00433\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00433","actor":"rep_14","timestamp":"2026-01-27T23:02:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00433:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=282909)","http_status":200,"latency_ms":284,"raw_payload":"{\"dealId\":\"dl_crm_00433\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=282909)"}},{"episode_id":"crm_00433","actor":"rep_14","timestamp":"2026-01-27T23:41:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00433:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00433)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00433\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":130,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00433\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00434","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-02-07T02:47:00.000Z","closed_at":"2026-02-07T03:59:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($240k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00434","actor":"rep_32","timestamp":"2026-02-07T02:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00434:00","content":"Operational trigger received from hubspot for Vertex Cyber ($240k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":54,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$240k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00434","actor":"rep_32","timestamp":"2026-02-07T02:54:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00434:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00434\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":236,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00434\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00434","actor":"rep_32","timestamp":"2026-02-07T03:09:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00434:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":296,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00434\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00434","actor":"rep_32","timestamp":"2026-02-07T03:17:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00434:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":228,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00434","actor":"rep_32","timestamp":"2026-02-07T02:59:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00434:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":237,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00434","actor":"rep_32","timestamp":"2026-02-07T03:12:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00434:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":227,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00434","actor":"rep_32","timestamp":"2026-02-07T03:17:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00434:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00434\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":129,"raw_payload":"{\"note_id\":\"nt_crm_00434\",\"attached_to\":\"hs_crm_00434\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00434\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00434","actor":"rep_32","timestamp":"2026-02-07T03:50:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00434:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=90130)","http_status":200,"latency_ms":342,"raw_payload":"{\"dealId\":\"dl_crm_00434\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=90130)"}},{"episode_id":"crm_00434","actor":"rep_32","timestamp":"2026-02-07T03:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00434:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00434)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00434\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":217,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00434\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00435","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-02-06T14:46:00.000Z","closed_at":"2026-02-06T15:58:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($345k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00435","actor":"rep_09","timestamp":"2026-02-06T14:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00435:00","content":"Operational trigger received from hubspot for NovaBio Labs ($345k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":282,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$345k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00435","actor":"rep_09","timestamp":"2026-02-06T14:54:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00435:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00435\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":126,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00435\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00435","actor":"rep_09","timestamp":"2026-02-06T15:00:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00435:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":233,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00435\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00435","actor":"rep_09","timestamp":"2026-02-06T14:55:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00435:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":301,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00435","actor":"rep_09","timestamp":"2026-02-06T15:02:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00435:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":139,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00435","actor":"rep_09","timestamp":"2026-02-06T15:41:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00435:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":56,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00435","actor":"rep_09","timestamp":"2026-02-06T15:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00435:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00435\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":287,"raw_payload":"{\"note_id\":\"nt_crm_00435\",\"attached_to\":\"hs_crm_00435\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00435\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00435","actor":"rep_09","timestamp":"2026-02-06T15:07:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00435:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=131275)","http_status":200,"latency_ms":243,"raw_payload":"{\"dealId\":\"dl_crm_00435\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=131275)"}},{"episode_id":"crm_00435","actor":"rep_09","timestamp":"2026-02-06T15:58:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00435:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00435)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00435\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":245,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00435\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00436","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-03-12T04:01:00.000Z","closed_at":"2026-03-12T05:29:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($268k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00436","actor":"rep_37","timestamp":"2026-03-12T04:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00436:00","content":"Operational trigger received from hubspot for CloudScale Data ($268k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":186,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$268k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00436","actor":"rep_37","timestamp":"2026-03-12T04:12:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00436:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00436\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":262,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00436\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00436","actor":"rep_37","timestamp":"2026-03-12T04:15:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00436:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":81,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00436\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00436","actor":"rep_37","timestamp":"2026-03-12T04:13:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00436:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":304,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00436","actor":"rep_37","timestamp":"2026-03-12T04:45:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00436:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":226,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00436","actor":"rep_37","timestamp":"2026-03-12T04:56:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00436:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":131,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00436","actor":"rep_37","timestamp":"2026-03-12T04:25:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00436:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00436\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":239,"raw_payload":"{\"note_id\":\"nt_crm_00436\",\"attached_to\":\"hs_crm_00436\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00436\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00436","actor":"rep_37","timestamp":"2026-03-12T04:36:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00436:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=166252)","http_status":200,"latency_ms":308,"raw_payload":"{\"dealId\":\"dl_crm_00436\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=166252)"}},{"episode_id":"crm_00436","actor":"rep_37","timestamp":"2026-03-12T05:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00436:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00436)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00436\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":224,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00436\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00437","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-01-21T13:06:00.000Z","closed_at":"2026-01-21T14:34:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($192k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00437","actor":"rep_19","timestamp":"2026-01-21T13:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00437:00","content":"Operational trigger received from hubspot for Apex Retail Group ($192k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":66,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$192k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00437","actor":"rep_19","timestamp":"2026-01-21T13:17:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00437:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00437\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":59,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00437\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00437","actor":"rep_19","timestamp":"2026-01-21T13:22:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00437:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":201,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00437\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00437","actor":"rep_19","timestamp":"2026-01-21T13:27:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00437:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":223,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00437","actor":"rep_19","timestamp":"2026-01-21T13:34:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00437:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":139,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00437","actor":"rep_19","timestamp":"2026-01-21T13:46:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00437:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":70,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00437","actor":"rep_19","timestamp":"2026-01-21T13:24:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00437:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00437\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":319,"raw_payload":"{\"note_id\":\"nt_crm_00437\",\"attached_to\":\"hs_crm_00437\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00437\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00437","actor":"rep_19","timestamp":"2026-01-21T14:09:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00437:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=200685)","http_status":200,"latency_ms":223,"raw_payload":"{\"dealId\":\"dl_crm_00437\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=200685)"}},{"episode_id":"crm_00437","actor":"rep_19","timestamp":"2026-01-21T14:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00437:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00437)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00437\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":144,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00437\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00438","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-03-12T21:40:00.000Z","closed_at":"2026-03-12T22:04:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($445k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00438","actor":"rep_01","timestamp":"2026-03-12T21:40:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00438:00","content":"Operational trigger received from hubspot for CloudScale Data ($445k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":100,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$445k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00438","actor":"rep_01","timestamp":"2026-03-12T21:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00438:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00438\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":125,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00438\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00438","actor":"rep_01","timestamp":"2026-03-12T21:52:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00438:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":155,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00438\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00438","actor":"rep_01","timestamp":"2026-03-12T22:13:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00438:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":137,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00438","actor":"rep_01","timestamp":"2026-03-12T22:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00438:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":310,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00438","actor":"rep_01","timestamp":"2026-03-12T22:00:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00438:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":68,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00438","actor":"rep_01","timestamp":"2026-03-12T22:10:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00438:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00438\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":128,"raw_payload":"{\"note_id\":\"nt_crm_00438\",\"attached_to\":\"hs_crm_00438\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00438\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00438","actor":"rep_01","timestamp":"2026-03-12T22:15:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00438:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=408812)","http_status":200,"latency_ms":120,"raw_payload":"{\"dealId\":\"dl_crm_00438\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=408812)"}},{"episode_id":"crm_00438","actor":"rep_01","timestamp":"2026-03-12T22:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00438:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00438)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00438\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":208,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00438\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00439","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-03-01T04:34:00.000Z","closed_at":"2026-03-01T05:38:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($400k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00439","actor":"rep_31","timestamp":"2026-03-01T04:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00439:00","content":"Operational trigger received from hubspot for NovaBio Labs ($400k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":186,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$400k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00439","actor":"rep_31","timestamp":"2026-03-01T04:40:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00439:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00439\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":167,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00439\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00439","actor":"rep_31","timestamp":"2026-03-01T04:42:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00439:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":137,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00439\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00439","actor":"rep_31","timestamp":"2026-03-01T05:07:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00439:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":306,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00439","actor":"rep_31","timestamp":"2026-03-01T05:14:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00439:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":175,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00439","actor":"rep_31","timestamp":"2026-03-01T05:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00439:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":201,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00439","actor":"rep_31","timestamp":"2026-03-01T05:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00439:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00439\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":255,"raw_payload":"{\"note_id\":\"nt_crm_00439\",\"attached_to\":\"hs_crm_00439\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00439\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00439","actor":"rep_31","timestamp":"2026-03-01T05:44:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00439:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=173173)","http_status":200,"latency_ms":168,"raw_payload":"{\"dealId\":\"dl_crm_00439\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=173173)"}},{"episode_id":"crm_00439","actor":"rep_31","timestamp":"2026-03-01T05:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00439:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00439)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00439\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00439\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00440","actor":"rep_31","actor_name":"Aisha Taylor","company":"Acme Health Systems","opened_at":"2026-03-04T19:48:00.000Z","closed_at":"2026-03-04T20:44:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($274k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00440","actor":"rep_31","timestamp":"2026-03-04T19:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00440:00","content":"Operational trigger received from hubspot for Acme Health Systems ($274k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$274k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00440","actor":"rep_31","timestamp":"2026-03-04T19:59:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00440:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00440\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":259,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00440\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00440","actor":"rep_31","timestamp":"2026-03-04T19:56:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00440:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":309,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00440\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00440","actor":"rep_31","timestamp":"2026-03-04T20:09:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00440:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":172,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00440","actor":"rep_31","timestamp":"2026-03-04T20:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00440:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":285,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00440","actor":"rep_31","timestamp":"2026-03-04T20:08:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00440:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":171,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00440","actor":"rep_31","timestamp":"2026-03-04T20:30:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00440:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00440\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":114,"raw_payload":"{\"note_id\":\"nt_crm_00440\",\"attached_to\":\"hs_crm_00440\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00440\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00440","actor":"rep_31","timestamp":"2026-03-04T20:23:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00440:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=173165)","http_status":200,"latency_ms":235,"raw_payload":"{\"dealId\":\"dl_crm_00440\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=173165)"}},{"episode_id":"crm_00440","actor":"rep_31","timestamp":"2026-03-04T20:44:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00440:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00440)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00440\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":187,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00440\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00441","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-02-20T23:28:00.000Z","closed_at":"2026-02-20T23:52:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($181k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00441","actor":"rep_20","timestamp":"2026-02-20T23:28:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00441:00","content":"Operational trigger received from hubspot for Acme Health Systems ($181k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":265,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$181k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00441","actor":"rep_20","timestamp":"2026-02-20T23:37:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00441:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00441\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":264,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00441\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00441","actor":"rep_20","timestamp":"2026-02-20T23:48:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00441:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":314,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00441\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00441","actor":"rep_20","timestamp":"2026-02-20T23:58:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00441:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":205,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00441","actor":"rep_20","timestamp":"2026-02-20T23:52:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00441:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":267,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00441","actor":"rep_20","timestamp":"2026-02-20T23:48:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00441:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":134,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00441","actor":"rep_20","timestamp":"2026-02-20T23:58:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00441:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00441\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":228,"raw_payload":"{\"note_id\":\"nt_crm_00441\",\"attached_to\":\"hs_crm_00441\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00441\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00441","actor":"rep_20","timestamp":"2026-02-21T00:31:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00441:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=167520)","http_status":200,"latency_ms":146,"raw_payload":"{\"dealId\":\"dl_crm_00441\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=167520)"}},{"episode_id":"crm_00441","actor":"rep_20","timestamp":"2026-02-20T23:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00441:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00441)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00441\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":76,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00441\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00442","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-03-23T01:02:00.000Z","closed_at":"2026-03-23T02:06:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($448k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00442","actor":"rep_11","timestamp":"2026-03-23T01:02:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00442:00","content":"Operational trigger received from hubspot for Pinnacle Media ($448k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":218,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$448k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00442","actor":"rep_11","timestamp":"2026-03-23T01:12:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00442:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00442\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":255,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00442\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00442","actor":"rep_11","timestamp":"2026-03-23T01:12:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00442:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":305,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00442\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00442","actor":"rep_11","timestamp":"2026-03-23T01:29:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00442:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":179,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00442","actor":"rep_11","timestamp":"2026-03-23T01:18:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00442:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":157,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00442","actor":"rep_11","timestamp":"2026-03-23T01:17:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00442:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":277,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00442","actor":"rep_11","timestamp":"2026-03-23T01:56:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00442:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00442\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":252,"raw_payload":"{\"note_id\":\"nt_crm_00442\",\"attached_to\":\"hs_crm_00442\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00442\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00442","actor":"rep_11","timestamp":"2026-03-23T01:37:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00442:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=257668)","http_status":200,"latency_ms":284,"raw_payload":"{\"dealId\":\"dl_crm_00442\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=257668)"}},{"episode_id":"crm_00442","actor":"rep_11","timestamp":"2026-03-23T02:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00442:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00442)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00442\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":215,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00442\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00443","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-03-06T05:08:00.000Z","closed_at":"2026-03-06T05:56:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($295k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00443","actor":"rep_31","timestamp":"2026-03-06T05:08:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00443:00","content":"Operational trigger received from hubspot for Nexus AI ($295k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$295k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00443","actor":"rep_31","timestamp":"2026-03-06T05:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00443:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00443\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":140,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00443\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00443","actor":"rep_31","timestamp":"2026-03-06T05:30:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00443:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":246,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00443\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00443","actor":"rep_31","timestamp":"2026-03-06T05:35:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00443:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":145,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00443","actor":"rep_31","timestamp":"2026-03-06T05:20:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00443:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":204,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00443","actor":"rep_31","timestamp":"2026-03-06T05:23:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00443:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":99,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00443","actor":"rep_31","timestamp":"2026-03-06T05:44:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00443:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00443\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":220,"raw_payload":"{\"note_id\":\"nt_crm_00443\",\"attached_to\":\"hs_crm_00443\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00443\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00443","actor":"rep_31","timestamp":"2026-03-06T06:04:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00443:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=307076)","http_status":200,"latency_ms":132,"raw_payload":"{\"dealId\":\"dl_crm_00443\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=307076)"}},{"episode_id":"crm_00443","actor":"rep_31","timestamp":"2026-03-06T05:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00443:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00443)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00443\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":197,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00443\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00444","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-01-02T14:01:00.000Z","closed_at":"2026-01-02T15:05:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($339k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00444","actor":"rep_11","timestamp":"2026-01-02T14:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00444:00","content":"Operational trigger received from hubspot for Acme Health Systems ($339k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":245,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$339k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00444","actor":"rep_11","timestamp":"2026-01-02T14:05:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00444:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00444\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":189,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00444\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00444","actor":"rep_11","timestamp":"2026-01-02T14:17:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00444:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":257,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00444\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00444","actor":"rep_11","timestamp":"2026-01-02T14:19:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00444:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":301,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00444","actor":"rep_11","timestamp":"2026-01-02T14:41:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00444:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":140,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00444","actor":"rep_11","timestamp":"2026-01-02T14:36:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00444:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":67,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00444","actor":"rep_11","timestamp":"2026-01-02T14:25:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00444:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00444\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":168,"raw_payload":"{\"note_id\":\"nt_crm_00444\",\"attached_to\":\"hs_crm_00444\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00444\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00444","actor":"rep_11","timestamp":"2026-01-02T14:50:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00444:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=325829)","http_status":200,"latency_ms":242,"raw_payload":"{\"dealId\":\"dl_crm_00444\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=325829)"}},{"episode_id":"crm_00444","actor":"rep_11","timestamp":"2026-01-02T15:05:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00444:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00444)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00444\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":168,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00444\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00445","actor":"rep_31","actor_name":"Aisha Taylor","company":"Meridian Logistics","opened_at":"2026-02-19T07:30:00.000Z","closed_at":"2026-02-19T08:10:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($458k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00445","actor":"rep_31","timestamp":"2026-02-19T07:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00445:00","content":"Operational trigger received from hubspot for Meridian Logistics ($458k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$458k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00445","actor":"rep_31","timestamp":"2026-02-19T07:33:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00445:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00445\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":262,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00445\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00445","actor":"rep_31","timestamp":"2026-02-19T07:42:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00445:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":85,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00445\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00445","actor":"rep_31","timestamp":"2026-02-19T07:51:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00445:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":173,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00445","actor":"rep_31","timestamp":"2026-02-19T07:58:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00445:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":122,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00445","actor":"rep_31","timestamp":"2026-02-19T07:45:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00445:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":213,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00445","actor":"rep_31","timestamp":"2026-02-19T08:30:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00445:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00445\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":332,"raw_payload":"{\"note_id\":\"nt_crm_00445\",\"attached_to\":\"hs_crm_00445\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00445\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00445","actor":"rep_31","timestamp":"2026-02-19T08:40:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00445:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=76461)","http_status":200,"latency_ms":192,"raw_payload":"{\"dealId\":\"dl_crm_00445\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=76461)"}},{"episode_id":"crm_00445","actor":"rep_31","timestamp":"2026-02-19T08:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00445:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00445)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00445\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":110,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00445\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00446","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-02-05T00:50:00.000Z","closed_at":"2026-02-05T01:30:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($128k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00446","actor":"rep_19","timestamp":"2026-02-05T00:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00446:00","content":"Operational trigger received from hubspot for Apex Retail Group ($128k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$128k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00446","actor":"rep_19","timestamp":"2026-02-05T00:57:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00446:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00446\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":179,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00446\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00446","actor":"rep_19","timestamp":"2026-02-05T01:04:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00446:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":206,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00446\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00446","actor":"rep_19","timestamp":"2026-02-05T00:59:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00446:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":307,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00446","actor":"rep_19","timestamp":"2026-02-05T01:14:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00446:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":295,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00446","actor":"rep_19","timestamp":"2026-02-05T01:40:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00446:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":57,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00446","actor":"rep_19","timestamp":"2026-02-05T01:44:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00446:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00446\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":220,"raw_payload":"{\"note_id\":\"nt_crm_00446\",\"attached_to\":\"hs_crm_00446\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00446\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00446","actor":"rep_19","timestamp":"2026-02-05T01:18:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00446:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=329169)","http_status":200,"latency_ms":144,"raw_payload":"{\"dealId\":\"dl_crm_00446\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=329169)"}},{"episode_id":"crm_00446","actor":"rep_19","timestamp":"2026-02-05T01:30:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00446:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00446)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00446\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00446\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00447","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-02-23T16:17:00.000Z","closed_at":"2026-02-23T17:37:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($260k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00447","actor":"rep_06","timestamp":"2026-02-23T16:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00447:00","content":"Operational trigger received from hubspot for CloudScale Data ($260k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":152,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$260k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00447","actor":"rep_06","timestamp":"2026-02-23T16:21:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00447:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00447\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":270,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00447\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00447","actor":"rep_06","timestamp":"2026-02-23T16:33:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00447:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":217,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00447\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00447","actor":"rep_06","timestamp":"2026-02-23T16:38:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00447:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":294,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00447","actor":"rep_06","timestamp":"2026-02-23T17:01:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00447:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":133,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00447","actor":"rep_06","timestamp":"2026-02-23T16:47:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00447:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":271,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00447","actor":"rep_06","timestamp":"2026-02-23T16:41:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00447:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00447\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":239,"raw_payload":"{\"note_id\":\"nt_crm_00447\",\"attached_to\":\"hs_crm_00447\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00447\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00447","actor":"rep_06","timestamp":"2026-02-23T17:27:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00447:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=108639)","http_status":200,"latency_ms":160,"raw_payload":"{\"dealId\":\"dl_crm_00447\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=108639)"}},{"episode_id":"crm_00447","actor":"rep_06","timestamp":"2026-02-23T17:37:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00447:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00447)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00447\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":253,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00447\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00448","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-02-14T06:39:00.000Z","closed_at":"2026-02-14T07:59:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($188k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00448","actor":"rep_01","timestamp":"2026-02-14T06:39:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00448:00","content":"Operational trigger received from hubspot for Apex Retail Group ($188k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$188k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00448","actor":"rep_01","timestamp":"2026-02-14T06:44:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00448:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00448\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":48,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00448\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00448","actor":"rep_01","timestamp":"2026-02-14T06:47:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00448:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":212,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00448\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00448","actor":"rep_01","timestamp":"2026-02-14T06:51:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00448:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":263,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00448","actor":"rep_01","timestamp":"2026-02-14T06:59:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00448:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":272,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00448","actor":"rep_01","timestamp":"2026-02-14T07:14:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00448:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":267,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00448","actor":"rep_01","timestamp":"2026-02-14T07:03:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00448:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00448\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":163,"raw_payload":"{\"note_id\":\"nt_crm_00448\",\"attached_to\":\"hs_crm_00448\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00448\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00448","actor":"rep_01","timestamp":"2026-02-14T07:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00448:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=175345)","http_status":200,"latency_ms":196,"raw_payload":"{\"dealId\":\"dl_crm_00448\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=175345)"}},{"episode_id":"crm_00448","actor":"rep_01","timestamp":"2026-02-14T07:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00448:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00448)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00448\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":182,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00448\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00449","actor":"rep_32","actor_name":"Liam O'Connor","company":"Sentinel Networks","opened_at":"2026-02-19T03:38:00.000Z","closed_at":"2026-02-19T04:26:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($140k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00449","actor":"rep_32","timestamp":"2026-02-19T03:38:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00449:00","content":"Operational trigger received from hubspot for Sentinel Networks ($140k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":281,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$140k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00449","actor":"rep_32","timestamp":"2026-02-19T03:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00449:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00449\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":275,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00449\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00449","actor":"rep_32","timestamp":"2026-02-19T03:44:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00449:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":94,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00449\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00449","actor":"rep_32","timestamp":"2026-02-19T03:47:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00449:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":228,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00449","actor":"rep_32","timestamp":"2026-02-19T03:54:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00449:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":264,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00449","actor":"rep_32","timestamp":"2026-02-19T04:13:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00449:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":213,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00449","actor":"rep_32","timestamp":"2026-02-19T04:44:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00449:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00449\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":257,"raw_payload":"{\"note_id\":\"nt_crm_00449\",\"attached_to\":\"hs_crm_00449\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00449\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00449","actor":"rep_32","timestamp":"2026-02-19T04:13:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00449:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=85496)","http_status":200,"latency_ms":188,"raw_payload":"{\"dealId\":\"dl_crm_00449\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=85496)"}},{"episode_id":"crm_00449","actor":"rep_32","timestamp":"2026-02-19T04:26:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00449:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00449)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00449\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":123,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00449\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00450","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-03-09T19:04:00.000Z","closed_at":"2026-03-09T19:44:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($109k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00450","actor":"rep_09","timestamp":"2026-03-09T19:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00450:00","content":"Operational trigger received from hubspot for Pinnacle Media ($109k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":148,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$109k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00450","actor":"rep_09","timestamp":"2026-03-09T19:08:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00450:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00450\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":65,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00450\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00450","actor":"rep_09","timestamp":"2026-03-09T19:18:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00450:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":236,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00450\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00450","actor":"rep_09","timestamp":"2026-03-09T19:28:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00450:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":178,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00450","actor":"rep_09","timestamp":"2026-03-09T19:24:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00450:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":208,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00450","actor":"rep_09","timestamp":"2026-03-09T19:54:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00450:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":222,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00450","actor":"rep_09","timestamp":"2026-03-09T19:28:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00450:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00450\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":186,"raw_payload":"{\"note_id\":\"nt_crm_00450\",\"attached_to\":\"hs_crm_00450\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00450\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00450","actor":"rep_09","timestamp":"2026-03-09T19:32:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00450:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=312371)","http_status":200,"latency_ms":116,"raw_payload":"{\"dealId\":\"dl_crm_00450\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=312371)"}},{"episode_id":"crm_00450","actor":"rep_09","timestamp":"2026-03-09T19:44:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00450:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00450)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00450\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00450\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00451","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-02-03T01:08:00.000Z","closed_at":"2026-02-03T01:56:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($245k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00451","actor":"rep_01","timestamp":"2026-02-03T01:08:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00451:00","content":"Operational trigger received from hubspot for Vertex Cyber ($245k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$245k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00451","actor":"rep_01","timestamp":"2026-02-03T01:13:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00451:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00451\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":98,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00451\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00451","actor":"rep_01","timestamp":"2026-02-03T01:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00451:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":219,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00451\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00451","actor":"rep_01","timestamp":"2026-02-03T01:23:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00451:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":193,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00451","actor":"rep_01","timestamp":"2026-02-03T01:40:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00451:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":279,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00451","actor":"rep_01","timestamp":"2026-02-03T01:58:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00451:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":176,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00451","actor":"rep_01","timestamp":"2026-02-03T01:56:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00451:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00451\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":192,"raw_payload":"{\"note_id\":\"nt_crm_00451\",\"attached_to\":\"hs_crm_00451\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00451\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00451","actor":"rep_01","timestamp":"2026-02-03T01:43:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00451:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=349380)","http_status":200,"latency_ms":263,"raw_payload":"{\"dealId\":\"dl_crm_00451\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=349380)"}},{"episode_id":"crm_00451","actor":"rep_01","timestamp":"2026-02-03T01:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00451:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00451)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00451\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":126,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00451\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00452","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-02-12T22:07:00.000Z","closed_at":"2026-02-12T22:39:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($91k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00452","actor":"rep_20","timestamp":"2026-02-12T22:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00452:00","content":"Operational trigger received from hubspot for Sentinel Networks ($91k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$91k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00452","actor":"rep_20","timestamp":"2026-02-12T22:17:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00452:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00452\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":203,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00452\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00452","actor":"rep_20","timestamp":"2026-02-12T22:25:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00452:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":156,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00452\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00452","actor":"rep_20","timestamp":"2026-02-12T22:16:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00452:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":291,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00452","actor":"rep_20","timestamp":"2026-02-12T22:23:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00452:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":91,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00452","actor":"rep_20","timestamp":"2026-02-12T22:42:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00452:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":57,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00452","actor":"rep_20","timestamp":"2026-02-12T22:37:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00452:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00452\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":327,"raw_payload":"{\"note_id\":\"nt_crm_00452\",\"attached_to\":\"hs_crm_00452\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00452\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00452","actor":"rep_20","timestamp":"2026-02-12T23:03:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00452:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=448399)","http_status":200,"latency_ms":269,"raw_payload":"{\"dealId\":\"dl_crm_00452\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=448399)"}},{"episode_id":"crm_00452","actor":"rep_20","timestamp":"2026-02-12T22:39:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00452:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00452)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00452\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00452\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00453","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-02-10T19:37:00.000Z","closed_at":"2026-02-10T20:09:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($431k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00453","actor":"rep_06","timestamp":"2026-02-10T19:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00453:00","content":"Operational trigger received from hubspot for Meridian Logistics ($431k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":64,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$431k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00453","actor":"rep_06","timestamp":"2026-02-10T19:43:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00453:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00453\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":210,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00453\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00453","actor":"rep_06","timestamp":"2026-02-10T19:47:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00453:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":180,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00453\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00453","actor":"rep_06","timestamp":"2026-02-10T19:52:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00453:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":303,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00453","actor":"rep_06","timestamp":"2026-02-10T20:17:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00453:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":263,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00453","actor":"rep_06","timestamp":"2026-02-10T20:02:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00453:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":145,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00453","actor":"rep_06","timestamp":"2026-02-10T20:37:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00453:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00453\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":297,"raw_payload":"{\"note_id\":\"nt_crm_00453\",\"attached_to\":\"hs_crm_00453\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00453\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00453","actor":"rep_06","timestamp":"2026-02-10T20:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00453:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=211077)","http_status":200,"latency_ms":156,"raw_payload":"{\"dealId\":\"dl_crm_00453\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=211077)"}},{"episode_id":"crm_00453","actor":"rep_06","timestamp":"2026-02-10T20:09:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00453:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00453)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00453\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":214,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00453\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00454","actor":"rep_31","actor_name":"Aisha Taylor","company":"Aura Therapeutics","opened_at":"2026-03-25T12:46:00.000Z","closed_at":"2026-03-25T13:50:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($130k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00454","actor":"rep_31","timestamp":"2026-03-25T12:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00454:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($130k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":231,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$130k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00454","actor":"rep_31","timestamp":"2026-03-25T12:55:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00454:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00454\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":91,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00454\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00454","actor":"rep_31","timestamp":"2026-03-25T12:56:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00454:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":201,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00454\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00454","actor":"rep_31","timestamp":"2026-03-25T13:04:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00454:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":238,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00454","actor":"rep_31","timestamp":"2026-03-25T12:58:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00454:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":314,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00454","actor":"rep_31","timestamp":"2026-03-25T13:06:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00454:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":112,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00454","actor":"rep_31","timestamp":"2026-03-25T13:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00454:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00454\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":193,"raw_payload":"{\"note_id\":\"nt_crm_00454\",\"attached_to\":\"hs_crm_00454\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00454\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00454","actor":"rep_31","timestamp":"2026-03-25T13:49:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00454:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=156161)","http_status":200,"latency_ms":161,"raw_payload":"{\"dealId\":\"dl_crm_00454\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=156161)"}},{"episode_id":"crm_00454","actor":"rep_31","timestamp":"2026-03-25T13:50:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00454:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00454)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00454\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":203,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00454\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00455","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-01-16T21:23:00.000Z","closed_at":"2026-01-16T22:35:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($167k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00455","actor":"rep_11","timestamp":"2026-01-16T21:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00455:00","content":"Operational trigger received from hubspot for Acme Health Systems ($167k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":156,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$167k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00455","actor":"rep_11","timestamp":"2026-01-16T21:29:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00455:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00455\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":186,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00455\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00455","actor":"rep_11","timestamp":"2026-01-16T21:41:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00455:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":273,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00455\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00455","actor":"rep_11","timestamp":"2026-01-16T21:56:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00455:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":240,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00455","actor":"rep_11","timestamp":"2026-01-16T21:39:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00455:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":199,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00455","actor":"rep_11","timestamp":"2026-01-16T21:38:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00455:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":94,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00455","actor":"rep_11","timestamp":"2026-01-16T22:23:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00455:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00455\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":295,"raw_payload":"{\"note_id\":\"nt_crm_00455\",\"attached_to\":\"hs_crm_00455\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00455\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00455","actor":"rep_11","timestamp":"2026-01-16T21:58:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00455:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=206141)","http_status":200,"latency_ms":208,"raw_payload":"{\"dealId\":\"dl_crm_00455\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=206141)"}},{"episode_id":"crm_00455","actor":"rep_11","timestamp":"2026-01-16T22:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00455:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00455)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00455\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":246,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00455\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00456","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-03-10T04:50:00.000Z","closed_at":"2026-03-10T05:14:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($77k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00456","actor":"rep_11","timestamp":"2026-03-10T04:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00456:00","content":"Operational trigger received from hubspot for Vertex Cyber ($77k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":258,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$77k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00456","actor":"rep_11","timestamp":"2026-03-10T04:55:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00456:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00456\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":159,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00456\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00456","actor":"rep_11","timestamp":"2026-03-10T04:56:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00456:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":141,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00456\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00456","actor":"rep_11","timestamp":"2026-03-10T05:02:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00456:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":291,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00456","actor":"rep_11","timestamp":"2026-03-10T05:02:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00456:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":228,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00456","actor":"rep_11","timestamp":"2026-03-10T05:10:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00456:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":73,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00456","actor":"rep_11","timestamp":"2026-03-10T05:50:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00456:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00456\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":252,"raw_payload":"{\"note_id\":\"nt_crm_00456\",\"attached_to\":\"hs_crm_00456\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00456\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00456","actor":"rep_11","timestamp":"2026-03-10T05:39:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00456:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=376142)","http_status":200,"latency_ms":230,"raw_payload":"{\"dealId\":\"dl_crm_00456\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=376142)"}},{"episode_id":"crm_00456","actor":"rep_11","timestamp":"2026-03-10T05:14:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00456:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00456)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00456\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":232,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00456\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00457","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-01-27T17:34:00.000Z","closed_at":"2026-01-27T18:54:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($67k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00457","actor":"rep_14","timestamp":"2026-01-27T17:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00457:00","content":"Operational trigger received from hubspot for Pinnacle Media ($67k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":129,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$67k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00457","actor":"rep_14","timestamp":"2026-01-27T17:45:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00457:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00457\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":199,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00457\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00457","actor":"rep_14","timestamp":"2026-01-27T17:54:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00457:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":212,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00457\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00457","actor":"rep_14","timestamp":"2026-01-27T17:49:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00457:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":275,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00457","actor":"rep_14","timestamp":"2026-01-27T17:58:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00457:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":220,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00457","actor":"rep_14","timestamp":"2026-01-27T17:54:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00457:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":211,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00457","actor":"rep_14","timestamp":"2026-01-27T18:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00457:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00457\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":113,"raw_payload":"{\"note_id\":\"nt_crm_00457\",\"attached_to\":\"hs_crm_00457\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00457\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00457","actor":"rep_14","timestamp":"2026-01-27T18:51:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00457:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=321584)","http_status":200,"latency_ms":270,"raw_payload":"{\"dealId\":\"dl_crm_00457\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=321584)"}},{"episode_id":"crm_00457","actor":"rep_14","timestamp":"2026-01-27T18:54:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00457:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00457)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00457\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":108,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00457\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00458","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-02-06T15:11:00.000Z","closed_at":"2026-02-06T16:23:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($228k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00458","actor":"rep_14","timestamp":"2026-02-06T15:11:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00458:00","content":"Operational trigger received from hubspot for NovaBio Labs ($228k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":277,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$228k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00458","actor":"rep_14","timestamp":"2026-02-06T15:15:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00458:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00458\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":125,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00458\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00458","actor":"rep_14","timestamp":"2026-02-06T15:25:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00458:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":82,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00458\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00458","actor":"rep_14","timestamp":"2026-02-06T15:26:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00458:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":334,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00458","actor":"rep_14","timestamp":"2026-02-06T15:27:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00458:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":214,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00458","actor":"rep_14","timestamp":"2026-02-06T16:06:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00458:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":180,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00458","actor":"rep_14","timestamp":"2026-02-06T16:11:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00458:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00458\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":107,"raw_payload":"{\"note_id\":\"nt_crm_00458\",\"attached_to\":\"hs_crm_00458\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00458\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00458","actor":"rep_14","timestamp":"2026-02-06T16:28:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00458:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=57169)","http_status":200,"latency_ms":221,"raw_payload":"{\"dealId\":\"dl_crm_00458\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=57169)"}},{"episode_id":"crm_00458","actor":"rep_14","timestamp":"2026-02-06T16:23:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00458:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00458)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00458\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":278,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00458\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00459","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-02-22T04:48:00.000Z","closed_at":"2026-02-22T05:36:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($448k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00459","actor":"rep_37","timestamp":"2026-02-22T04:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00459:00","content":"Operational trigger received from hubspot for CloudScale Data ($448k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":284,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$448k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00459","actor":"rep_37","timestamp":"2026-02-22T04:52:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00459:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00459\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":65,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00459\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00459","actor":"rep_37","timestamp":"2026-02-22T05:02:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00459:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":104,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00459\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00459","actor":"rep_37","timestamp":"2026-02-22T05:18:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00459:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":174,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00459","actor":"rep_37","timestamp":"2026-02-22T05:32:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00459:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":310,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00459","actor":"rep_37","timestamp":"2026-02-22T05:03:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00459:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":136,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00459","actor":"rep_37","timestamp":"2026-02-22T05:30:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00459:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00459\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":172,"raw_payload":"{\"note_id\":\"nt_crm_00459\",\"attached_to\":\"hs_crm_00459\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00459\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00459","actor":"rep_37","timestamp":"2026-02-22T05:37:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00459:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=401850)","http_status":200,"latency_ms":186,"raw_payload":"{\"dealId\":\"dl_crm_00459\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=401850)"}},{"episode_id":"crm_00459","actor":"rep_37","timestamp":"2026-02-22T05:36:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00459:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00459)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00459\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":195,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00459\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00460","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-03-10T18:09:00.000Z","closed_at":"2026-03-10T19:37:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($186k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00460","actor":"rep_19","timestamp":"2026-03-10T18:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00460:00","content":"Operational trigger received from hubspot for Apex Retail Group ($186k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$186k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00460","actor":"rep_19","timestamp":"2026-03-10T18:16:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00460:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00460\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":149,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00460\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00460","actor":"rep_19","timestamp":"2026-03-10T18:27:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00460:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":182,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00460\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00460","actor":"rep_19","timestamp":"2026-03-10T18:42:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00460:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":176,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00460","actor":"rep_19","timestamp":"2026-03-10T18:45:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00460:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":189,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00460","actor":"rep_19","timestamp":"2026-03-10T18:49:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00460:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":61,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00460","actor":"rep_19","timestamp":"2026-03-10T18:51:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00460:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00460\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":106,"raw_payload":"{\"note_id\":\"nt_crm_00460\",\"attached_to\":\"hs_crm_00460\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00460\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00460","actor":"rep_19","timestamp":"2026-03-10T19:19:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00460:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=97333)","http_status":200,"latency_ms":182,"raw_payload":"{\"dealId\":\"dl_crm_00460\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=97333)"}},{"episode_id":"crm_00460","actor":"rep_19","timestamp":"2026-03-10T19:37:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00460:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00460)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00460\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":129,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00460\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00461","actor":"rep_31","actor_name":"Aisha Taylor","company":"Stripe Technologies","opened_at":"2026-02-13T13:04:00.000Z","closed_at":"2026-02-13T13:44:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($56k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00461","actor":"rep_31","timestamp":"2026-02-13T13:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00461:00","content":"Operational trigger received from hubspot for Stripe Technologies ($56k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$56k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00461","actor":"rep_31","timestamp":"2026-02-13T13:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00461:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00461\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":255,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00461\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00461","actor":"rep_31","timestamp":"2026-02-13T13:20:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00461:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":303,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00461\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00461","actor":"rep_31","timestamp":"2026-02-13T13:28:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00461:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":291,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00461","actor":"rep_31","timestamp":"2026-02-13T13:28:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00461:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":201,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00461","actor":"rep_31","timestamp":"2026-02-13T13:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00461:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":75,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00461","actor":"rep_31","timestamp":"2026-02-13T13:34:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00461:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00461\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":318,"raw_payload":"{\"note_id\":\"nt_crm_00461\",\"attached_to\":\"hs_crm_00461\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00461\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00461","actor":"rep_31","timestamp":"2026-02-13T14:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00461:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=63966)","http_status":200,"latency_ms":211,"raw_payload":"{\"dealId\":\"dl_crm_00461\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=63966)"}},{"episode_id":"crm_00461","actor":"rep_31","timestamp":"2026-02-13T13:44:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00461:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00461)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00461\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":108,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00461\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00462","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-01-24T06:34:00.000Z","closed_at":"2026-01-24T07:38:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($152k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00462","actor":"rep_19","timestamp":"2026-01-24T06:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00462:00","content":"Operational trigger received from hubspot for CloudScale Data ($152k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$152k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00462","actor":"rep_19","timestamp":"2026-01-24T06:43:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00462:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00462\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":100,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00462\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00462","actor":"rep_19","timestamp":"2026-01-24T06:40:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00462:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":180,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00462\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00462","actor":"rep_19","timestamp":"2026-01-24T06:58:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00462:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":258,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00462","actor":"rep_19","timestamp":"2026-01-24T07:06:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00462:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":292,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00462","actor":"rep_19","timestamp":"2026-01-24T07:04:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00462:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":161,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00462","actor":"rep_19","timestamp":"2026-01-24T07:40:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00462:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00462\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":198,"raw_payload":"{\"note_id\":\"nt_crm_00462\",\"attached_to\":\"hs_crm_00462\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00462\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00462","actor":"rep_19","timestamp":"2026-01-24T07:51:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00462:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=165610)","http_status":200,"latency_ms":189,"raw_payload":"{\"dealId\":\"dl_crm_00462\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=165610)"}},{"episode_id":"crm_00462","actor":"rep_19","timestamp":"2026-01-24T07:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00462:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00462)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00462\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":64,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00462\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00463","actor":"rep_11","actor_name":"David Kim","company":"Aura Therapeutics","opened_at":"2026-02-19T06:29:00.000Z","closed_at":"2026-02-19T07:01:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($153k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00463","actor":"rep_11","timestamp":"2026-02-19T06:29:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00463:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($153k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":268,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$153k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00463","actor":"rep_11","timestamp":"2026-02-19T06:36:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00463:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00463\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":124,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00463\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00463","actor":"rep_11","timestamp":"2026-02-19T06:47:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00463:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":278,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00463\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00463","actor":"rep_11","timestamp":"2026-02-19T06:59:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00463:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":308,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00463","actor":"rep_11","timestamp":"2026-02-19T06:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00463:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":241,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00463","actor":"rep_11","timestamp":"2026-02-19T06:49:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00463:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":160,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00463","actor":"rep_11","timestamp":"2026-02-19T07:23:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00463:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00463\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":325,"raw_payload":"{\"note_id\":\"nt_crm_00463\",\"attached_to\":\"hs_crm_00463\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00463\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00463","actor":"rep_11","timestamp":"2026-02-19T07:25:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00463:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=448074)","http_status":200,"latency_ms":209,"raw_payload":"{\"dealId\":\"dl_crm_00463\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=448074)"}},{"episode_id":"crm_00463","actor":"rep_11","timestamp":"2026-02-19T07:01:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00463:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00463)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00463\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":164,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00463\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00464","actor":"rep_09","actor_name":"Elena Rostova","company":"Vertex Cyber","opened_at":"2026-02-09T08:13:00.000Z","closed_at":"2026-02-09T08:53:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($155k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00464","actor":"rep_09","timestamp":"2026-02-09T08:13:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00464:00","content":"Operational trigger received from hubspot for Vertex Cyber ($155k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$155k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00464","actor":"rep_09","timestamp":"2026-02-09T08:24:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00464:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00464\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":215,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00464\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00464","actor":"rep_09","timestamp":"2026-02-09T08:21:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00464:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":269,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00464\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00464","actor":"rep_09","timestamp":"2026-02-09T08:37:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00464:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":259,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00464","actor":"rep_09","timestamp":"2026-02-09T08:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00464:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":267,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00464","actor":"rep_09","timestamp":"2026-02-09T08:33:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00464:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":253,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00464","actor":"rep_09","timestamp":"2026-02-09T09:13:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00464:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00464\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":235,"raw_payload":"{\"note_id\":\"nt_crm_00464\",\"attached_to\":\"hs_crm_00464\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00464\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00464","actor":"rep_09","timestamp":"2026-02-09T09:23:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00464:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=453113)","http_status":200,"latency_ms":267,"raw_payload":"{\"dealId\":\"dl_crm_00464\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=453113)"}},{"episode_id":"crm_00464","actor":"rep_09","timestamp":"2026-02-09T08:53:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00464:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00464)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00464\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":262,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00464\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00465","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-03-09T22:53:00.000Z","closed_at":"2026-03-09T23:33:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($391k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00465","actor":"rep_09","timestamp":"2026-03-09T22:53:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00465:00","content":"Operational trigger received from hubspot for NovaBio Labs ($391k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":81,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$391k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00465","actor":"rep_09","timestamp":"2026-03-09T22:58:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00465:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00465\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":138,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00465\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00465","actor":"rep_09","timestamp":"2026-03-09T22:59:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00465:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":80,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00465\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00465","actor":"rep_09","timestamp":"2026-03-09T23:26:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00465:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":221,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00465","actor":"rep_09","timestamp":"2026-03-09T23:05:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00465:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":217,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00465","actor":"rep_09","timestamp":"2026-03-09T23:43:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00465:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":66,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00465","actor":"rep_09","timestamp":"2026-03-09T23:47:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00465:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00465\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":131,"raw_payload":"{\"note_id\":\"nt_crm_00465\",\"attached_to\":\"hs_crm_00465\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00465\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00465","actor":"rep_09","timestamp":"2026-03-09T23:42:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00465:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=230841)","http_status":200,"latency_ms":185,"raw_payload":"{\"dealId\":\"dl_crm_00465\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=230841)"}},{"episode_id":"crm_00465","actor":"rep_09","timestamp":"2026-03-09T23:33:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00465:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00465)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00465\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":62,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00465\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00466","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-01-13T10:29:00.000Z","closed_at":"2026-01-13T11:41:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($322k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00466","actor":"rep_37","timestamp":"2026-01-13T10:29:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00466:00","content":"Operational trigger received from hubspot for CloudScale Data ($322k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":79,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$322k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00466","actor":"rep_37","timestamp":"2026-01-13T10:34:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00466:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00466\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":70,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00466\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00466","actor":"rep_37","timestamp":"2026-01-13T10:41:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00466:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":207,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00466\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00466","actor":"rep_37","timestamp":"2026-01-13T10:53:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00466:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":346,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00466","actor":"rep_37","timestamp":"2026-01-13T11:01:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00466:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":284,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00466","actor":"rep_37","timestamp":"2026-01-13T10:49:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00466:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":110,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00466","actor":"rep_37","timestamp":"2026-01-13T11:05:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00466:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00466\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":272,"raw_payload":"{\"note_id\":\"nt_crm_00466\",\"attached_to\":\"hs_crm_00466\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00466\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00466","actor":"rep_37","timestamp":"2026-01-13T11:11:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00466:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=266963)","http_status":200,"latency_ms":247,"raw_payload":"{\"dealId\":\"dl_crm_00466\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=266963)"}},{"episode_id":"crm_00466","actor":"rep_37","timestamp":"2026-01-13T11:41:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00466:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00466)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00466\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":103,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00466\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00467","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-02-02T16:54:00.000Z","closed_at":"2026-02-02T18:22:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($219k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00467","actor":"rep_37","timestamp":"2026-02-02T16:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00467:00","content":"Operational trigger received from hubspot for Catalyst Software ($219k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":226,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$219k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00467","actor":"rep_37","timestamp":"2026-02-02T17:04:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00467:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00467\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":112,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00467\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00467","actor":"rep_37","timestamp":"2026-02-02T17:04:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00467:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":191,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00467\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00467","actor":"rep_37","timestamp":"2026-02-02T17:24:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00467:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":202,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00467","actor":"rep_37","timestamp":"2026-02-02T17:14:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00467:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":107,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00467","actor":"rep_37","timestamp":"2026-02-02T17:44:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00467:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":156,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00467","actor":"rep_37","timestamp":"2026-02-02T17:30:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00467:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00467\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":270,"raw_payload":"{\"note_id\":\"nt_crm_00467\",\"attached_to\":\"hs_crm_00467\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00467\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00467","actor":"rep_37","timestamp":"2026-02-02T17:50:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00467:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=107572)","http_status":200,"latency_ms":226,"raw_payload":"{\"dealId\":\"dl_crm_00467\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=107572)"}},{"episode_id":"crm_00467","actor":"rep_37","timestamp":"2026-02-02T18:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00467:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00467)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00467\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":105,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00467\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00468","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-02-20T11:09:00.000Z","closed_at":"2026-02-20T12:29:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($48k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00468","actor":"rep_25","timestamp":"2026-02-20T11:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00468:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($48k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":228,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$48k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00468","actor":"rep_25","timestamp":"2026-02-20T11:12:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00468:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00468\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":166,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00468\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00468","actor":"rep_25","timestamp":"2026-02-20T11:23:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00468:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":175,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00468\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00468","actor":"rep_25","timestamp":"2026-02-20T11:42:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00468:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":125,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00468","actor":"rep_25","timestamp":"2026-02-20T11:45:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00468:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":221,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00468","actor":"rep_25","timestamp":"2026-02-20T11:59:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00468:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":188,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00468","actor":"rep_25","timestamp":"2026-02-20T12:15:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00468:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00468\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":160,"raw_payload":"{\"note_id\":\"nt_crm_00468\",\"attached_to\":\"hs_crm_00468\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00468\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00468","actor":"rep_25","timestamp":"2026-02-20T11:30:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00468:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=74731)","http_status":200,"latency_ms":215,"raw_payload":"{\"dealId\":\"dl_crm_00468\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=74731)"}},{"episode_id":"crm_00468","actor":"rep_25","timestamp":"2026-02-20T12:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00468:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00468)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00468\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":191,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00468\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00469","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-02-03T15:41:00.000Z","closed_at":"2026-02-03T16:37:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($125k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00469","actor":"rep_19","timestamp":"2026-02-03T15:41:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00469:00","content":"Operational trigger received from hubspot for CloudScale Data ($125k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$125k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00469","actor":"rep_19","timestamp":"2026-02-03T15:44:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00469:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00469\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":54,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00469\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00469","actor":"rep_19","timestamp":"2026-02-03T15:59:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00469:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":306,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00469\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00469","actor":"rep_19","timestamp":"2026-02-03T15:53:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00469:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":122,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00469","actor":"rep_19","timestamp":"2026-02-03T16:25:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00469:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":312,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00469","actor":"rep_19","timestamp":"2026-02-03T16:21:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00469:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":253,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00469","actor":"rep_19","timestamp":"2026-02-03T16:05:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00469:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00469\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":125,"raw_payload":"{\"note_id\":\"nt_crm_00469\",\"attached_to\":\"hs_crm_00469\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00469\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00469","actor":"rep_19","timestamp":"2026-02-03T16:44:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00469:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=350123)","http_status":200,"latency_ms":342,"raw_payload":"{\"dealId\":\"dl_crm_00469\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=350123)"}},{"episode_id":"crm_00469","actor":"rep_19","timestamp":"2026-02-03T16:37:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00469:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00469)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00469\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":177,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00469\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00470","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-03-04T03:55:00.000Z","closed_at":"2026-03-04T04:27:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($437k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00470","actor":"rep_20","timestamp":"2026-03-04T03:55:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00470:00","content":"Operational trigger received from hubspot for Catalyst Software ($437k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":152,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$437k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00470","actor":"rep_20","timestamp":"2026-03-04T04:04:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00470:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00470\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":71,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00470\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00470","actor":"rep_20","timestamp":"2026-03-04T04:13:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00470:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":139,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00470\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00470","actor":"rep_20","timestamp":"2026-03-04T04:07:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00470:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":287,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00470","actor":"rep_20","timestamp":"2026-03-04T04:23:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00470:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":273,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00470","actor":"rep_20","timestamp":"2026-03-04T04:45:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00470:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":172,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00470","actor":"rep_20","timestamp":"2026-03-04T04:37:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00470:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00470\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":166,"raw_payload":"{\"note_id\":\"nt_crm_00470\",\"attached_to\":\"hs_crm_00470\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00470\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00470","actor":"rep_20","timestamp":"2026-03-04T04:23:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00470:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=396822)","http_status":200,"latency_ms":309,"raw_payload":"{\"dealId\":\"dl_crm_00470\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=396822)"}},{"episode_id":"crm_00470","actor":"rep_20","timestamp":"2026-03-04T04:27:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00470:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00470)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00470\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":59,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00470\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00471","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-01-23T14:21:00.000Z","closed_at":"2026-01-23T14:45:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($421k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00471","actor":"rep_37","timestamp":"2026-01-23T14:21:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00471:00","content":"Operational trigger received from hubspot for Stripe Technologies ($421k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":268,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$421k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00471","actor":"rep_37","timestamp":"2026-01-23T14:25:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00471:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00471\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":274,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00471\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00471","actor":"rep_37","timestamp":"2026-01-23T14:29:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00471:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":300,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00471\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00471","actor":"rep_37","timestamp":"2026-01-23T14:54:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00471:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":136,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00471","actor":"rep_37","timestamp":"2026-01-23T14:57:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00471:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":154,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00471","actor":"rep_37","timestamp":"2026-01-23T14:51:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00471:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":102,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00471","actor":"rep_37","timestamp":"2026-01-23T15:15:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00471:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00471\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":133,"raw_payload":"{\"note_id\":\"nt_crm_00471\",\"attached_to\":\"hs_crm_00471\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00471\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00471","actor":"rep_37","timestamp":"2026-01-23T15:24:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00471:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=215383)","http_status":200,"latency_ms":320,"raw_payload":"{\"dealId\":\"dl_crm_00471\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=215383)"}},{"episode_id":"crm_00471","actor":"rep_37","timestamp":"2026-01-23T14:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00471:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00471)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00471\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":100,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00471\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00472","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-01-27T02:27:00.000Z","closed_at":"2026-01-27T03:47:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($217k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00472","actor":"rep_20","timestamp":"2026-01-27T02:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00472:00","content":"Operational trigger received from hubspot for Sentinel Networks ($217k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":231,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$217k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00472","actor":"rep_20","timestamp":"2026-01-27T02:30:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00472:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00472\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":147,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00472\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00472","actor":"rep_20","timestamp":"2026-01-27T02:35:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00472:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":194,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00472\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00472","actor":"rep_20","timestamp":"2026-01-27T02:54:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00472:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":217,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00472","actor":"rep_20","timestamp":"2026-01-27T03:03:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00472:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":236,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00472","actor":"rep_20","timestamp":"2026-01-27T02:57:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00472:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":222,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00472","actor":"rep_20","timestamp":"2026-01-27T02:51:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00472:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00472\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":240,"raw_payload":"{\"note_id\":\"nt_crm_00472\",\"attached_to\":\"hs_crm_00472\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00472\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00472","actor":"rep_20","timestamp":"2026-01-27T03:23:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00472:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=275382)","http_status":200,"latency_ms":172,"raw_payload":"{\"dealId\":\"dl_crm_00472\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=275382)"}},{"episode_id":"crm_00472","actor":"rep_20","timestamp":"2026-01-27T03:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00472:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00472)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00472\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00472\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00473","actor":"rep_06","actor_name":"Marcus Vance","company":"Vanguard Financial","opened_at":"2026-02-12T02:05:00.000Z","closed_at":"2026-02-12T03:09:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($161k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00473","actor":"rep_06","timestamp":"2026-02-12T02:05:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00473:00","content":"Operational trigger received from hubspot for Vanguard Financial ($161k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$161k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00473","actor":"rep_06","timestamp":"2026-02-12T02:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00473:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00473\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":191,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00473\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00473","actor":"rep_06","timestamp":"2026-02-12T02:15:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00473:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":203,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00473\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00473","actor":"rep_06","timestamp":"2026-02-12T02:20:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00473:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":332,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00473","actor":"rep_06","timestamp":"2026-02-12T02:25:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00473:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":175,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00473","actor":"rep_06","timestamp":"2026-02-12T02:55:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00473:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":133,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00473","actor":"rep_06","timestamp":"2026-02-12T02:35:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00473:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00473\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":141,"raw_payload":"{\"note_id\":\"nt_crm_00473\",\"attached_to\":\"hs_crm_00473\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00473\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00473","actor":"rep_06","timestamp":"2026-02-12T02:33:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00473:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=200700)","http_status":200,"latency_ms":296,"raw_payload":"{\"dealId\":\"dl_crm_00473\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=200700)"}},{"episode_id":"crm_00473","actor":"rep_06","timestamp":"2026-02-12T03:09:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00473:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00473)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00473\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00473\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00474","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-03-07T07:08:00.000Z","closed_at":"2026-03-07T08:04:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($173k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00474","actor":"rep_19","timestamp":"2026-03-07T07:08:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00474:00","content":"Operational trigger received from hubspot for Pinnacle Media ($173k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":74,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$173k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00474","actor":"rep_19","timestamp":"2026-03-07T07:18:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00474:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00474\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":226,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00474\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00474","actor":"rep_19","timestamp":"2026-03-07T07:22:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00474:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":226,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00474\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00474","actor":"rep_19","timestamp":"2026-03-07T07:32:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00474:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":210,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00474","actor":"rep_19","timestamp":"2026-03-07T07:48:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00474:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":142,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00474","actor":"rep_19","timestamp":"2026-03-07T07:38:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00474:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":232,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00474","actor":"rep_19","timestamp":"2026-03-07T07:38:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00474:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00474\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":292,"raw_payload":"{\"note_id\":\"nt_crm_00474\",\"attached_to\":\"hs_crm_00474\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00474\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00474","actor":"rep_19","timestamp":"2026-03-07T08:25:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00474:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=129495)","http_status":200,"latency_ms":138,"raw_payload":"{\"dealId\":\"dl_crm_00474\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=129495)"}},{"episode_id":"crm_00474","actor":"rep_19","timestamp":"2026-03-07T08:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00474:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00474)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00474\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":190,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00474\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00475","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-01-17T10:41:00.000Z","closed_at":"2026-01-17T11:21:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($266k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00475","actor":"rep_31","timestamp":"2026-01-17T10:41:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00475:00","content":"Operational trigger received from hubspot for Catalyst Software ($266k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$266k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00475","actor":"rep_31","timestamp":"2026-01-17T10:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00475:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00475\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":271,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00475\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00475","actor":"rep_31","timestamp":"2026-01-17T10:55:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00475:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":110,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00475\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00475","actor":"rep_31","timestamp":"2026-01-17T10:56:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00475:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":259,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00475","actor":"rep_31","timestamp":"2026-01-17T10:57:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00475:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":328,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00475","actor":"rep_31","timestamp":"2026-01-17T11:11:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00475:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":210,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00475","actor":"rep_31","timestamp":"2026-01-17T11:35:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00475:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00475\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":237,"raw_payload":"{\"note_id\":\"nt_crm_00475\",\"attached_to\":\"hs_crm_00475\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00475\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00475","actor":"rep_31","timestamp":"2026-01-17T11:30:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00475:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=207564)","http_status":200,"latency_ms":326,"raw_payload":"{\"dealId\":\"dl_crm_00475\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=207564)"}},{"episode_id":"crm_00475","actor":"rep_31","timestamp":"2026-01-17T11:21:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00475:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00475)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00475\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":80,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00475\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00476","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-01-30T17:48:00.000Z","closed_at":"2026-01-30T18:20:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($245k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00476","actor":"rep_14","timestamp":"2026-01-30T17:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00476:00","content":"Operational trigger received from hubspot for NovaBio Labs ($245k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":158,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$245k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00476","actor":"rep_14","timestamp":"2026-01-30T17:55:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00476:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00476\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":92,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00476\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00476","actor":"rep_14","timestamp":"2026-01-30T18:10:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00476:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":111,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00476\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00476","actor":"rep_14","timestamp":"2026-01-30T17:57:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00476:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":290,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00476","actor":"rep_14","timestamp":"2026-01-30T18:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00476:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":202,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00476","actor":"rep_14","timestamp":"2026-01-30T18:03:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00476:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":197,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00476","actor":"rep_14","timestamp":"2026-01-30T18:36:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00476:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00476\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":309,"raw_payload":"{\"note_id\":\"nt_crm_00476\",\"attached_to\":\"hs_crm_00476\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00476\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00476","actor":"rep_14","timestamp":"2026-01-30T18:44:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00476:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=252576)","http_status":200,"latency_ms":251,"raw_payload":"{\"dealId\":\"dl_crm_00476\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=252576)"}},{"episode_id":"crm_00476","actor":"rep_14","timestamp":"2026-01-30T18:20:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00476:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00476)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00476\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":225,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00476\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00477","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-01-05T16:29:00.000Z","closed_at":"2026-01-05T17:17:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($95k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00477","actor":"rep_31","timestamp":"2026-01-05T16:29:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00477:00","content":"Operational trigger received from hubspot for NovaBio Labs ($95k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":131,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$95k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00477","actor":"rep_31","timestamp":"2026-01-05T16:35:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00477:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00477\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":126,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00477\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00477","actor":"rep_31","timestamp":"2026-01-05T16:41:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00477:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":172,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00477\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00477","actor":"rep_31","timestamp":"2026-01-05T16:38:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00477:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":210,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00477","actor":"rep_31","timestamp":"2026-01-05T16:45:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00477:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":145,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00477","actor":"rep_31","timestamp":"2026-01-05T16:54:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00477:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":140,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00477","actor":"rep_31","timestamp":"2026-01-05T16:47:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00477:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00477\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":282,"raw_payload":"{\"note_id\":\"nt_crm_00477\",\"attached_to\":\"hs_crm_00477\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00477\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00477","actor":"rep_31","timestamp":"2026-01-05T17:46:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00477:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=310403)","http_status":200,"latency_ms":218,"raw_payload":"{\"dealId\":\"dl_crm_00477\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=310403)"}},{"episode_id":"crm_00477","actor":"rep_31","timestamp":"2026-01-05T17:17:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00477:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00477)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00477\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00477\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00478","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-03-31T23:01:00.000Z","closed_at":"2026-03-31T23:33:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($373k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00478","actor":"rep_31","timestamp":"2026-03-31T23:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00478:00","content":"Operational trigger received from hubspot for NovaBio Labs ($373k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":255,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$373k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00478","actor":"rep_31","timestamp":"2026-03-31T23:07:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00478:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00478\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":160,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00478\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00478","actor":"rep_31","timestamp":"2026-03-31T23:17:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00478:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":267,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00478\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00478","actor":"rep_31","timestamp":"2026-03-31T23:22:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00478:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":338,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00478","actor":"rep_31","timestamp":"2026-03-31T23:33:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00478:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":240,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00478","actor":"rep_31","timestamp":"2026-03-31T23:41:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00478:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":135,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00478","actor":"rep_31","timestamp":"2026-03-31T23:49:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00478:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00478\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":326,"raw_payload":"{\"note_id\":\"nt_crm_00478\",\"attached_to\":\"hs_crm_00478\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00478\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00478","actor":"rep_31","timestamp":"2026-03-31T23:57:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00478:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=131792)","http_status":200,"latency_ms":354,"raw_payload":"{\"dealId\":\"dl_crm_00478\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=131792)"}},{"episode_id":"crm_00478","actor":"rep_31","timestamp":"2026-03-31T23:33:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00478:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00478)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00478\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00478\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00479","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-01-14T21:30:00.000Z","closed_at":"2026-01-14T22:42:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($205k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00479","actor":"rep_09","timestamp":"2026-01-14T21:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00479:00","content":"Operational trigger received from hubspot for Stripe Technologies ($205k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":210,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$205k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00479","actor":"rep_09","timestamp":"2026-01-14T21:37:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00479:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00479\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":214,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00479\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00479","actor":"rep_09","timestamp":"2026-01-14T21:52:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00479:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":297,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00479\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00479","actor":"rep_09","timestamp":"2026-01-14T22:00:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00479:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":297,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00479","actor":"rep_09","timestamp":"2026-01-14T22:02:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00479:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":306,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00479","actor":"rep_09","timestamp":"2026-01-14T22:20:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00479:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":184,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00479","actor":"rep_09","timestamp":"2026-01-14T22:12:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00479:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00479\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":265,"raw_payload":"{\"note_id\":\"nt_crm_00479\",\"attached_to\":\"hs_crm_00479\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00479\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00479","actor":"rep_09","timestamp":"2026-01-14T21:51:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00479:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=64600)","http_status":200,"latency_ms":339,"raw_payload":"{\"dealId\":\"dl_crm_00479\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=64600)"}},{"episode_id":"crm_00479","actor":"rep_09","timestamp":"2026-01-14T22:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00479:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00479)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00479\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":246,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00479\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00480","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-02-07T06:37:00.000Z","closed_at":"2026-02-07T08:05:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($439k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00480","actor":"rep_14","timestamp":"2026-02-07T06:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00480:00","content":"Operational trigger received from hubspot for FinTech Global ($439k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$439k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00480","actor":"rep_14","timestamp":"2026-02-07T06:41:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00480:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00480\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":119,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00480\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00480","actor":"rep_14","timestamp":"2026-02-07T06:45:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00480:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":201,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00480\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00480","actor":"rep_14","timestamp":"2026-02-07T07:01:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00480:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":225,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00480","actor":"rep_14","timestamp":"2026-02-07T06:57:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00480:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":283,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00480","actor":"rep_14","timestamp":"2026-02-07T07:22:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00480:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":130,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00480","actor":"rep_14","timestamp":"2026-02-07T07:25:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00480:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00480\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":327,"raw_payload":"{\"note_id\":\"nt_crm_00480\",\"attached_to\":\"hs_crm_00480\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00480\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00480","actor":"rep_14","timestamp":"2026-02-07T07:33:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00480:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=366410)","http_status":200,"latency_ms":226,"raw_payload":"{\"dealId\":\"dl_crm_00480\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=366410)"}},{"episode_id":"crm_00480","actor":"rep_14","timestamp":"2026-02-07T08:05:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00480:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00480)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00480\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":249,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00480\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00481","actor":"rep_20","actor_name":"Maya Patel","company":"Pinnacle Media","opened_at":"2026-02-09T01:22:00.000Z","closed_at":"2026-02-09T02:10:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($149k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00481","actor":"rep_20","timestamp":"2026-02-09T01:22:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00481:00","content":"Operational trigger received from hubspot for Pinnacle Media ($149k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":214,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$149k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00481","actor":"rep_20","timestamp":"2026-02-09T01:31:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00481:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00481\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":148,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00481\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00481","actor":"rep_20","timestamp":"2026-02-09T01:42:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00481:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":159,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00481\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00481","actor":"rep_20","timestamp":"2026-02-09T01:40:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00481:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":138,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00481","actor":"rep_20","timestamp":"2026-02-09T01:38:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00481:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":285,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00481","actor":"rep_20","timestamp":"2026-02-09T02:12:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00481:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":202,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00481","actor":"rep_20","timestamp":"2026-02-09T02:16:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00481:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00481\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":165,"raw_payload":"{\"note_id\":\"nt_crm_00481\",\"attached_to\":\"hs_crm_00481\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00481\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00481","actor":"rep_20","timestamp":"2026-02-09T02:04:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00481:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=323943)","http_status":200,"latency_ms":128,"raw_payload":"{\"dealId\":\"dl_crm_00481\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=323943)"}},{"episode_id":"crm_00481","actor":"rep_20","timestamp":"2026-02-09T02:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00481:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00481)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00481\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":120,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00481\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00482","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-03-08T19:17:00.000Z","closed_at":"2026-03-08T19:49:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($102k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00482","actor":"rep_14","timestamp":"2026-03-08T19:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00482:00","content":"Operational trigger received from hubspot for Apex Retail Group ($102k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":196,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$102k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00482","actor":"rep_14","timestamp":"2026-03-08T19:23:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00482:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00482\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":238,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00482\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00482","actor":"rep_14","timestamp":"2026-03-08T19:27:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00482:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":269,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00482\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00482","actor":"rep_14","timestamp":"2026-03-08T19:26:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00482:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":322,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00482","actor":"rep_14","timestamp":"2026-03-08T19:33:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00482:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":196,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00482","actor":"rep_14","timestamp":"2026-03-08T19:32:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00482:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":208,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00482","actor":"rep_14","timestamp":"2026-03-08T19:53:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00482:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00482\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":240,"raw_payload":"{\"note_id\":\"nt_crm_00482\",\"attached_to\":\"hs_crm_00482\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00482\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00482","actor":"rep_14","timestamp":"2026-03-08T19:59:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00482:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=207683)","http_status":200,"latency_ms":334,"raw_payload":"{\"dealId\":\"dl_crm_00482\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=207683)"}},{"episode_id":"crm_00482","actor":"rep_14","timestamp":"2026-03-08T19:49:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00482:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00482)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00482\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00482\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00483","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-16T15:06:00.000Z","closed_at":"2026-01-16T15:30:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($288k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00483","actor":"rep_20","timestamp":"2026-01-16T15:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00483:00","content":"Operational trigger received from hubspot for Apex Retail Group ($288k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$288k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00483","actor":"rep_20","timestamp":"2026-01-16T15:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00483:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00483\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":281,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00483\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00483","actor":"rep_20","timestamp":"2026-01-16T15:24:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00483:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":278,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00483\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00483","actor":"rep_20","timestamp":"2026-01-16T15:21:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00483:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":195,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00483","actor":"rep_20","timestamp":"2026-01-16T15:50:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00483:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":304,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00483","actor":"rep_20","timestamp":"2026-01-16T15:21:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00483:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":100,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00483","actor":"rep_20","timestamp":"2026-01-16T16:06:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00483:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00483\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":287,"raw_payload":"{\"note_id\":\"nt_crm_00483\",\"attached_to\":\"hs_crm_00483\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00483\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00483","actor":"rep_20","timestamp":"2026-01-16T15:41:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00483:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=251566)","http_status":200,"latency_ms":261,"raw_payload":"{\"dealId\":\"dl_crm_00483\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=251566)"}},{"episode_id":"crm_00483","actor":"rep_20","timestamp":"2026-01-16T15:30:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00483:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00483)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00483\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":123,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00483\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00484","actor":"rep_31","actor_name":"Aisha Taylor","company":"FinTech Global","opened_at":"2026-01-26T06:35:00.000Z","closed_at":"2026-01-26T07:07:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($459k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00484","actor":"rep_31","timestamp":"2026-01-26T06:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00484:00","content":"Operational trigger received from hubspot for FinTech Global ($459k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$459k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00484","actor":"rep_31","timestamp":"2026-01-26T06:42:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00484:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00484\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":219,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00484\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00484","actor":"rep_31","timestamp":"2026-01-26T06:43:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00484:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":107,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00484\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00484","actor":"rep_31","timestamp":"2026-01-26T06:50:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00484:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":226,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00484","actor":"rep_31","timestamp":"2026-01-26T07:07:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00484:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":198,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00484","actor":"rep_31","timestamp":"2026-01-26T06:55:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00484:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":216,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00484","actor":"rep_31","timestamp":"2026-01-26T07:05:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00484:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00484\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":293,"raw_payload":"{\"note_id\":\"nt_crm_00484\",\"attached_to\":\"hs_crm_00484\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00484\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00484","actor":"rep_31","timestamp":"2026-01-26T07:45:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00484:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=54300)","http_status":200,"latency_ms":128,"raw_payload":"{\"dealId\":\"dl_crm_00484\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=54300)"}},{"episode_id":"crm_00484","actor":"rep_31","timestamp":"2026-01-26T07:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00484:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00484)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00484\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":181,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00484\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00485","actor":"rep_25","actor_name":"Carlos Mendez","company":"Meridian Logistics","opened_at":"2026-01-05T06:25:00.000Z","closed_at":"2026-01-05T07:45:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($174k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00485","actor":"rep_25","timestamp":"2026-01-05T06:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00485:00","content":"Operational trigger received from hubspot for Meridian Logistics ($174k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00485","actor":"rep_25","timestamp":"2026-01-05T06:28:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00485:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00485\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":235,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00485\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00485","actor":"rep_25","timestamp":"2026-01-05T06:37:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00485:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":164,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00485\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00485","actor":"rep_25","timestamp":"2026-01-05T06:49:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00485:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":210,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00485","actor":"rep_25","timestamp":"2026-01-05T06:41:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00485:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":241,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00485","actor":"rep_25","timestamp":"2026-01-05T07:10:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00485:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":244,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00485","actor":"rep_25","timestamp":"2026-01-05T07:07:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00485:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00485\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":172,"raw_payload":"{\"note_id\":\"nt_crm_00485\",\"attached_to\":\"hs_crm_00485\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00485\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00485","actor":"rep_25","timestamp":"2026-01-05T07:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00485:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=122363)","http_status":200,"latency_ms":165,"raw_payload":"{\"dealId\":\"dl_crm_00485\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=122363)"}},{"episode_id":"crm_00485","actor":"rep_25","timestamp":"2026-01-05T07:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00485:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00485)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00485\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00485\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00486","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-01-04T11:39:00.000Z","closed_at":"2026-01-04T12:19:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($189k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00486","actor":"rep_09","timestamp":"2026-01-04T11:39:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00486:00","content":"Operational trigger received from hubspot for Beacon Energy ($189k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$189k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00486","actor":"rep_09","timestamp":"2026-01-04T11:45:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00486:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00486\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":77,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00486\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00486","actor":"rep_09","timestamp":"2026-01-04T12:01:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00486:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":252,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00486\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00486","actor":"rep_09","timestamp":"2026-01-04T11:54:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00486:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":184,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00486","actor":"rep_09","timestamp":"2026-01-04T11:51:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00486:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":268,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00486","actor":"rep_09","timestamp":"2026-01-04T12:14:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00486:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":186,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00486","actor":"rep_09","timestamp":"2026-01-04T12:03:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00486:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00486\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":170,"raw_payload":"{\"note_id\":\"nt_crm_00486\",\"attached_to\":\"hs_crm_00486\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00486\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00486","actor":"rep_09","timestamp":"2026-01-04T12:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00486:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=200755)","http_status":200,"latency_ms":125,"raw_payload":"{\"dealId\":\"dl_crm_00486\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=200755)"}},{"episode_id":"crm_00486","actor":"rep_09","timestamp":"2026-01-04T12:19:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00486:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00486)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00486\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00486\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00487","actor":"rep_31","actor_name":"Aisha Taylor","company":"Meridian Logistics","opened_at":"2026-02-16T22:34:00.000Z","closed_at":"2026-02-16T22:58:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($140k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00487","actor":"rep_31","timestamp":"2026-02-16T22:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00487:00","content":"Operational trigger received from hubspot for Meridian Logistics ($140k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":237,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$140k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00487","actor":"rep_31","timestamp":"2026-02-16T22:37:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00487:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00487\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":146,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00487\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00487","actor":"rep_31","timestamp":"2026-02-16T22:44:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00487:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":110,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00487\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00487","actor":"rep_31","timestamp":"2026-02-16T22:46:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00487:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":232,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00487","actor":"rep_31","timestamp":"2026-02-16T23:10:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00487:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":99,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00487","actor":"rep_31","timestamp":"2026-02-16T22:54:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00487:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":160,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00487","actor":"rep_31","timestamp":"2026-02-16T23:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00487:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00487\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":285,"raw_payload":"{\"note_id\":\"nt_crm_00487\",\"attached_to\":\"hs_crm_00487\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00487\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00487","actor":"rep_31","timestamp":"2026-02-16T23:30:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00487:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=237557)","http_status":200,"latency_ms":146,"raw_payload":"{\"dealId\":\"dl_crm_00487\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=237557)"}},{"episode_id":"crm_00487","actor":"rep_31","timestamp":"2026-02-16T22:58:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00487:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00487)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00487\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":110,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00487\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00488","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-03-15T15:07:00.000Z","closed_at":"2026-03-15T15:47:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($347k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00488","actor":"rep_20","timestamp":"2026-03-15T15:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00488:00","content":"Operational trigger received from hubspot for FinTech Global ($347k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$347k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00488","actor":"rep_20","timestamp":"2026-03-15T15:18:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00488:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00488\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":156,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00488\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00488","actor":"rep_20","timestamp":"2026-03-15T15:25:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00488:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":198,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00488\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00488","actor":"rep_20","timestamp":"2026-03-15T15:25:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00488:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":185,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00488","actor":"rep_20","timestamp":"2026-03-15T15:51:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00488:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":223,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00488","actor":"rep_20","timestamp":"2026-03-15T16:02:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00488:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":180,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00488","actor":"rep_20","timestamp":"2026-03-15T15:43:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00488:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00488\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":313,"raw_payload":"{\"note_id\":\"nt_crm_00488\",\"attached_to\":\"hs_crm_00488\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00488\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00488","actor":"rep_20","timestamp":"2026-03-15T15:49:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00488:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=167566)","http_status":200,"latency_ms":142,"raw_payload":"{\"dealId\":\"dl_crm_00488\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=167566)"}},{"episode_id":"crm_00488","actor":"rep_20","timestamp":"2026-03-15T15:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00488:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00488)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00488\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00488\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00489","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-01-22T21:51:00.000Z","closed_at":"2026-01-22T23:19:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($323k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00489","actor":"rep_11","timestamp":"2026-01-22T21:51:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00489:00","content":"Operational trigger received from hubspot for Vanguard Financial ($323k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$323k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00489","actor":"rep_11","timestamp":"2026-01-22T21:57:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00489:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00489\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":231,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00489\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00489","actor":"rep_11","timestamp":"2026-01-22T22:07:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00489:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":205,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00489\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00489","actor":"rep_11","timestamp":"2026-01-22T22:21:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00489:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":211,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00489","actor":"rep_11","timestamp":"2026-01-22T22:27:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00489:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":271,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00489","actor":"rep_11","timestamp":"2026-01-22T22:11:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00489:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":50,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00489","actor":"rep_11","timestamp":"2026-01-22T22:21:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00489:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00489\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":221,"raw_payload":"{\"note_id\":\"nt_crm_00489\",\"attached_to\":\"hs_crm_00489\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00489\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00489","actor":"rep_11","timestamp":"2026-01-22T22:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00489:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=47786)","http_status":200,"latency_ms":300,"raw_payload":"{\"dealId\":\"dl_crm_00489\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=47786)"}},{"episode_id":"crm_00489","actor":"rep_11","timestamp":"2026-01-22T23:19:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00489:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00489)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00489\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00489\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00490","actor":"rep_09","actor_name":"Elena Rostova","company":"Meridian Logistics","opened_at":"2026-02-28T17:04:00.000Z","closed_at":"2026-02-28T18:08:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($437k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00490","actor":"rep_09","timestamp":"2026-02-28T17:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00490:00","content":"Operational trigger received from hubspot for Meridian Logistics ($437k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":260,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$437k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00490","actor":"rep_09","timestamp":"2026-02-28T17:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00490:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00490\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":214,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00490\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00490","actor":"rep_09","timestamp":"2026-02-28T17:24:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00490:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":238,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00490\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00490","actor":"rep_09","timestamp":"2026-02-28T17:19:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00490:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":169,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00490","actor":"rep_09","timestamp":"2026-02-28T17:48:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00490:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":120,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00490","actor":"rep_09","timestamp":"2026-02-28T17:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00490:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":204,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00490","actor":"rep_09","timestamp":"2026-02-28T18:10:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00490:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00490\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":325,"raw_payload":"{\"note_id\":\"nt_crm_00490\",\"attached_to\":\"hs_crm_00490\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00490\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00490","actor":"rep_09","timestamp":"2026-02-28T18:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00490:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=173141)","http_status":200,"latency_ms":198,"raw_payload":"{\"dealId\":\"dl_crm_00490\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=173141)"}},{"episode_id":"crm_00490","actor":"rep_09","timestamp":"2026-02-28T18:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00490:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00490)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00490\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00490\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00491","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-02-23T00:46:00.000Z","closed_at":"2026-02-23T01:18:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($229k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00491","actor":"rep_06","timestamp":"2026-02-23T00:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00491:00","content":"Operational trigger received from hubspot for Meridian Logistics ($229k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":214,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$229k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00491","actor":"rep_06","timestamp":"2026-02-23T00:50:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00491:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00491\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":48,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00491\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00491","actor":"rep_06","timestamp":"2026-02-23T00:52:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00491:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":255,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00491\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00491","actor":"rep_06","timestamp":"2026-02-23T01:07:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00491:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":226,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00491","actor":"rep_06","timestamp":"2026-02-23T01:22:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00491:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":172,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00491","actor":"rep_06","timestamp":"2026-02-23T01:06:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00491:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":257,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00491","actor":"rep_06","timestamp":"2026-02-23T01:34:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00491:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00491\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":323,"raw_payload":"{\"note_id\":\"nt_crm_00491\",\"attached_to\":\"hs_crm_00491\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00491\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00491","actor":"rep_06","timestamp":"2026-02-23T01:42:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00491:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=225653)","http_status":200,"latency_ms":139,"raw_payload":"{\"dealId\":\"dl_crm_00491\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=225653)"}},{"episode_id":"crm_00491","actor":"rep_06","timestamp":"2026-02-23T01:18:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00491:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00491)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00491\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":95,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00491\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00492","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-01-16T11:26:00.000Z","closed_at":"2026-01-16T11:50:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($199k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00492","actor":"rep_06","timestamp":"2026-01-16T11:26:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00492:00","content":"Operational trigger received from hubspot for Acme Health Systems ($199k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$199k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00492","actor":"rep_06","timestamp":"2026-01-16T11:30:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00492:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00492\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":69,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00492\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00492","actor":"rep_06","timestamp":"2026-01-16T11:38:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00492:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":156,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00492\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00492","actor":"rep_06","timestamp":"2026-01-16T11:53:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00492:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":292,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00492","actor":"rep_06","timestamp":"2026-01-16T11:54:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00492:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":317,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00492","actor":"rep_06","timestamp":"2026-01-16T12:21:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00492:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":275,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00492","actor":"rep_06","timestamp":"2026-01-16T11:56:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00492:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00492\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":201,"raw_payload":"{\"note_id\":\"nt_crm_00492\",\"attached_to\":\"hs_crm_00492\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00492\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00492","actor":"rep_06","timestamp":"2026-01-16T11:54:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00492:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=214129)","http_status":200,"latency_ms":145,"raw_payload":"{\"dealId\":\"dl_crm_00492\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=214129)"}},{"episode_id":"crm_00492","actor":"rep_06","timestamp":"2026-01-16T11:50:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00492:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00492)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00492\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":155,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00492\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00493","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-02-25T04:26:00.000Z","closed_at":"2026-02-25T05:22:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($75k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00493","actor":"rep_37","timestamp":"2026-02-25T04:26:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00493:00","content":"Operational trigger received from hubspot for Stripe Technologies ($75k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":158,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$75k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00493","actor":"rep_37","timestamp":"2026-02-25T04:29:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00493:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00493\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":64,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00493\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00493","actor":"rep_37","timestamp":"2026-02-25T04:34:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00493:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":249,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00493\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00493","actor":"rep_37","timestamp":"2026-02-25T04:35:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00493:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":271,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00493","actor":"rep_37","timestamp":"2026-02-25T04:46:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00493:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":160,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00493","actor":"rep_37","timestamp":"2026-02-25T05:01:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00493:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":52,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00493","actor":"rep_37","timestamp":"2026-02-25T05:08:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00493:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00493\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":113,"raw_payload":"{\"note_id\":\"nt_crm_00493\",\"attached_to\":\"hs_crm_00493\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00493\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00493","actor":"rep_37","timestamp":"2026-02-25T04:47:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00493:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=163682)","http_status":200,"latency_ms":119,"raw_payload":"{\"dealId\":\"dl_crm_00493\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=163682)"}},{"episode_id":"crm_00493","actor":"rep_37","timestamp":"2026-02-25T05:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00493:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00493)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00493\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00493\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00494","actor":"rep_11","actor_name":"David Kim","company":"Sentinel Networks","opened_at":"2026-02-18T00:52:00.000Z","closed_at":"2026-02-18T01:56:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($259k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00494","actor":"rep_11","timestamp":"2026-02-18T00:52:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00494:00","content":"Operational trigger received from hubspot for Sentinel Networks ($259k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":216,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$259k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00494","actor":"rep_11","timestamp":"2026-02-18T01:03:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00494:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00494\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":266,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00494\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00494","actor":"rep_11","timestamp":"2026-02-18T01:04:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00494:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":187,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00494\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00494","actor":"rep_11","timestamp":"2026-02-18T01:16:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00494:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":228,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00494","actor":"rep_11","timestamp":"2026-02-18T01:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00494:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":112,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00494","actor":"rep_11","timestamp":"2026-02-18T01:42:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00494:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":88,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00494","actor":"rep_11","timestamp":"2026-02-18T01:28:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00494:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00494\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":310,"raw_payload":"{\"note_id\":\"nt_crm_00494\",\"attached_to\":\"hs_crm_00494\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00494\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00494","actor":"rep_11","timestamp":"2026-02-18T01:27:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00494:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=144222)","http_status":200,"latency_ms":120,"raw_payload":"{\"dealId\":\"dl_crm_00494\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=144222)"}},{"episode_id":"crm_00494","actor":"rep_11","timestamp":"2026-02-18T01:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00494:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00494)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00494\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":45,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00494\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00495","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-03-28T11:37:00.000Z","closed_at":"2026-03-28T12:49:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($348k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00495","actor":"rep_06","timestamp":"2026-03-28T11:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00495:00","content":"Operational trigger received from hubspot for Stripe Technologies ($348k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$348k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00495","actor":"rep_06","timestamp":"2026-03-28T11:44:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00495:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00495\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":173,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00495\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00495","actor":"rep_06","timestamp":"2026-03-28T11:57:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00495:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":125,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00495\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00495","actor":"rep_06","timestamp":"2026-03-28T11:46:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00495:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":310,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00495","actor":"rep_06","timestamp":"2026-03-28T12:09:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00495:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":307,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00495","actor":"rep_06","timestamp":"2026-03-28T12:27:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00495:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":220,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00495","actor":"rep_06","timestamp":"2026-03-28T12:13:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00495:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00495\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":270,"raw_payload":"{\"note_id\":\"nt_crm_00495\",\"attached_to\":\"hs_crm_00495\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00495\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00495","actor":"rep_06","timestamp":"2026-03-28T12:33:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00495:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=156232)","http_status":200,"latency_ms":325,"raw_payload":"{\"dealId\":\"dl_crm_00495\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=156232)"}},{"episode_id":"crm_00495","actor":"rep_06","timestamp":"2026-03-28T12:49:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00495:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00495)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00495\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":156,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00495\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00496","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vertex Cyber","opened_at":"2026-03-26T17:27:00.000Z","closed_at":"2026-03-26T18:55:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($353k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00496","actor":"rep_25","timestamp":"2026-03-26T17:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00496:00","content":"Operational trigger received from hubspot for Vertex Cyber ($353k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":64,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$353k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00496","actor":"rep_25","timestamp":"2026-03-26T17:35:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00496:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00496\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":65,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00496\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00496","actor":"rep_25","timestamp":"2026-03-26T17:47:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00496:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":297,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00496\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00496","actor":"rep_25","timestamp":"2026-03-26T17:48:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00496:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":315,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00496","actor":"rep_25","timestamp":"2026-03-26T18:11:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00496:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":245,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00496","actor":"rep_25","timestamp":"2026-03-26T17:57:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00496:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":210,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00496","actor":"rep_25","timestamp":"2026-03-26T18:21:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00496:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00496\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":320,"raw_payload":"{\"note_id\":\"nt_crm_00496\",\"attached_to\":\"hs_crm_00496\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00496\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00496","actor":"rep_25","timestamp":"2026-03-26T18:44:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00496:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=400633)","http_status":200,"latency_ms":117,"raw_payload":"{\"dealId\":\"dl_crm_00496\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=400633)"}},{"episode_id":"crm_00496","actor":"rep_25","timestamp":"2026-03-26T18:55:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00496:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00496)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00496\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":178,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00496\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00497","actor":"rep_19","actor_name":"James Wilson","company":"NovaBio Labs","opened_at":"2026-02-23T08:44:00.000Z","closed_at":"2026-02-23T09:56:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($336k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00497","actor":"rep_19","timestamp":"2026-02-23T08:44:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00497:00","content":"Operational trigger received from hubspot for NovaBio Labs ($336k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$336k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00497","actor":"rep_19","timestamp":"2026-02-23T08:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00497:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00497\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":114,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00497\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00497","actor":"rep_19","timestamp":"2026-02-23T09:06:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00497:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":81,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00497\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00497","actor":"rep_19","timestamp":"2026-02-23T09:11:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00497:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":147,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00497","actor":"rep_19","timestamp":"2026-02-23T09:04:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00497:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":224,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00497","actor":"rep_19","timestamp":"2026-02-23T09:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00497:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":84,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00497","actor":"rep_19","timestamp":"2026-02-23T09:08:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00497:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00497\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":147,"raw_payload":"{\"note_id\":\"nt_crm_00497\",\"attached_to\":\"hs_crm_00497\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00497\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00497","actor":"rep_19","timestamp":"2026-02-23T09:47:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00497:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=190155)","http_status":200,"latency_ms":310,"raw_payload":"{\"dealId\":\"dl_crm_00497\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=190155)"}},{"episode_id":"crm_00497","actor":"rep_19","timestamp":"2026-02-23T09:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00497:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00497)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00497\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00497\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00498","actor":"rep_11","actor_name":"David Kim","company":"Nexus AI","opened_at":"2026-02-12T17:18:00.000Z","closed_at":"2026-02-12T18:22:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($392k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00498","actor":"rep_11","timestamp":"2026-02-12T17:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00498:00","content":"Operational trigger received from hubspot for Nexus AI ($392k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":214,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$392k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00498","actor":"rep_11","timestamp":"2026-02-12T17:29:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00498:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00498\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":106,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00498\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00498","actor":"rep_11","timestamp":"2026-02-12T17:38:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00498:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":259,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00498\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00498","actor":"rep_11","timestamp":"2026-02-12T17:27:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00498:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":252,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00498","actor":"rep_11","timestamp":"2026-02-12T17:58:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00498:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":151,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00498","actor":"rep_11","timestamp":"2026-02-12T17:33:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00498:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":212,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00498","actor":"rep_11","timestamp":"2026-02-12T18:24:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00498:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00498\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":290,"raw_payload":"{\"note_id\":\"nt_crm_00498\",\"attached_to\":\"hs_crm_00498\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00498\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00498","actor":"rep_11","timestamp":"2026-02-12T18:35:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00498:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=85569)","http_status":200,"latency_ms":226,"raw_payload":"{\"dealId\":\"dl_crm_00498\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=85569)"}},{"episode_id":"crm_00498","actor":"rep_11","timestamp":"2026-02-12T18:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00498:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00498)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00498\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":260,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00498\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00499","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-01-12T21:59:00.000Z","closed_at":"2026-01-12T22:55:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($294k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00499","actor":"rep_25","timestamp":"2026-01-12T21:59:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00499:00","content":"Operational trigger received from hubspot for Acme Health Systems ($294k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$294k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00499","actor":"rep_25","timestamp":"2026-01-12T22:02:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00499:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00499\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":58,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00499\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00499","actor":"rep_25","timestamp":"2026-01-12T22:17:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00499:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":121,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00499\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00499","actor":"rep_25","timestamp":"2026-01-12T22:32:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00499:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":359,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00499","actor":"rep_25","timestamp":"2026-01-12T22:39:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00499:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":95,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00499","actor":"rep_25","timestamp":"2026-01-12T22:34:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00499:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":111,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00499","actor":"rep_25","timestamp":"2026-01-12T22:59:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00499:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00499\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":164,"raw_payload":"{\"note_id\":\"nt_crm_00499\",\"attached_to\":\"hs_crm_00499\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00499\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00499","actor":"rep_25","timestamp":"2026-01-12T22:48:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00499:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=396345)","http_status":200,"latency_ms":236,"raw_payload":"{\"dealId\":\"dl_crm_00499\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=396345)"}},{"episode_id":"crm_00499","actor":"rep_25","timestamp":"2026-01-12T22:55:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00499:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00499)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00499\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":155,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00499\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00500","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-01-13T21:13:00.000Z","closed_at":"2026-01-13T21:45:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($303k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00500","actor":"rep_19","timestamp":"2026-01-13T21:13:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00500:00","content":"Operational trigger received from hubspot for Pinnacle Media ($303k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$303k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00500","actor":"rep_19","timestamp":"2026-01-13T21:21:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00500:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00500\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":136,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00500\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00500","actor":"rep_19","timestamp":"2026-01-13T21:31:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00500:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":128,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00500\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00500","actor":"rep_19","timestamp":"2026-01-13T21:37:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00500:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":243,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00500","actor":"rep_19","timestamp":"2026-01-13T21:45:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00500:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":170,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00500","actor":"rep_19","timestamp":"2026-01-13T21:58:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00500:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":185,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00500","actor":"rep_19","timestamp":"2026-01-13T21:43:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00500:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00500\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":205,"raw_payload":"{\"note_id\":\"nt_crm_00500\",\"attached_to\":\"hs_crm_00500\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00500\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00500","actor":"rep_19","timestamp":"2026-01-13T22:09:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00500:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=241914)","http_status":200,"latency_ms":350,"raw_payload":"{\"dealId\":\"dl_crm_00500\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=241914)"}},{"episode_id":"crm_00500","actor":"rep_19","timestamp":"2026-01-13T21:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00500:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00500)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00500\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":57,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00500\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00501","actor":"rep_01","actor_name":"Sarah Chen","company":"Pinnacle Media","opened_at":"2026-03-14T15:31:00.000Z","closed_at":"2026-03-14T15:55:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($209k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00501","actor":"rep_01","timestamp":"2026-03-14T15:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00501:00","content":"Operational trigger received from hubspot for Pinnacle Media ($209k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":174,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$209k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00501","actor":"rep_01","timestamp":"2026-03-14T15:42:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00501:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00501\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":257,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00501\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00501","actor":"rep_01","timestamp":"2026-03-14T15:37:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00501:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":247,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00501\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00501","actor":"rep_01","timestamp":"2026-03-14T15:43:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00501:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":271,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00501","actor":"rep_01","timestamp":"2026-03-14T15:47:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00501:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":267,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00501","actor":"rep_01","timestamp":"2026-03-14T16:16:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00501:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":154,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00501","actor":"rep_01","timestamp":"2026-03-14T16:01:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00501:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00501\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":290,"raw_payload":"{\"note_id\":\"nt_crm_00501\",\"attached_to\":\"hs_crm_00501\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00501\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00501","actor":"rep_01","timestamp":"2026-03-14T16:34:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00501:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=418496)","http_status":200,"latency_ms":310,"raw_payload":"{\"dealId\":\"dl_crm_00501\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=418496)"}},{"episode_id":"crm_00501","actor":"rep_01","timestamp":"2026-03-14T15:55:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00501:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00501)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00501\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":190,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00501\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00502","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-02-07T09:23:00.000Z","closed_at":"2026-02-07T10:03:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($55k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00502","actor":"rep_06","timestamp":"2026-02-07T09:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00502:00","content":"Operational trigger received from hubspot for CloudScale Data ($55k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$55k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00502","actor":"rep_06","timestamp":"2026-02-07T09:30:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00502:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00502\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":216,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00502\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00502","actor":"rep_06","timestamp":"2026-02-07T09:39:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00502:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":272,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00502\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00502","actor":"rep_06","timestamp":"2026-02-07T09:35:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00502:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":230,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00502","actor":"rep_06","timestamp":"2026-02-07T10:03:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00502:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":218,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00502","actor":"rep_06","timestamp":"2026-02-07T10:13:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00502:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":138,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00502","actor":"rep_06","timestamp":"2026-02-07T10:11:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00502:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00502\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":262,"raw_payload":"{\"note_id\":\"nt_crm_00502\",\"attached_to\":\"hs_crm_00502\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00502\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00502","actor":"rep_06","timestamp":"2026-02-07T10:19:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00502:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=92117)","http_status":200,"latency_ms":132,"raw_payload":"{\"dealId\":\"dl_crm_00502\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=92117)"}},{"episode_id":"crm_00502","actor":"rep_06","timestamp":"2026-02-07T10:03:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00502:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00502)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00502\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":125,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00502\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00503","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vertex Cyber","opened_at":"2026-03-21T13:25:00.000Z","closed_at":"2026-03-21T13:57:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($156k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00503","actor":"rep_25","timestamp":"2026-03-21T13:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00503:00","content":"Operational trigger received from hubspot for Vertex Cyber ($156k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":265,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$156k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00503","actor":"rep_25","timestamp":"2026-03-21T13:35:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00503:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00503\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":163,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00503\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00503","actor":"rep_25","timestamp":"2026-03-21T13:31:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00503:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":269,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00503\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00503","actor":"rep_25","timestamp":"2026-03-21T13:37:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00503:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":168,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00503","actor":"rep_25","timestamp":"2026-03-21T13:41:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00503:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":125,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00503","actor":"rep_25","timestamp":"2026-03-21T13:55:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00503:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":103,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00503","actor":"rep_25","timestamp":"2026-03-21T13:55:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00503:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00503\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":108,"raw_payload":"{\"note_id\":\"nt_crm_00503\",\"attached_to\":\"hs_crm_00503\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00503\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00503","actor":"rep_25","timestamp":"2026-03-21T14:35:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00503:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=169998)","http_status":200,"latency_ms":243,"raw_payload":"{\"dealId\":\"dl_crm_00503\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=169998)"}},{"episode_id":"crm_00503","actor":"rep_25","timestamp":"2026-03-21T13:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00503:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00503)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00503\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":195,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00503\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00504","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-02-22T09:52:00.000Z","closed_at":"2026-02-22T10:56:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($174k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00504","actor":"rep_01","timestamp":"2026-02-22T09:52:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00504:00","content":"Operational trigger received from hubspot for FinTech Global ($174k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":99,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00504","actor":"rep_01","timestamp":"2026-02-22T09:57:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00504:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00504\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":197,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00504\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00504","actor":"rep_01","timestamp":"2026-02-22T10:06:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00504:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":271,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00504\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00504","actor":"rep_01","timestamp":"2026-02-22T10:16:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00504:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":357,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00504","actor":"rep_01","timestamp":"2026-02-22T10:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00504:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":144,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00504","actor":"rep_01","timestamp":"2026-02-22T10:27:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00504:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":83,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00504","actor":"rep_01","timestamp":"2026-02-22T10:16:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00504:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00504\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":281,"raw_payload":"{\"note_id\":\"nt_crm_00504\",\"attached_to\":\"hs_crm_00504\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00504\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00504","actor":"rep_01","timestamp":"2026-02-22T11:02:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00504:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=277702)","http_status":200,"latency_ms":177,"raw_payload":"{\"dealId\":\"dl_crm_00504\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=277702)"}},{"episode_id":"crm_00504","actor":"rep_01","timestamp":"2026-02-22T10:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00504:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00504)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00504\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00504\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00505","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-01-12T03:11:00.000Z","closed_at":"2026-01-12T04:39:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($414k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00505","actor":"rep_09","timestamp":"2026-01-12T03:11:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00505:00","content":"Operational trigger received from hubspot for Vanguard Financial ($414k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":205,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$414k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00505","actor":"rep_09","timestamp":"2026-01-12T03:19:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00505:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00505\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":148,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00505\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00505","actor":"rep_09","timestamp":"2026-01-12T03:19:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00505:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":259,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00505\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00505","actor":"rep_09","timestamp":"2026-01-12T03:38:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00505:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":256,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00505","actor":"rep_09","timestamp":"2026-01-12T03:43:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00505:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":92,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00505","actor":"rep_09","timestamp":"2026-01-12T03:36:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00505:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":152,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00505","actor":"rep_09","timestamp":"2026-01-12T03:53:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00505:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00505\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":123,"raw_payload":"{\"note_id\":\"nt_crm_00505\",\"attached_to\":\"hs_crm_00505\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00505\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00505","actor":"rep_09","timestamp":"2026-01-12T04:07:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00505:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=54206)","http_status":200,"latency_ms":250,"raw_payload":"{\"dealId\":\"dl_crm_00505\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=54206)"}},{"episode_id":"crm_00505","actor":"rep_09","timestamp":"2026-01-12T04:39:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00505:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00505)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00505\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":208,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00505\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00506","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-02-21T15:26:00.000Z","closed_at":"2026-02-21T16:38:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($322k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00506","actor":"rep_01","timestamp":"2026-02-21T15:26:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00506:00","content":"Operational trigger received from hubspot for Vanguard Financial ($322k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$322k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00506","actor":"rep_01","timestamp":"2026-02-21T15:37:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00506:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00506\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":153,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00506\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00506","actor":"rep_01","timestamp":"2026-02-21T15:48:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00506:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":294,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00506\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00506","actor":"rep_01","timestamp":"2026-02-21T15:56:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00506:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":148,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00506","actor":"rep_01","timestamp":"2026-02-21T16:02:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00506:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":214,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00506","actor":"rep_01","timestamp":"2026-02-21T16:16:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00506:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":204,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00506","actor":"rep_01","timestamp":"2026-02-21T15:56:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00506:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00506\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":166,"raw_payload":"{\"note_id\":\"nt_crm_00506\",\"attached_to\":\"hs_crm_00506\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00506\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00506","actor":"rep_01","timestamp":"2026-02-21T16:36:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00506:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=216095)","http_status":200,"latency_ms":267,"raw_payload":"{\"dealId\":\"dl_crm_00506\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=216095)"}},{"episode_id":"crm_00506","actor":"rep_01","timestamp":"2026-02-21T16:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00506:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00506)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00506\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":234,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00506\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00507","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-01-23T15:31:00.000Z","closed_at":"2026-01-23T16:35:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($54k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00507","actor":"rep_06","timestamp":"2026-01-23T15:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00507:00","content":"Operational trigger received from hubspot for Stripe Technologies ($54k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":51,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$54k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00507","actor":"rep_06","timestamp":"2026-01-23T15:38:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00507:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00507\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":206,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00507\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00507","actor":"rep_06","timestamp":"2026-01-23T15:45:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00507:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":124,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00507\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00507","actor":"rep_06","timestamp":"2026-01-23T15:58:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00507:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":146,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00507","actor":"rep_06","timestamp":"2026-01-23T15:55:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00507:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":316,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00507","actor":"rep_06","timestamp":"2026-01-23T16:26:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00507:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":154,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00507","actor":"rep_06","timestamp":"2026-01-23T16:25:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00507:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00507\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":296,"raw_payload":"{\"note_id\":\"nt_crm_00507\",\"attached_to\":\"hs_crm_00507\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00507\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00507","actor":"rep_06","timestamp":"2026-01-23T16:06:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00507:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=373032)","http_status":200,"latency_ms":216,"raw_payload":"{\"dealId\":\"dl_crm_00507\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=373032)"}},{"episode_id":"crm_00507","actor":"rep_06","timestamp":"2026-01-23T16:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00507:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00507)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00507\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":67,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00507\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00508","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-02-09T16:38:00.000Z","closed_at":"2026-02-09T17:50:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($241k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00508","actor":"rep_09","timestamp":"2026-02-09T16:38:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00508:00","content":"Operational trigger received from hubspot for Catalyst Software ($241k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":277,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$241k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00508","actor":"rep_09","timestamp":"2026-02-09T16:46:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00508:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00508\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":272,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00508\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00508","actor":"rep_09","timestamp":"2026-02-09T16:44:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00508:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":279,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00508\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00508","actor":"rep_09","timestamp":"2026-02-09T17:11:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00508:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":325,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00508","actor":"rep_09","timestamp":"2026-02-09T16:54:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00508:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":229,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00508","actor":"rep_09","timestamp":"2026-02-09T17:23:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00508:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":216,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00508","actor":"rep_09","timestamp":"2026-02-09T17:38:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00508:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00508\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":220,"raw_payload":"{\"note_id\":\"nt_crm_00508\",\"attached_to\":\"hs_crm_00508\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00508\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00508","actor":"rep_09","timestamp":"2026-02-09T17:13:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00508:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=390251)","http_status":200,"latency_ms":343,"raw_payload":"{\"dealId\":\"dl_crm_00508\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=390251)"}},{"episode_id":"crm_00508","actor":"rep_09","timestamp":"2026-02-09T17:50:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00508:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00508)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00508\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":76,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00508\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00509","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-03-16T16:48:00.000Z","closed_at":"2026-03-16T17:28:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($50k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00509","actor":"rep_06","timestamp":"2026-03-16T16:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00509:00","content":"Operational trigger received from hubspot for Catalyst Software ($50k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":53,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$50k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00509","actor":"rep_06","timestamp":"2026-03-16T16:56:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00509:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00509\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":92,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00509\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00509","actor":"rep_06","timestamp":"2026-03-16T16:54:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00509:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":200,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00509\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00509","actor":"rep_06","timestamp":"2026-03-16T17:06:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00509:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":292,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00509","actor":"rep_06","timestamp":"2026-03-16T17:08:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00509:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":208,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00509","actor":"rep_06","timestamp":"2026-03-16T17:08:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00509:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":225,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00509","actor":"rep_06","timestamp":"2026-03-16T17:54:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00509:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00509\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":227,"raw_payload":"{\"note_id\":\"nt_crm_00509\",\"attached_to\":\"hs_crm_00509\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00509\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00509","actor":"rep_06","timestamp":"2026-03-16T17:37:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00509:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=254177)","http_status":200,"latency_ms":205,"raw_payload":"{\"dealId\":\"dl_crm_00509\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=254177)"}},{"episode_id":"crm_00509","actor":"rep_06","timestamp":"2026-03-16T17:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00509:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00509)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00509\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":269,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00509\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00510","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-01-08T03:04:00.000Z","closed_at":"2026-01-08T03:52:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($268k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00510","actor":"rep_37","timestamp":"2026-01-08T03:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00510:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($268k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$268k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00510","actor":"rep_37","timestamp":"2026-01-08T03:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00510:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00510\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":191,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00510\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00510","actor":"rep_37","timestamp":"2026-01-08T03:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00510:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":294,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00510\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00510","actor":"rep_37","timestamp":"2026-01-08T03:25:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00510:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":121,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00510","actor":"rep_37","timestamp":"2026-01-08T03:44:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00510:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":142,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00510","actor":"rep_37","timestamp":"2026-01-08T03:39:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00510:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":232,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00510","actor":"rep_37","timestamp":"2026-01-08T03:40:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00510:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00510\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":98,"raw_payload":"{\"note_id\":\"nt_crm_00510\",\"attached_to\":\"hs_crm_00510\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00510\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00510","actor":"rep_37","timestamp":"2026-01-08T04:07:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00510:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=222474)","http_status":200,"latency_ms":150,"raw_payload":"{\"dealId\":\"dl_crm_00510\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=222474)"}},{"episode_id":"crm_00510","actor":"rep_37","timestamp":"2026-01-08T03:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00510:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00510)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00510\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":219,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00510\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00511","actor":"rep_20","actor_name":"Maya Patel","company":"OmniChannel Inc","opened_at":"2026-02-19T21:52:00.000Z","closed_at":"2026-02-19T22:48:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($313k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00511","actor":"rep_20","timestamp":"2026-02-19T21:52:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00511:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($313k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$313k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00511","actor":"rep_20","timestamp":"2026-02-19T21:58:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00511:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00511\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":242,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00511\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00511","actor":"rep_20","timestamp":"2026-02-19T22:06:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00511:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":86,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00511\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00511","actor":"rep_20","timestamp":"2026-02-19T22:25:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00511:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":348,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00511","actor":"rep_20","timestamp":"2026-02-19T22:28:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00511:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":136,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00511","actor":"rep_20","timestamp":"2026-02-19T22:12:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00511:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":47,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00511","actor":"rep_20","timestamp":"2026-02-19T22:58:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00511:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00511\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":99,"raw_payload":"{\"note_id\":\"nt_crm_00511\",\"attached_to\":\"hs_crm_00511\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00511\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00511","actor":"rep_20","timestamp":"2026-02-19T22:41:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00511:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=454851)","http_status":200,"latency_ms":193,"raw_payload":"{\"dealId\":\"dl_crm_00511\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=454851)"}},{"episode_id":"crm_00511","actor":"rep_20","timestamp":"2026-02-19T22:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00511:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00511)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00511\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00511\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00512","actor":"rep_06","actor_name":"Marcus Vance","company":"Vertex Cyber","opened_at":"2026-02-02T14:41:00.000Z","closed_at":"2026-02-02T16:09:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($189k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00512","actor":"rep_06","timestamp":"2026-02-02T14:41:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00512:00","content":"Operational trigger received from hubspot for Vertex Cyber ($189k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":139,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$189k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00512","actor":"rep_06","timestamp":"2026-02-02T14:50:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00512:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00512\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":199,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00512\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00512","actor":"rep_06","timestamp":"2026-02-02T14:53:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00512:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":249,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00512\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00512","actor":"rep_06","timestamp":"2026-02-02T14:56:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00512:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":299,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00512","actor":"rep_06","timestamp":"2026-02-02T15:17:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00512:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":222,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00512","actor":"rep_06","timestamp":"2026-02-02T15:26:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00512:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":58,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00512","actor":"rep_06","timestamp":"2026-02-02T15:29:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00512:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00512\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":243,"raw_payload":"{\"note_id\":\"nt_crm_00512\",\"attached_to\":\"hs_crm_00512\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00512\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00512","actor":"rep_06","timestamp":"2026-02-02T15:16:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00512:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=96390)","http_status":200,"latency_ms":329,"raw_payload":"{\"dealId\":\"dl_crm_00512\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=96390)"}},{"episode_id":"crm_00512","actor":"rep_06","timestamp":"2026-02-02T16:09:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00512:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00512)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00512\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":116,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00512\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00513","actor":"rep_20","actor_name":"Maya Patel","company":"Aura Therapeutics","opened_at":"2026-01-08T20:09:00.000Z","closed_at":"2026-01-08T21:29:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($83k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00513","actor":"rep_20","timestamp":"2026-01-08T20:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00513:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($83k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$83k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00513","actor":"rep_20","timestamp":"2026-01-08T20:12:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00513:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00513\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":235,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00513\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00513","actor":"rep_20","timestamp":"2026-01-08T20:19:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00513:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":305,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00513\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00513","actor":"rep_20","timestamp":"2026-01-08T20:30:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00513:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":157,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00513","actor":"rep_20","timestamp":"2026-01-08T20:33:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00513:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":134,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00513","actor":"rep_20","timestamp":"2026-01-08T20:49:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00513:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":77,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00513","actor":"rep_20","timestamp":"2026-01-08T20:57:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00513:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00513\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":300,"raw_payload":"{\"note_id\":\"nt_crm_00513\",\"attached_to\":\"hs_crm_00513\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00513\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00513","actor":"rep_20","timestamp":"2026-01-08T21:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00513:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=353512)","http_status":200,"latency_ms":122,"raw_payload":"{\"dealId\":\"dl_crm_00513\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=353512)"}},{"episode_id":"crm_00513","actor":"rep_20","timestamp":"2026-01-08T21:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00513:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00513)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00513\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":182,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00513\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00514","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-01-28T11:50:00.000Z","closed_at":"2026-01-28T12:22:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($298k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00514","actor":"rep_20","timestamp":"2026-01-28T11:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00514:00","content":"Operational trigger received from hubspot for Catalyst Software ($298k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$298k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00514","actor":"rep_20","timestamp":"2026-01-28T11:53:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00514:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00514\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":121,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00514\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00514","actor":"rep_20","timestamp":"2026-01-28T12:00:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00514:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":163,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00514\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00514","actor":"rep_20","timestamp":"2026-01-28T12:23:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00514:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":215,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00514","actor":"rep_20","timestamp":"2026-01-28T12:18:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00514:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":232,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00514","actor":"rep_20","timestamp":"2026-01-28T12:05:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00514:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":60,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00514","actor":"rep_20","timestamp":"2026-01-28T12:56:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00514:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00514\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":205,"raw_payload":"{\"note_id\":\"nt_crm_00514\",\"attached_to\":\"hs_crm_00514\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00514\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00514","actor":"rep_20","timestamp":"2026-01-28T12:18:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00514:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=196001)","http_status":200,"latency_ms":144,"raw_payload":"{\"dealId\":\"dl_crm_00514\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=196001)"}},{"episode_id":"crm_00514","actor":"rep_20","timestamp":"2026-01-28T12:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00514:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00514)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00514\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00514\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00515","actor":"rep_31","actor_name":"Aisha Taylor","company":"Acme Health Systems","opened_at":"2026-02-02T17:52:00.000Z","closed_at":"2026-02-02T18:40:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($59k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00515","actor":"rep_31","timestamp":"2026-02-02T17:52:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00515:00","content":"Operational trigger received from hubspot for Acme Health Systems ($59k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$59k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00515","actor":"rep_31","timestamp":"2026-02-02T17:59:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00515:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00515\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":82,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00515\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00515","actor":"rep_31","timestamp":"2026-02-02T18:14:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00515:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":104,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00515\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00515","actor":"rep_31","timestamp":"2026-02-02T18:25:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00515:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":142,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00515","actor":"rep_31","timestamp":"2026-02-02T18:36:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00515:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":145,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00515","actor":"rep_31","timestamp":"2026-02-02T18:17:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00515:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":244,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00515","actor":"rep_31","timestamp":"2026-02-02T18:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00515:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00515\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":303,"raw_payload":"{\"note_id\":\"nt_crm_00515\",\"attached_to\":\"hs_crm_00515\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00515\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00515","actor":"rep_31","timestamp":"2026-02-02T18:34:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00515:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=49337)","http_status":200,"latency_ms":266,"raw_payload":"{\"dealId\":\"dl_crm_00515\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=49337)"}},{"episode_id":"crm_00515","actor":"rep_31","timestamp":"2026-02-02T18:40:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00515:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00515)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00515\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00515\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00516","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-01-13T06:10:00.000Z","closed_at":"2026-01-13T07:38:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($444k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00516","actor":"rep_25","timestamp":"2026-01-13T06:10:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00516:00","content":"Operational trigger received from hubspot for Nexus AI ($444k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$444k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00516","actor":"rep_25","timestamp":"2026-01-13T06:20:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00516:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00516\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":212,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00516\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00516","actor":"rep_25","timestamp":"2026-01-13T06:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00516:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":285,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00516\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00516","actor":"rep_25","timestamp":"2026-01-13T06:28:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00516:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":272,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00516","actor":"rep_25","timestamp":"2026-01-13T06:22:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00516:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":151,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00516","actor":"rep_25","timestamp":"2026-01-13T06:35:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00516:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":138,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00516","actor":"rep_25","timestamp":"2026-01-13T06:46:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00516:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00516\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":125,"raw_payload":"{\"note_id\":\"nt_crm_00516\",\"attached_to\":\"hs_crm_00516\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00516\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00516","actor":"rep_25","timestamp":"2026-01-13T07:13:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00516:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=135568)","http_status":200,"latency_ms":193,"raw_payload":"{\"dealId\":\"dl_crm_00516\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=135568)"}},{"episode_id":"crm_00516","actor":"rep_25","timestamp":"2026-01-13T07:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00516:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00516)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00516\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":77,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00516\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00517","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-03-08T03:48:00.000Z","closed_at":"2026-03-08T04:12:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($220k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00517","actor":"rep_11","timestamp":"2026-03-08T03:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00517:00","content":"Operational trigger received from hubspot for Pinnacle Media ($220k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":165,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$220k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00517","actor":"rep_11","timestamp":"2026-03-08T03:56:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00517:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00517\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":61,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00517\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00517","actor":"rep_11","timestamp":"2026-03-08T03:58:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00517:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":89,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00517\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00517","actor":"rep_11","timestamp":"2026-03-08T04:03:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00517:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":145,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00517","actor":"rep_11","timestamp":"2026-03-08T04:32:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00517:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":265,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00517","actor":"rep_11","timestamp":"2026-03-08T04:33:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00517:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":279,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00517","actor":"rep_11","timestamp":"2026-03-08T04:18:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00517:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00517\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":255,"raw_payload":"{\"note_id\":\"nt_crm_00517\",\"attached_to\":\"hs_crm_00517\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00517\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00517","actor":"rep_11","timestamp":"2026-03-08T04:09:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00517:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=249576)","http_status":200,"latency_ms":264,"raw_payload":"{\"dealId\":\"dl_crm_00517\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=249576)"}},{"episode_id":"crm_00517","actor":"rep_11","timestamp":"2026-03-08T04:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00517:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00517)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00517\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00517\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00518","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-03-21T00:28:00.000Z","closed_at":"2026-03-21T00:52:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($155k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00518","actor":"rep_19","timestamp":"2026-03-21T00:28:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00518:00","content":"Operational trigger received from hubspot for Stripe Technologies ($155k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":236,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$155k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00518","actor":"rep_19","timestamp":"2026-03-21T00:38:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00518:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00518\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":53,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00518\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00518","actor":"rep_19","timestamp":"2026-03-21T00:34:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00518:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":128,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00518\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00518","actor":"rep_19","timestamp":"2026-03-21T00:43:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00518:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":156,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00518","actor":"rep_19","timestamp":"2026-03-21T01:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00518:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":99,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00518","actor":"rep_19","timestamp":"2026-03-21T00:58:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00518:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":176,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00518","actor":"rep_19","timestamp":"2026-03-21T00:46:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00518:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00518\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":308,"raw_payload":"{\"note_id\":\"nt_crm_00518\",\"attached_to\":\"hs_crm_00518\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00518\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00518","actor":"rep_19","timestamp":"2026-03-21T00:49:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00518:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=348478)","http_status":200,"latency_ms":240,"raw_payload":"{\"dealId\":\"dl_crm_00518\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=348478)"}},{"episode_id":"crm_00518","actor":"rep_19","timestamp":"2026-03-21T00:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00518:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00518)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00518\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":270,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00518\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00519","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-02-26T11:54:00.000Z","closed_at":"2026-02-26T12:26:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($215k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00519","actor":"rep_37","timestamp":"2026-02-26T11:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00519:00","content":"Operational trigger received from hubspot for Apex Retail Group ($215k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":226,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$215k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00519","actor":"rep_37","timestamp":"2026-02-26T11:57:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00519:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00519\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":93,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00519\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00519","actor":"rep_37","timestamp":"2026-02-26T12:08:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00519:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":117,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00519\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00519","actor":"rep_37","timestamp":"2026-02-26T12:18:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00519:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":348,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00519","actor":"rep_37","timestamp":"2026-02-26T12:34:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00519:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":284,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00519","actor":"rep_37","timestamp":"2026-02-26T12:34:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00519:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":241,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00519","actor":"rep_37","timestamp":"2026-02-26T12:42:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00519:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00519\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":135,"raw_payload":"{\"note_id\":\"nt_crm_00519\",\"attached_to\":\"hs_crm_00519\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00519\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00519","actor":"rep_37","timestamp":"2026-02-26T12:15:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00519:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=208286)","http_status":200,"latency_ms":250,"raw_payload":"{\"dealId\":\"dl_crm_00519\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=208286)"}},{"episode_id":"crm_00519","actor":"rep_37","timestamp":"2026-02-26T12:26:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00519:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00519)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00519\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00519\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00520","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-03-28T14:04:00.000Z","closed_at":"2026-03-28T14:52:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($55k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00520","actor":"rep_37","timestamp":"2026-03-28T14:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00520:00","content":"Operational trigger received from hubspot for Stripe Technologies ($55k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":115,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$55k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00520","actor":"rep_37","timestamp":"2026-03-28T14:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00520:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00520\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":197,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00520\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00520","actor":"rep_37","timestamp":"2026-03-28T14:14:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00520:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":293,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00520\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00520","actor":"rep_37","timestamp":"2026-03-28T14:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00520:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":290,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00520","actor":"rep_37","timestamp":"2026-03-28T14:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00520:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":250,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00520","actor":"rep_37","timestamp":"2026-03-28T14:44:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00520:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":216,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00520","actor":"rep_37","timestamp":"2026-03-28T14:28:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00520:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00520\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":206,"raw_payload":"{\"note_id\":\"nt_crm_00520\",\"attached_to\":\"hs_crm_00520\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00520\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00520","actor":"rep_37","timestamp":"2026-03-28T15:14:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00520:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=215189)","http_status":200,"latency_ms":273,"raw_payload":"{\"dealId\":\"dl_crm_00520\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=215189)"}},{"episode_id":"crm_00520","actor":"rep_37","timestamp":"2026-03-28T14:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00520:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00520)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00520\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":223,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00520\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00521","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-02-19T00:19:00.000Z","closed_at":"2026-02-19T01:07:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($365k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00521","actor":"rep_31","timestamp":"2026-02-19T00:19:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00521:00","content":"Operational trigger received from hubspot for Pinnacle Media ($365k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$365k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00521","actor":"rep_31","timestamp":"2026-02-19T00:29:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00521:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00521\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":54,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00521\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00521","actor":"rep_31","timestamp":"2026-02-19T00:31:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00521:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":182,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00521\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00521","actor":"rep_31","timestamp":"2026-02-19T00:52:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00521:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":255,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00521","actor":"rep_31","timestamp":"2026-02-19T00:31:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00521:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":324,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00521","actor":"rep_31","timestamp":"2026-02-19T00:39:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00521:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":146,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00521","actor":"rep_31","timestamp":"2026-02-19T01:19:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00521:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00521\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":142,"raw_payload":"{\"note_id\":\"nt_crm_00521\",\"attached_to\":\"hs_crm_00521\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00521\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00521","actor":"rep_31","timestamp":"2026-02-19T01:36:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00521:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=261639)","http_status":200,"latency_ms":157,"raw_payload":"{\"dealId\":\"dl_crm_00521\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=261639)"}},{"episode_id":"crm_00521","actor":"rep_31","timestamp":"2026-02-19T01:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00521:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00521)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00521\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":159,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00521\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00522","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-01-30T14:58:00.000Z","closed_at":"2026-01-30T15:30:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($266k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00522","actor":"rep_19","timestamp":"2026-01-30T14:58:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00522:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($266k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":196,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$266k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00522","actor":"rep_19","timestamp":"2026-01-30T15:04:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00522:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00522\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":56,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00522\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00522","actor":"rep_19","timestamp":"2026-01-30T15:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00522:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":234,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00522\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00522","actor":"rep_19","timestamp":"2026-01-30T15:07:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00522:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":228,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00522","actor":"rep_19","timestamp":"2026-01-30T15:18:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00522:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":246,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00522","actor":"rep_19","timestamp":"2026-01-30T15:38:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00522:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":111,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00522","actor":"rep_19","timestamp":"2026-01-30T15:16:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00522:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00522\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":269,"raw_payload":"{\"note_id\":\"nt_crm_00522\",\"attached_to\":\"hs_crm_00522\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00522\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00522","actor":"rep_19","timestamp":"2026-01-30T15:33:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00522:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=386915)","http_status":200,"latency_ms":239,"raw_payload":"{\"dealId\":\"dl_crm_00522\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=386915)"}},{"episode_id":"crm_00522","actor":"rep_19","timestamp":"2026-01-30T15:30:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00522:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00522)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00522\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":155,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00522\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00523","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-01-01T03:06:00.000Z","closed_at":"2026-01-01T04:34:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($206k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00523","actor":"rep_19","timestamp":"2026-01-01T03:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00523:00","content":"Operational trigger received from hubspot for Stripe Technologies ($206k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":283,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$206k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00523","actor":"rep_19","timestamp":"2026-01-01T03:10:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00523:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00523\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":75,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00523\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00523","actor":"rep_19","timestamp":"2026-01-01T03:24:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00523:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":99,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00523\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00523","actor":"rep_19","timestamp":"2026-01-01T03:24:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00523:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":151,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00523","actor":"rep_19","timestamp":"2026-01-01T03:34:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00523:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":176,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00523","actor":"rep_19","timestamp":"2026-01-01T03:31:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00523:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":146,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00523","actor":"rep_19","timestamp":"2026-01-01T03:48:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00523:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00523\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":167,"raw_payload":"{\"note_id\":\"nt_crm_00523\",\"attached_to\":\"hs_crm_00523\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00523\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00523","actor":"rep_19","timestamp":"2026-01-01T03:48:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00523:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=388402)","http_status":200,"latency_ms":311,"raw_payload":"{\"dealId\":\"dl_crm_00523\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=388402)"}},{"episode_id":"crm_00523","actor":"rep_19","timestamp":"2026-01-01T04:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00523:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00523)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00523\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":265,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00523\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00524","actor":"rep_20","actor_name":"Maya Patel","company":"Beacon Energy","opened_at":"2026-02-16T12:01:00.000Z","closed_at":"2026-02-16T13:13:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($384k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00524","actor":"rep_20","timestamp":"2026-02-16T12:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00524:00","content":"Operational trigger received from hubspot for Beacon Energy ($384k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":202,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$384k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00524","actor":"rep_20","timestamp":"2026-02-16T12:12:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00524:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00524\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":129,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00524\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00524","actor":"rep_20","timestamp":"2026-02-16T12:23:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00524:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":147,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00524\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00524","actor":"rep_20","timestamp":"2026-02-16T12:13:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00524:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":295,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00524","actor":"rep_20","timestamp":"2026-02-16T12:37:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00524:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":212,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00524","actor":"rep_20","timestamp":"2026-02-16T12:36:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00524:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":94,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00524","actor":"rep_20","timestamp":"2026-02-16T12:25:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00524:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00524\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":315,"raw_payload":"{\"note_id\":\"nt_crm_00524\",\"attached_to\":\"hs_crm_00524\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00524\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00524","actor":"rep_20","timestamp":"2026-02-16T12:43:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00524:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=251868)","http_status":200,"latency_ms":345,"raw_payload":"{\"dealId\":\"dl_crm_00524\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=251868)"}},{"episode_id":"crm_00524","actor":"rep_20","timestamp":"2026-02-16T13:13:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00524:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00524)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00524\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":163,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00524\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00525","actor":"rep_09","actor_name":"Elena Rostova","company":"Nexus AI","opened_at":"2026-03-29T01:36:00.000Z","closed_at":"2026-03-29T02:08:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($243k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00525","actor":"rep_09","timestamp":"2026-03-29T01:36:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00525:00","content":"Operational trigger received from hubspot for Nexus AI ($243k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$243k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00525","actor":"rep_09","timestamp":"2026-03-29T01:40:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00525:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00525\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":95,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00525\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00525","actor":"rep_09","timestamp":"2026-03-29T01:48:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00525:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":138,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00525\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00525","actor":"rep_09","timestamp":"2026-03-29T01:45:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00525:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":299,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00525","actor":"rep_09","timestamp":"2026-03-29T01:48:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00525:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":276,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00525","actor":"rep_09","timestamp":"2026-03-29T02:21:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00525:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":158,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00525","actor":"rep_09","timestamp":"2026-03-29T02:00:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00525:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00525\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":149,"raw_payload":"{\"note_id\":\"nt_crm_00525\",\"attached_to\":\"hs_crm_00525\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00525\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00525","actor":"rep_09","timestamp":"2026-03-29T02:25:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00525:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=113051)","http_status":200,"latency_ms":243,"raw_payload":"{\"dealId\":\"dl_crm_00525\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=113051)"}},{"episode_id":"crm_00525","actor":"rep_09","timestamp":"2026-03-29T02:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00525:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00525)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00525\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":200,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00525\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00526","actor":"rep_14","actor_name":"Rachel Adams","company":"Aura Therapeutics","opened_at":"2026-01-09T08:37:00.000Z","closed_at":"2026-01-09T10:05:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($420k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00526","actor":"rep_14","timestamp":"2026-01-09T08:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00526:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($420k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$420k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00526","actor":"rep_14","timestamp":"2026-01-09T08:43:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00526:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00526\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":171,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00526\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00526","actor":"rep_14","timestamp":"2026-01-09T08:59:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00526:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":282,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00526\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00526","actor":"rep_14","timestamp":"2026-01-09T08:55:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00526:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":181,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00526","actor":"rep_14","timestamp":"2026-01-09T08:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00526:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":201,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00526","actor":"rep_14","timestamp":"2026-01-09T09:27:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00526:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":83,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00526","actor":"rep_14","timestamp":"2026-01-09T09:07:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00526:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00526\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":145,"raw_payload":"{\"note_id\":\"nt_crm_00526\",\"attached_to\":\"hs_crm_00526\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00526\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00526","actor":"rep_14","timestamp":"2026-01-09T08:58:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00526:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=48085)","http_status":200,"latency_ms":115,"raw_payload":"{\"dealId\":\"dl_crm_00526\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=48085)"}},{"episode_id":"crm_00526","actor":"rep_14","timestamp":"2026-01-09T10:05:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00526:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00526)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00526\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":236,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00526\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00527","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-01-14T12:08:00.000Z","closed_at":"2026-01-14T13:04:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($464k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00527","actor":"rep_01","timestamp":"2026-01-14T12:08:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00527:00","content":"Operational trigger received from hubspot for NovaBio Labs ($464k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":150,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$464k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00527","actor":"rep_01","timestamp":"2026-01-14T12:15:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00527:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00527\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":147,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00527\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00527","actor":"rep_01","timestamp":"2026-01-14T12:30:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00527:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":308,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00527\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00527","actor":"rep_01","timestamp":"2026-01-14T12:26:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00527:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":297,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00527","actor":"rep_01","timestamp":"2026-01-14T12:52:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00527:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":238,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00527","actor":"rep_01","timestamp":"2026-01-14T12:43:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00527:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":115,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00527","actor":"rep_01","timestamp":"2026-01-14T12:56:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00527:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00527\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":288,"raw_payload":"{\"note_id\":\"nt_crm_00527\",\"attached_to\":\"hs_crm_00527\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00527\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00527","actor":"rep_01","timestamp":"2026-01-14T12:50:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00527:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=294983)","http_status":200,"latency_ms":243,"raw_payload":"{\"dealId\":\"dl_crm_00527\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=294983)"}},{"episode_id":"crm_00527","actor":"rep_01","timestamp":"2026-01-14T13:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00527:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00527)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00527\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":179,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00527\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00528","actor":"rep_32","actor_name":"Liam O'Connor","company":"Catalyst Software","opened_at":"2026-03-18T15:07:00.000Z","closed_at":"2026-03-18T15:47:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($135k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00528","actor":"rep_32","timestamp":"2026-03-18T15:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00528:00","content":"Operational trigger received from hubspot for Catalyst Software ($135k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$135k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00528","actor":"rep_32","timestamp":"2026-03-18T15:16:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00528:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00528\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":101,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00528\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00528","actor":"rep_32","timestamp":"2026-03-18T15:27:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00528:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":189,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00528\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00528","actor":"rep_32","timestamp":"2026-03-18T15:22:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00528:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":136,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00528","actor":"rep_32","timestamp":"2026-03-18T15:51:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00528:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":260,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00528","actor":"rep_32","timestamp":"2026-03-18T15:37:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00528:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":128,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00528","actor":"rep_32","timestamp":"2026-03-18T15:31:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00528:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00528\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":113,"raw_payload":"{\"note_id\":\"nt_crm_00528\",\"attached_to\":\"hs_crm_00528\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00528\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00528","actor":"rep_32","timestamp":"2026-03-18T16:10:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00528:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=284086)","http_status":200,"latency_ms":268,"raw_payload":"{\"dealId\":\"dl_crm_00528\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=284086)"}},{"episode_id":"crm_00528","actor":"rep_32","timestamp":"2026-03-18T15:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00528:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00528)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00528\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":201,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00528\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00529","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-01-23T05:06:00.000Z","closed_at":"2026-01-23T06:26:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($56k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00529","actor":"rep_09","timestamp":"2026-01-23T05:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00529:00","content":"Operational trigger received from hubspot for Beacon Energy ($56k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":200,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$56k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00529","actor":"rep_09","timestamp":"2026-01-23T05:10:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00529:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00529\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":115,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00529\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00529","actor":"rep_09","timestamp":"2026-01-23T05:24:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00529:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":316,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00529\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00529","actor":"rep_09","timestamp":"2026-01-23T05:27:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00529:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":133,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00529","actor":"rep_09","timestamp":"2026-01-23T05:26:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00529:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":291,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00529","actor":"rep_09","timestamp":"2026-01-23T05:21:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00529:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":283,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00529","actor":"rep_09","timestamp":"2026-01-23T06:00:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00529:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00529\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":308,"raw_payload":"{\"note_id\":\"nt_crm_00529\",\"attached_to\":\"hs_crm_00529\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00529\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00529","actor":"rep_09","timestamp":"2026-01-23T05:55:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00529:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=348825)","http_status":200,"latency_ms":348,"raw_payload":"{\"dealId\":\"dl_crm_00529\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=348825)"}},{"episode_id":"crm_00529","actor":"rep_09","timestamp":"2026-01-23T06:26:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00529:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00529)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00529\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":72,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00529\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00530","actor":"rep_06","actor_name":"Marcus Vance","company":"OmniChannel Inc","opened_at":"2026-03-26T05:25:00.000Z","closed_at":"2026-03-26T06:37:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($347k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00530","actor":"rep_06","timestamp":"2026-03-26T05:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00530:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($347k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":225,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$347k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00530","actor":"rep_06","timestamp":"2026-03-26T05:36:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00530:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00530\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":123,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00530\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00530","actor":"rep_06","timestamp":"2026-03-26T05:35:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00530:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":262,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00530\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00530","actor":"rep_06","timestamp":"2026-03-26T05:46:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00530:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":260,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00530","actor":"rep_06","timestamp":"2026-03-26T06:05:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00530:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":295,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00530","actor":"rep_06","timestamp":"2026-03-26T06:00:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00530:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":94,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00530","actor":"rep_06","timestamp":"2026-03-26T06:19:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00530:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00530\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":274,"raw_payload":"{\"note_id\":\"nt_crm_00530\",\"attached_to\":\"hs_crm_00530\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00530\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00530","actor":"rep_06","timestamp":"2026-03-26T05:53:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00530:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=277817)","http_status":200,"latency_ms":218,"raw_payload":"{\"dealId\":\"dl_crm_00530\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=277817)"}},{"episode_id":"crm_00530","actor":"rep_06","timestamp":"2026-03-26T06:37:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00530:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00530)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00530\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00530\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00531","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-02-06T23:25:00.000Z","closed_at":"2026-02-07T00:13:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($220k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00531","actor":"rep_37","timestamp":"2026-02-06T23:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00531:00","content":"Operational trigger received from hubspot for Nexus AI ($220k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":242,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$220k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00531","actor":"rep_37","timestamp":"2026-02-06T23:33:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00531:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00531\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":99,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00531\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00531","actor":"rep_37","timestamp":"2026-02-06T23:43:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00531:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":212,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00531\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00531","actor":"rep_37","timestamp":"2026-02-06T23:49:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00531:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":230,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00531","actor":"rep_37","timestamp":"2026-02-06T23:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00531:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":175,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00531","actor":"rep_37","timestamp":"2026-02-06T23:40:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00531:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":131,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00531","actor":"rep_37","timestamp":"2026-02-06T23:49:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00531:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00531\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":243,"raw_payload":"{\"note_id\":\"nt_crm_00531\",\"attached_to\":\"hs_crm_00531\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00531\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00531","actor":"rep_37","timestamp":"2026-02-07T00:21:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00531:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=337088)","http_status":200,"latency_ms":163,"raw_payload":"{\"dealId\":\"dl_crm_00531\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=337088)"}},{"episode_id":"crm_00531","actor":"rep_37","timestamp":"2026-02-07T00:13:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00531:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00531)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00531\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":230,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00531\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00532","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-03-30T05:37:00.000Z","closed_at":"2026-03-30T06:41:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($149k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00532","actor":"rep_25","timestamp":"2026-03-30T05:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00532:00","content":"Operational trigger received from hubspot for NovaBio Labs ($149k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":194,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$149k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00532","actor":"rep_25","timestamp":"2026-03-30T05:40:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00532:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00532\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":93,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00532\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00532","actor":"rep_25","timestamp":"2026-03-30T05:45:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00532:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":286,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00532\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00532","actor":"rep_25","timestamp":"2026-03-30T06:01:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00532:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":322,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00532","actor":"rep_25","timestamp":"2026-03-30T05:49:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00532:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":203,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00532","actor":"rep_25","timestamp":"2026-03-30T06:07:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00532:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":76,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00532","actor":"rep_25","timestamp":"2026-03-30T06:01:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00532:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00532\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":261,"raw_payload":"{\"note_id\":\"nt_crm_00532\",\"attached_to\":\"hs_crm_00532\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00532\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00532","actor":"rep_25","timestamp":"2026-03-30T06:05:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00532:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=181288)","http_status":200,"latency_ms":227,"raw_payload":"{\"dealId\":\"dl_crm_00532\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=181288)"}},{"episode_id":"crm_00532","actor":"rep_25","timestamp":"2026-03-30T06:41:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00532:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00532)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00532\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":168,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00532\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00533","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-03-18T19:33:00.000Z","closed_at":"2026-03-18T20:29:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($98k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00533","actor":"rep_37","timestamp":"2026-03-18T19:33:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00533:00","content":"Operational trigger received from hubspot for CloudScale Data ($98k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":245,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$98k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00533","actor":"rep_37","timestamp":"2026-03-18T19:42:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00533:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00533\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":201,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00533\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00533","actor":"rep_37","timestamp":"2026-03-18T19:53:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00533:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":166,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00533\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00533","actor":"rep_37","timestamp":"2026-03-18T20:06:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00533:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":252,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00533","actor":"rep_37","timestamp":"2026-03-18T19:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00533:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":251,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00533","actor":"rep_37","timestamp":"2026-03-18T19:58:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00533:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":274,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00533","actor":"rep_37","timestamp":"2026-03-18T20:03:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00533:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00533\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":164,"raw_payload":"{\"note_id\":\"nt_crm_00533\",\"attached_to\":\"hs_crm_00533\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00533\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00533","actor":"rep_37","timestamp":"2026-03-18T20:01:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00533:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=188700)","http_status":200,"latency_ms":126,"raw_payload":"{\"dealId\":\"dl_crm_00533\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=188700)"}},{"episode_id":"crm_00533","actor":"rep_37","timestamp":"2026-03-18T20:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00533:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00533)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00533\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00533\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00534","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-03-22T07:28:00.000Z","closed_at":"2026-03-22T08:40:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($176k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00534","actor":"rep_19","timestamp":"2026-03-22T07:28:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00534:00","content":"Operational trigger received from hubspot for CloudScale Data ($176k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":213,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$176k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00534","actor":"rep_19","timestamp":"2026-03-22T07:36:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00534:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00534\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":128,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00534\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00534","actor":"rep_19","timestamp":"2026-03-22T07:44:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00534:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":243,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00534\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00534","actor":"rep_19","timestamp":"2026-03-22T07:55:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00534:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":225,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00534","actor":"rep_19","timestamp":"2026-03-22T07:48:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00534:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":186,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00534","actor":"rep_19","timestamp":"2026-03-22T07:58:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00534:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":267,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00534","actor":"rep_19","timestamp":"2026-03-22T07:52:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00534:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00534\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":99,"raw_payload":"{\"note_id\":\"nt_crm_00534\",\"attached_to\":\"hs_crm_00534\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00534\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00534","actor":"rep_19","timestamp":"2026-03-22T08:03:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00534:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=197174)","http_status":200,"latency_ms":202,"raw_payload":"{\"dealId\":\"dl_crm_00534\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=197174)"}},{"episode_id":"crm_00534","actor":"rep_19","timestamp":"2026-03-22T08:40:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00534:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00534)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00534\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":85,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00534\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00535","actor":"rep_19","actor_name":"James Wilson","company":"Vanguard Financial","opened_at":"2026-02-21T12:04:00.000Z","closed_at":"2026-02-21T13:16:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($348k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00535","actor":"rep_19","timestamp":"2026-02-21T12:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00535:00","content":"Operational trigger received from hubspot for Vanguard Financial ($348k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$348k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00535","actor":"rep_19","timestamp":"2026-02-21T12:10:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00535:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00535\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":87,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00535\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00535","actor":"rep_19","timestamp":"2026-02-21T12:22:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00535:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":314,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00535\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00535","actor":"rep_19","timestamp":"2026-02-21T12:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00535:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":311,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00535","actor":"rep_19","timestamp":"2026-02-21T12:36:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00535:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":208,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00535","actor":"rep_19","timestamp":"2026-02-21T12:59:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00535:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":219,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00535","actor":"rep_19","timestamp":"2026-02-21T12:52:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00535:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00535\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":156,"raw_payload":"{\"note_id\":\"nt_crm_00535\",\"attached_to\":\"hs_crm_00535\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00535\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00535","actor":"rep_19","timestamp":"2026-02-21T13:07:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00535:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=406262)","http_status":200,"latency_ms":352,"raw_payload":"{\"dealId\":\"dl_crm_00535\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=406262)"}},{"episode_id":"crm_00535","actor":"rep_19","timestamp":"2026-02-21T13:16:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00535:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00535)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00535\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":159,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00535\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00536","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-03-11T12:52:00.000Z","closed_at":"2026-03-11T13:48:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($133k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00536","actor":"rep_37","timestamp":"2026-03-11T12:52:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00536:00","content":"Operational trigger received from hubspot for CloudScale Data ($133k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":232,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$133k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00536","actor":"rep_37","timestamp":"2026-03-11T12:59:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00536:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00536\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":198,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00536\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00536","actor":"rep_37","timestamp":"2026-03-11T13:00:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00536:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":151,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00536\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00536","actor":"rep_37","timestamp":"2026-03-11T13:10:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00536:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":340,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00536","actor":"rep_37","timestamp":"2026-03-11T13:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00536:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":91,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00536","actor":"rep_37","timestamp":"2026-03-11T13:32:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00536:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":183,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00536","actor":"rep_37","timestamp":"2026-03-11T13:10:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00536:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00536\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":182,"raw_payload":"{\"note_id\":\"nt_crm_00536\",\"attached_to\":\"hs_crm_00536\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00536\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00536","actor":"rep_37","timestamp":"2026-03-11T13:20:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00536:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=313759)","http_status":200,"latency_ms":230,"raw_payload":"{\"dealId\":\"dl_crm_00536\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=313759)"}},{"episode_id":"crm_00536","actor":"rep_37","timestamp":"2026-03-11T13:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00536:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00536)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00536\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00536\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00537","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-01-16T11:48:00.000Z","closed_at":"2026-01-16T12:12:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($456k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00537","actor":"rep_25","timestamp":"2026-01-16T11:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00537:00","content":"Operational trigger received from hubspot for Catalyst Software ($456k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":239,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$456k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00537","actor":"rep_25","timestamp":"2026-01-16T11:57:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00537:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00537\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":89,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00537\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00537","actor":"rep_25","timestamp":"2026-01-16T12:08:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00537:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":257,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00537\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00537","actor":"rep_25","timestamp":"2026-01-16T12:03:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00537:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":311,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00537","actor":"rep_25","timestamp":"2026-01-16T12:28:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00537:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":90,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00537","actor":"rep_25","timestamp":"2026-01-16T12:33:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00537:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":250,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00537","actor":"rep_25","timestamp":"2026-01-16T12:48:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00537:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00537\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":98,"raw_payload":"{\"note_id\":\"nt_crm_00537\",\"attached_to\":\"hs_crm_00537\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00537\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00537","actor":"rep_25","timestamp":"2026-01-16T13:05:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00537:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=77746)","http_status":200,"latency_ms":223,"raw_payload":"{\"dealId\":\"dl_crm_00537\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=77746)"}},{"episode_id":"crm_00537","actor":"rep_25","timestamp":"2026-01-16T12:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00537:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00537)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00537\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":203,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00537\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00538","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-03-15T18:22:00.000Z","closed_at":"2026-03-15T19:10:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($95k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00538","actor":"rep_11","timestamp":"2026-03-15T18:22:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00538:00","content":"Operational trigger received from hubspot for Acme Health Systems ($95k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":233,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$95k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00538","actor":"rep_11","timestamp":"2026-03-15T18:32:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00538:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00538\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":274,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00538\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00538","actor":"rep_11","timestamp":"2026-03-15T18:42:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00538:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":225,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00538\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00538","actor":"rep_11","timestamp":"2026-03-15T18:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00538:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":213,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00538","actor":"rep_11","timestamp":"2026-03-15T18:54:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00538:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":254,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00538","actor":"rep_11","timestamp":"2026-03-15T18:47:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00538:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":64,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00538","actor":"rep_11","timestamp":"2026-03-15T19:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00538:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00538\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":144,"raw_payload":"{\"note_id\":\"nt_crm_00538\",\"attached_to\":\"hs_crm_00538\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00538\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00538","actor":"rep_11","timestamp":"2026-03-15T19:04:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00538:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=378882)","http_status":200,"latency_ms":136,"raw_payload":"{\"dealId\":\"dl_crm_00538\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=378882)"}},{"episode_id":"crm_00538","actor":"rep_11","timestamp":"2026-03-15T19:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00538:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00538)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00538\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":142,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00538\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00539","actor":"rep_32","actor_name":"Liam O'Connor","company":"Catalyst Software","opened_at":"2026-03-29T14:12:00.000Z","closed_at":"2026-03-29T15:16:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($454k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00539","actor":"rep_32","timestamp":"2026-03-29T14:12:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00539:00","content":"Operational trigger received from hubspot for Catalyst Software ($454k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$454k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00539","actor":"rep_32","timestamp":"2026-03-29T14:22:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00539:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00539\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":162,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00539\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00539","actor":"rep_32","timestamp":"2026-03-29T14:20:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00539:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":88,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00539\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00539","actor":"rep_32","timestamp":"2026-03-29T14:33:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00539:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":265,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00539","actor":"rep_32","timestamp":"2026-03-29T14:32:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00539:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":130,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00539","actor":"rep_32","timestamp":"2026-03-29T14:52:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00539:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":104,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00539","actor":"rep_32","timestamp":"2026-03-29T14:42:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00539:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00539\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":304,"raw_payload":"{\"note_id\":\"nt_crm_00539\",\"attached_to\":\"hs_crm_00539\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00539\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00539","actor":"rep_32","timestamp":"2026-03-29T15:08:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00539:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=79143)","http_status":200,"latency_ms":211,"raw_payload":"{\"dealId\":\"dl_crm_00539\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=79143)"}},{"episode_id":"crm_00539","actor":"rep_32","timestamp":"2026-03-29T15:16:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00539:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00539)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00539\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00539\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00540","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-02-27T19:41:00.000Z","closed_at":"2026-02-27T20:29:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($99k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00540","actor":"rep_01","timestamp":"2026-02-27T19:41:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00540:00","content":"Operational trigger received from hubspot for NovaBio Labs ($99k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":111,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$99k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00540","actor":"rep_01","timestamp":"2026-02-27T19:45:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00540:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00540\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":78,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00540\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00540","actor":"rep_01","timestamp":"2026-02-27T19:59:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00540:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":286,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00540\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00540","actor":"rep_01","timestamp":"2026-02-27T20:14:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00540:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":334,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00540","actor":"rep_01","timestamp":"2026-02-27T19:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00540:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":207,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00540","actor":"rep_01","timestamp":"2026-02-27T20:26:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00540:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":204,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00540","actor":"rep_01","timestamp":"2026-02-27T20:17:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00540:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00540\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":158,"raw_payload":"{\"note_id\":\"nt_crm_00540\",\"attached_to\":\"hs_crm_00540\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00540\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00540","actor":"rep_01","timestamp":"2026-02-27T20:16:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00540:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=460359)","http_status":200,"latency_ms":149,"raw_payload":"{\"dealId\":\"dl_crm_00540\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=460359)"}},{"episode_id":"crm_00540","actor":"rep_01","timestamp":"2026-02-27T20:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00540:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00540)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00540\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00540\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00541","actor":"rep_11","actor_name":"David Kim","company":"Beacon Energy","opened_at":"2026-02-12T05:29:00.000Z","closed_at":"2026-02-12T06:25:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($243k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00541","actor":"rep_11","timestamp":"2026-02-12T05:29:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00541:00","content":"Operational trigger received from hubspot for Beacon Energy ($243k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":225,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$243k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00541","actor":"rep_11","timestamp":"2026-02-12T05:39:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00541:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00541\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":71,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00541\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00541","actor":"rep_11","timestamp":"2026-02-12T05:47:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00541:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":200,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00541\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00541","actor":"rep_11","timestamp":"2026-02-12T05:41:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00541:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":239,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00541","actor":"rep_11","timestamp":"2026-02-12T06:05:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00541:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":316,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00541","actor":"rep_11","timestamp":"2026-02-12T05:44:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00541:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":133,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00541","actor":"rep_11","timestamp":"2026-02-12T06:35:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00541:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00541\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":207,"raw_payload":"{\"note_id\":\"nt_crm_00541\",\"attached_to\":\"hs_crm_00541\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00541\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00541","actor":"rep_11","timestamp":"2026-02-12T06:32:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00541:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=57225)","http_status":200,"latency_ms":188,"raw_payload":"{\"dealId\":\"dl_crm_00541\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=57225)"}},{"episode_id":"crm_00541","actor":"rep_11","timestamp":"2026-02-12T06:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00541:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00541)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00541\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":166,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00541\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00542","actor":"rep_20","actor_name":"Maya Patel","company":"Meridian Logistics","opened_at":"2026-03-30T14:06:00.000Z","closed_at":"2026-03-30T14:54:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($249k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00542","actor":"rep_20","timestamp":"2026-03-30T14:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00542:00","content":"Operational trigger received from hubspot for Meridian Logistics ($249k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$249k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00542","actor":"rep_20","timestamp":"2026-03-30T14:16:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00542:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00542\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":155,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00542\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00542","actor":"rep_20","timestamp":"2026-03-30T14:22:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00542:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":134,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00542\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00542","actor":"rep_20","timestamp":"2026-03-30T14:33:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00542:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":298,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00542","actor":"rep_20","timestamp":"2026-03-30T14:26:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00542:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":112,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00542","actor":"rep_20","timestamp":"2026-03-30T14:41:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00542:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":48,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00542","actor":"rep_20","timestamp":"2026-03-30T14:54:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00542:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00542\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":118,"raw_payload":"{\"note_id\":\"nt_crm_00542\",\"attached_to\":\"hs_crm_00542\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00542\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00542","actor":"rep_20","timestamp":"2026-03-30T14:27:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00542:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=123388)","http_status":200,"latency_ms":169,"raw_payload":"{\"dealId\":\"dl_crm_00542\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=123388)"}},{"episode_id":"crm_00542","actor":"rep_20","timestamp":"2026-03-30T14:54:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00542:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00542)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00542\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00542\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00543","actor":"rep_25","actor_name":"Carlos Mendez","company":"CloudScale Data","opened_at":"2026-02-28T04:31:00.000Z","closed_at":"2026-02-28T05:35:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($294k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00543","actor":"rep_25","timestamp":"2026-02-28T04:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00543:00","content":"Operational trigger received from hubspot for CloudScale Data ($294k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$294k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00543","actor":"rep_25","timestamp":"2026-02-28T04:37:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00543:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00543\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":54,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00543\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00543","actor":"rep_25","timestamp":"2026-02-28T04:47:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00543:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":237,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00543\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00543","actor":"rep_25","timestamp":"2026-02-28T04:49:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00543:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":305,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00543","actor":"rep_25","timestamp":"2026-02-28T05:03:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00543:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":301,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00543","actor":"rep_25","timestamp":"2026-02-28T05:21:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00543:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":125,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00543","actor":"rep_25","timestamp":"2026-02-28T05:31:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00543:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00543\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":145,"raw_payload":"{\"note_id\":\"nt_crm_00543\",\"attached_to\":\"hs_crm_00543\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00543\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00543","actor":"rep_25","timestamp":"2026-02-28T05:41:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00543:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=352979)","http_status":200,"latency_ms":298,"raw_payload":"{\"dealId\":\"dl_crm_00543\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=352979)"}},{"episode_id":"crm_00543","actor":"rep_25","timestamp":"2026-02-28T05:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00543:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00543)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00543\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00543\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00544","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-03-13T09:32:00.000Z","closed_at":"2026-03-13T10:20:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($430k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00544","actor":"rep_37","timestamp":"2026-03-13T09:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00544:00","content":"Operational trigger received from hubspot for Catalyst Software ($430k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":207,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$430k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00544","actor":"rep_37","timestamp":"2026-03-13T09:40:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00544:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00544\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":238,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00544\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00544","actor":"rep_37","timestamp":"2026-03-13T09:38:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00544:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":281,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00544\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00544","actor":"rep_37","timestamp":"2026-03-13T09:41:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00544:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":314,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00544","actor":"rep_37","timestamp":"2026-03-13T09:48:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00544:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":188,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00544","actor":"rep_37","timestamp":"2026-03-13T10:22:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00544:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":104,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00544","actor":"rep_37","timestamp":"2026-03-13T10:38:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00544:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00544\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":166,"raw_payload":"{\"note_id\":\"nt_crm_00544\",\"attached_to\":\"hs_crm_00544\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00544\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00544","actor":"rep_37","timestamp":"2026-03-13T10:21:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00544:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=303328)","http_status":200,"latency_ms":134,"raw_payload":"{\"dealId\":\"dl_crm_00544\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=303328)"}},{"episode_id":"crm_00544","actor":"rep_37","timestamp":"2026-03-13T10:20:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00544:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00544)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00544\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":230,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00544\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00545","actor":"rep_20","actor_name":"Maya Patel","company":"NovaBio Labs","opened_at":"2026-03-22T08:09:00.000Z","closed_at":"2026-03-22T09:29:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($387k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00545","actor":"rep_20","timestamp":"2026-03-22T08:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00545:00","content":"Operational trigger received from hubspot for NovaBio Labs ($387k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":45,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$387k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00545","actor":"rep_20","timestamp":"2026-03-22T08:19:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00545:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00545\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":155,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00545\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00545","actor":"rep_20","timestamp":"2026-03-22T08:19:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00545:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":245,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00545\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00545","actor":"rep_20","timestamp":"2026-03-22T08:33:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00545:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":127,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00545","actor":"rep_20","timestamp":"2026-03-22T08:21:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00545:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":135,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00545","actor":"rep_20","timestamp":"2026-03-22T08:49:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00545:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":172,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00545","actor":"rep_20","timestamp":"2026-03-22T09:09:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00545:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00545\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":320,"raw_payload":"{\"note_id\":\"nt_crm_00545\",\"attached_to\":\"hs_crm_00545\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00545\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00545","actor":"rep_20","timestamp":"2026-03-22T09:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00545:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=100729)","http_status":200,"latency_ms":274,"raw_payload":"{\"dealId\":\"dl_crm_00545\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=100729)"}},{"episode_id":"crm_00545","actor":"rep_20","timestamp":"2026-03-22T09:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00545:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00545)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00545\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":64,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00545\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00546","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-01-25T22:57:00.000Z","closed_at":"2026-01-25T23:53:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($451k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00546","actor":"rep_25","timestamp":"2026-01-25T22:57:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00546:00","content":"Operational trigger received from hubspot for Acme Health Systems ($451k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":139,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$451k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00546","actor":"rep_25","timestamp":"2026-01-25T23:03:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00546:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00546\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":82,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00546\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00546","actor":"rep_25","timestamp":"2026-01-25T23:09:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00546:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":224,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00546\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00546","actor":"rep_25","timestamp":"2026-01-25T23:27:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00546:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":306,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00546","actor":"rep_25","timestamp":"2026-01-25T23:21:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00546:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":149,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00546","actor":"rep_25","timestamp":"2026-01-25T23:22:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00546:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":94,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00546","actor":"rep_25","timestamp":"2026-01-25T23:27:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00546:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00546\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":196,"raw_payload":"{\"note_id\":\"nt_crm_00546\",\"attached_to\":\"hs_crm_00546\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00546\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00546","actor":"rep_25","timestamp":"2026-01-25T23:53:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00546:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=79702)","http_status":200,"latency_ms":250,"raw_payload":"{\"dealId\":\"dl_crm_00546\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=79702)"}},{"episode_id":"crm_00546","actor":"rep_25","timestamp":"2026-01-25T23:53:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00546:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00546)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00546\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":249,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00546\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00547","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-03-19T12:54:00.000Z","closed_at":"2026-03-19T13:42:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($223k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00547","actor":"rep_01","timestamp":"2026-03-19T12:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00547:00","content":"Operational trigger received from hubspot for Stripe Technologies ($223k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":142,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$223k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00547","actor":"rep_01","timestamp":"2026-03-19T13:03:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00547:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00547\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":188,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00547\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00547","actor":"rep_01","timestamp":"2026-03-19T13:10:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00547:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":271,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00547\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00547","actor":"rep_01","timestamp":"2026-03-19T13:09:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00547:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":155,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00547","actor":"rep_01","timestamp":"2026-03-19T13:18:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00547:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":93,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00547","actor":"rep_01","timestamp":"2026-03-19T13:49:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00547:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":70,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00547","actor":"rep_01","timestamp":"2026-03-19T13:42:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00547:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00547\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":139,"raw_payload":"{\"note_id\":\"nt_crm_00547\",\"attached_to\":\"hs_crm_00547\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00547\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00547","actor":"rep_01","timestamp":"2026-03-19T13:36:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00547:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=405991)","http_status":200,"latency_ms":339,"raw_payload":"{\"dealId\":\"dl_crm_00547\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=405991)"}},{"episode_id":"crm_00547","actor":"rep_01","timestamp":"2026-03-19T13:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00547:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00547)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00547\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":203,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00547\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00548","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-03-27T01:36:00.000Z","closed_at":"2026-03-27T03:04:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($123k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00548","actor":"rep_32","timestamp":"2026-03-27T01:36:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00548:00","content":"Operational trigger received from hubspot for Vertex Cyber ($123k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$123k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00548","actor":"rep_32","timestamp":"2026-03-27T01:42:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00548:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00548\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":219,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00548\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00548","actor":"rep_32","timestamp":"2026-03-27T01:58:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00548:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":288,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00548\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00548","actor":"rep_32","timestamp":"2026-03-27T02:00:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00548:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":130,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00548","actor":"rep_32","timestamp":"2026-03-27T02:00:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00548:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":271,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00548","actor":"rep_32","timestamp":"2026-03-27T02:16:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00548:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":252,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00548","actor":"rep_32","timestamp":"2026-03-27T02:06:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00548:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00548\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":169,"raw_payload":"{\"note_id\":\"nt_crm_00548\",\"attached_to\":\"hs_crm_00548\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00548\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00548","actor":"rep_32","timestamp":"2026-03-27T02:04:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00548:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=101874)","http_status":200,"latency_ms":273,"raw_payload":"{\"dealId\":\"dl_crm_00548\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=101874)"}},{"episode_id":"crm_00548","actor":"rep_32","timestamp":"2026-03-27T03:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00548:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00548)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00548\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00548\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00549","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-01-20T14:32:00.000Z","closed_at":"2026-01-20T14:56:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($447k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00549","actor":"rep_01","timestamp":"2026-01-20T14:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00549:00","content":"Operational trigger received from hubspot for FinTech Global ($447k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":159,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$447k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00549","actor":"rep_01","timestamp":"2026-01-20T14:39:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00549:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00549\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":251,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00549\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00549","actor":"rep_01","timestamp":"2026-01-20T14:50:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00549:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":302,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00549\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00549","actor":"rep_01","timestamp":"2026-01-20T14:50:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00549:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":226,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00549","actor":"rep_01","timestamp":"2026-01-20T15:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00549:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":305,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00549","actor":"rep_01","timestamp":"2026-01-20T15:27:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00549:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":130,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00549","actor":"rep_01","timestamp":"2026-01-20T15:08:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00549:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00549\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":232,"raw_payload":"{\"note_id\":\"nt_crm_00549\",\"attached_to\":\"hs_crm_00549\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00549\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00549","actor":"rep_01","timestamp":"2026-01-20T15:14:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00549:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=311632)","http_status":200,"latency_ms":140,"raw_payload":"{\"dealId\":\"dl_crm_00549\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=311632)"}},{"episode_id":"crm_00549","actor":"rep_01","timestamp":"2026-01-20T14:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00549:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00549)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00549\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00549\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00550","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-02-17T14:18:00.000Z","closed_at":"2026-02-17T15:22:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($123k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00550","actor":"rep_14","timestamp":"2026-02-17T14:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00550:00","content":"Operational trigger received from hubspot for NovaBio Labs ($123k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":144,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$123k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00550","actor":"rep_14","timestamp":"2026-02-17T14:23:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00550:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00550\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":79,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00550\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00550","actor":"rep_14","timestamp":"2026-02-17T14:34:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00550:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":290,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00550\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00550","actor":"rep_14","timestamp":"2026-02-17T14:39:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00550:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":141,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00550","actor":"rep_14","timestamp":"2026-02-17T14:54:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00550:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":249,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00550","actor":"rep_14","timestamp":"2026-02-17T14:58:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00550:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":151,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00550","actor":"rep_14","timestamp":"2026-02-17T15:06:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00550:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00550\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":222,"raw_payload":"{\"note_id\":\"nt_crm_00550\",\"attached_to\":\"hs_crm_00550\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00550\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00550","actor":"rep_14","timestamp":"2026-02-17T14:46:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00550:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=135625)","http_status":200,"latency_ms":115,"raw_payload":"{\"dealId\":\"dl_crm_00550\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=135625)"}},{"episode_id":"crm_00550","actor":"rep_14","timestamp":"2026-02-17T15:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00550:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00550)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00550\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00550\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00551","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-03-27T23:58:00.000Z","closed_at":"2026-03-28T01:10:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($167k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00551","actor":"rep_09","timestamp":"2026-03-27T23:58:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00551:00","content":"Operational trigger received from hubspot for Beacon Energy ($167k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":208,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$167k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00551","actor":"rep_09","timestamp":"2026-03-28T00:05:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00551:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00551\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":214,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00551\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00551","actor":"rep_09","timestamp":"2026-03-28T00:04:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00551:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":154,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00551\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00551","actor":"rep_09","timestamp":"2026-03-28T00:28:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00551:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":289,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00551","actor":"rep_09","timestamp":"2026-03-28T00:22:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00551:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":90,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00551","actor":"rep_09","timestamp":"2026-03-28T00:23:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00551:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":99,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00551","actor":"rep_09","timestamp":"2026-03-28T01:04:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00551:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00551\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":158,"raw_payload":"{\"note_id\":\"nt_crm_00551\",\"attached_to\":\"hs_crm_00551\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00551\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00551","actor":"rep_09","timestamp":"2026-03-28T00:40:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00551:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=264956)","http_status":200,"latency_ms":210,"raw_payload":"{\"dealId\":\"dl_crm_00551\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=264956)"}},{"episode_id":"crm_00551","actor":"rep_09","timestamp":"2026-03-28T01:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00551:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00551)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00551\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":100,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00551\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00552","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vanguard Financial","opened_at":"2026-02-10T12:34:00.000Z","closed_at":"2026-02-10T14:02:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($149k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00552","actor":"rep_25","timestamp":"2026-02-10T12:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00552:00","content":"Operational trigger received from hubspot for Vanguard Financial ($149k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$149k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00552","actor":"rep_25","timestamp":"2026-02-10T12:38:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00552:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00552\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":251,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00552\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00552","actor":"rep_25","timestamp":"2026-02-10T12:42:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00552:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":104,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00552\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00552","actor":"rep_25","timestamp":"2026-02-10T12:52:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00552:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":182,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00552","actor":"rep_25","timestamp":"2026-02-10T12:58:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00552:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":307,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00552","actor":"rep_25","timestamp":"2026-02-10T13:24:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00552:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":107,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00552","actor":"rep_25","timestamp":"2026-02-10T13:04:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00552:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00552\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":102,"raw_payload":"{\"note_id\":\"nt_crm_00552\",\"attached_to\":\"hs_crm_00552\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00552\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00552","actor":"rep_25","timestamp":"2026-02-10T13:02:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00552:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=258084)","http_status":200,"latency_ms":340,"raw_payload":"{\"dealId\":\"dl_crm_00552\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=258084)"}},{"episode_id":"crm_00552","actor":"rep_25","timestamp":"2026-02-10T14:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00552:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00552)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00552\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":262,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00552\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00553","actor":"rep_14","actor_name":"Rachel Adams","company":"Meridian Logistics","opened_at":"2026-01-12T12:15:00.000Z","closed_at":"2026-01-12T13:35:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($273k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00553","actor":"rep_14","timestamp":"2026-01-12T12:15:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00553:00","content":"Operational trigger received from hubspot for Meridian Logistics ($273k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":231,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$273k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00553","actor":"rep_14","timestamp":"2026-01-12T12:22:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00553:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00553\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":105,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00553\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00553","actor":"rep_14","timestamp":"2026-01-12T12:31:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00553:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":311,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00553\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00553","actor":"rep_14","timestamp":"2026-01-12T12:30:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00553:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":338,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00553","actor":"rep_14","timestamp":"2026-01-12T12:27:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00553:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":314,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00553","actor":"rep_14","timestamp":"2026-01-12T13:00:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00553:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":274,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00553","actor":"rep_14","timestamp":"2026-01-12T13:09:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00553:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00553\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":183,"raw_payload":"{\"note_id\":\"nt_crm_00553\",\"attached_to\":\"hs_crm_00553\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00553\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00553","actor":"rep_14","timestamp":"2026-01-12T13:11:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00553:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=270936)","http_status":200,"latency_ms":122,"raw_payload":"{\"dealId\":\"dl_crm_00553\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=270936)"}},{"episode_id":"crm_00553","actor":"rep_14","timestamp":"2026-01-12T13:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00553:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00553)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00553\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00553\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00554","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-02-16T21:23:00.000Z","closed_at":"2026-02-16T22:03:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($317k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00554","actor":"rep_09","timestamp":"2026-02-16T21:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00554:00","content":"Operational trigger received from hubspot for Sentinel Networks ($317k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$317k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00554","actor":"rep_09","timestamp":"2026-02-16T21:30:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00554:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00554\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":181,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00554\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00554","actor":"rep_09","timestamp":"2026-02-16T21:29:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00554:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":253,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00554\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00554","actor":"rep_09","timestamp":"2026-02-16T21:44:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00554:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":129,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00554","actor":"rep_09","timestamp":"2026-02-16T21:51:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00554:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":92,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00554","actor":"rep_09","timestamp":"2026-02-16T22:08:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00554:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":77,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00554","actor":"rep_09","timestamp":"2026-02-16T21:59:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00554:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00554\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":171,"raw_payload":"{\"note_id\":\"nt_crm_00554\",\"attached_to\":\"hs_crm_00554\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00554\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00554","actor":"rep_09","timestamp":"2026-02-16T21:58:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00554:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=55726)","http_status":200,"latency_ms":307,"raw_payload":"{\"dealId\":\"dl_crm_00554\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=55726)"}},{"episode_id":"crm_00554","actor":"rep_09","timestamp":"2026-02-16T22:03:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00554:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00554)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00554\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":120,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00554\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00555","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-01-16T05:00:00.000Z","closed_at":"2026-01-16T06:20:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($260k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00555","actor":"rep_01","timestamp":"2026-01-16T05:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00555:00","content":"Operational trigger received from hubspot for FinTech Global ($260k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":143,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$260k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00555","actor":"rep_01","timestamp":"2026-01-16T05:03:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00555:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00555\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":177,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00555\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00555","actor":"rep_01","timestamp":"2026-01-16T05:06:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00555:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":120,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00555\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00555","actor":"rep_01","timestamp":"2026-01-16T05:33:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00555:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":316,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00555","actor":"rep_01","timestamp":"2026-01-16T05:44:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00555:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":263,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00555","actor":"rep_01","timestamp":"2026-01-16T05:40:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00555:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":127,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00555","actor":"rep_01","timestamp":"2026-01-16T05:48:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00555:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00555\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":131,"raw_payload":"{\"note_id\":\"nt_crm_00555\",\"attached_to\":\"hs_crm_00555\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00555\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00555","actor":"rep_01","timestamp":"2026-01-16T05:49:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00555:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=194438)","http_status":200,"latency_ms":257,"raw_payload":"{\"dealId\":\"dl_crm_00555\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=194438)"}},{"episode_id":"crm_00555","actor":"rep_01","timestamp":"2026-01-16T06:20:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00555:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00555)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00555\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00555\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00556","actor":"rep_01","actor_name":"Sarah Chen","company":"Meridian Logistics","opened_at":"2026-02-28T04:13:00.000Z","closed_at":"2026-02-28T04:45:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($343k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00556","actor":"rep_01","timestamp":"2026-02-28T04:13:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00556:00","content":"Operational trigger received from hubspot for Meridian Logistics ($343k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":228,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$343k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00556","actor":"rep_01","timestamp":"2026-02-28T04:17:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00556:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00556\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":128,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00556\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00556","actor":"rep_01","timestamp":"2026-02-28T04:21:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00556:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":155,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00556\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00556","actor":"rep_01","timestamp":"2026-02-28T04:37:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00556:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":207,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00556","actor":"rep_01","timestamp":"2026-02-28T04:33:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00556:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":178,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00556","actor":"rep_01","timestamp":"2026-02-28T04:43:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00556:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":238,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00556","actor":"rep_01","timestamp":"2026-02-28T04:49:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00556:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00556\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":97,"raw_payload":"{\"note_id\":\"nt_crm_00556\",\"attached_to\":\"hs_crm_00556\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00556\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00556","actor":"rep_01","timestamp":"2026-02-28T04:41:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00556:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=194528)","http_status":200,"latency_ms":122,"raw_payload":"{\"dealId\":\"dl_crm_00556\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=194528)"}},{"episode_id":"crm_00556","actor":"rep_01","timestamp":"2026-02-28T04:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00556:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00556)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00556\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":283,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00556\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00557","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-03-05T08:17:00.000Z","closed_at":"2026-03-05T09:45:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($282k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00557","actor":"rep_01","timestamp":"2026-03-05T08:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00557:00","content":"Operational trigger received from hubspot for Acme Health Systems ($282k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$282k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00557","actor":"rep_01","timestamp":"2026-03-05T08:23:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00557:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00557\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":136,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00557\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00557","actor":"rep_01","timestamp":"2026-03-05T08:25:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00557:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":174,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00557\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00557","actor":"rep_01","timestamp":"2026-03-05T08:44:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00557:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":208,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00557","actor":"rep_01","timestamp":"2026-03-05T08:57:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00557:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":309,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00557","actor":"rep_01","timestamp":"2026-03-05T09:07:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00557:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":185,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00557","actor":"rep_01","timestamp":"2026-03-05T08:59:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00557:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00557\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":261,"raw_payload":"{\"note_id\":\"nt_crm_00557\",\"attached_to\":\"hs_crm_00557\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00557\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00557","actor":"rep_01","timestamp":"2026-03-05T09:27:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00557:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=91619)","http_status":200,"latency_ms":147,"raw_payload":"{\"dealId\":\"dl_crm_00557\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=91619)"}},{"episode_id":"crm_00557","actor":"rep_01","timestamp":"2026-03-05T09:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00557:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00557)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00557\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00557\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00558","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-01-20T12:46:00.000Z","closed_at":"2026-01-20T13:10:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($63k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00558","actor":"rep_25","timestamp":"2026-01-20T12:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00558:00","content":"Operational trigger received from hubspot for Nexus AI ($63k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":122,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$63k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00558","actor":"rep_25","timestamp":"2026-01-20T12:51:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00558:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00558\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":202,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00558\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00558","actor":"rep_25","timestamp":"2026-01-20T13:06:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00558:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":250,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00558\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00558","actor":"rep_25","timestamp":"2026-01-20T13:04:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00558:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":233,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00558","actor":"rep_25","timestamp":"2026-01-20T13:22:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00558:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":305,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00558","actor":"rep_25","timestamp":"2026-01-20T13:31:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00558:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":89,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00558","actor":"rep_25","timestamp":"2026-01-20T13:52:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00558:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00558\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":194,"raw_payload":"{\"note_id\":\"nt_crm_00558\",\"attached_to\":\"hs_crm_00558\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00558\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00558","actor":"rep_25","timestamp":"2026-01-20T13:07:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00558:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=426309)","http_status":200,"latency_ms":268,"raw_payload":"{\"dealId\":\"dl_crm_00558\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=426309)"}},{"episode_id":"crm_00558","actor":"rep_25","timestamp":"2026-01-20T13:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00558:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00558)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00558\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":166,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00558\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00559","actor":"rep_11","actor_name":"David Kim","company":"Nexus AI","opened_at":"2026-01-24T06:38:00.000Z","closed_at":"2026-01-24T07:02:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($149k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00559","actor":"rep_11","timestamp":"2026-01-24T06:38:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00559:00","content":"Operational trigger received from hubspot for Nexus AI ($149k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":70,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$149k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00559","actor":"rep_11","timestamp":"2026-01-24T06:45:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00559:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00559\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":222,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00559\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00559","actor":"rep_11","timestamp":"2026-01-24T06:58:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00559:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":162,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00559\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00559","actor":"rep_11","timestamp":"2026-01-24T06:47:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00559:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":134,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00559","actor":"rep_11","timestamp":"2026-01-24T06:54:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00559:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":198,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00559","actor":"rep_11","timestamp":"2026-01-24T07:13:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00559:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":283,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00559","actor":"rep_11","timestamp":"2026-01-24T06:56:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00559:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00559\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":117,"raw_payload":"{\"note_id\":\"nt_crm_00559\",\"attached_to\":\"hs_crm_00559\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00559\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00559","actor":"rep_11","timestamp":"2026-01-24T07:34:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00559:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=149289)","http_status":200,"latency_ms":227,"raw_payload":"{\"dealId\":\"dl_crm_00559\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=149289)"}},{"episode_id":"crm_00559","actor":"rep_11","timestamp":"2026-01-24T07:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00559:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00559)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00559\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":82,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00559\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00560","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-03-11T13:48:00.000Z","closed_at":"2026-03-11T15:00:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($389k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00560","actor":"rep_11","timestamp":"2026-03-11T13:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00560:00","content":"Operational trigger received from hubspot for Vertex Cyber ($389k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":68,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$389k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00560","actor":"rep_11","timestamp":"2026-03-11T13:56:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00560:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00560\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":242,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00560\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00560","actor":"rep_11","timestamp":"2026-03-11T13:56:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00560:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":244,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00560\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00560","actor":"rep_11","timestamp":"2026-03-11T14:18:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00560:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":281,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00560","actor":"rep_11","timestamp":"2026-03-11T14:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00560:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":210,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00560","actor":"rep_11","timestamp":"2026-03-11T14:13:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00560:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":74,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00560","actor":"rep_11","timestamp":"2026-03-11T14:24:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00560:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00560\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":109,"raw_payload":"{\"note_id\":\"nt_crm_00560\",\"attached_to\":\"hs_crm_00560\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00560\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00560","actor":"rep_11","timestamp":"2026-03-11T14:30:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00560:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=277145)","http_status":200,"latency_ms":300,"raw_payload":"{\"dealId\":\"dl_crm_00560\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=277145)"}},{"episode_id":"crm_00560","actor":"rep_11","timestamp":"2026-03-11T15:00:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00560:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00560)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00560\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":125,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00560\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00561","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-02-18T13:59:00.000Z","closed_at":"2026-02-18T15:03:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($280k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00561","actor":"rep_11","timestamp":"2026-02-18T13:59:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00561:00","content":"Operational trigger received from hubspot for Vanguard Financial ($280k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":138,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$280k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00561","actor":"rep_11","timestamp":"2026-02-18T14:10:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00561:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00561\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":197,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00561\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00561","actor":"rep_11","timestamp":"2026-02-18T14:21:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00561:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":198,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00561\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00561","actor":"rep_11","timestamp":"2026-02-18T14:17:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00561:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":215,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00561","actor":"rep_11","timestamp":"2026-02-18T14:19:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00561:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":114,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00561","actor":"rep_11","timestamp":"2026-02-18T14:24:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00561:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":78,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00561","actor":"rep_11","timestamp":"2026-02-18T14:47:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00561:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00561\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":275,"raw_payload":"{\"note_id\":\"nt_crm_00561\",\"attached_to\":\"hs_crm_00561\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00561\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00561","actor":"rep_11","timestamp":"2026-02-18T14:20:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00561:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=417306)","http_status":200,"latency_ms":297,"raw_payload":"{\"dealId\":\"dl_crm_00561\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=417306)"}},{"episode_id":"crm_00561","actor":"rep_11","timestamp":"2026-02-18T15:03:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00561:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00561)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00561\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":58,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00561\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00562","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-02-01T20:26:00.000Z","closed_at":"2026-02-01T20:50:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($389k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00562","actor":"rep_20","timestamp":"2026-02-01T20:26:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00562:00","content":"Operational trigger received from hubspot for FinTech Global ($389k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":169,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$389k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00562","actor":"rep_20","timestamp":"2026-02-01T20:35:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00562:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00562\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":47,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00562\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00562","actor":"rep_20","timestamp":"2026-02-01T20:46:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00562:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":266,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00562\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00562","actor":"rep_20","timestamp":"2026-02-01T20:47:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00562:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":275,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00562","actor":"rep_20","timestamp":"2026-02-01T21:06:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00562:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":106,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00562","actor":"rep_20","timestamp":"2026-02-01T21:21:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00562:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":183,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00562","actor":"rep_20","timestamp":"2026-02-01T21:20:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00562:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00562\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":195,"raw_payload":"{\"note_id\":\"nt_crm_00562\",\"attached_to\":\"hs_crm_00562\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00562\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00562","actor":"rep_20","timestamp":"2026-02-01T21:08:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00562:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=77848)","http_status":200,"latency_ms":231,"raw_payload":"{\"dealId\":\"dl_crm_00562\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=77848)"}},{"episode_id":"crm_00562","actor":"rep_20","timestamp":"2026-02-01T20:50:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00562:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00562)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00562\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00562\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00563","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-03-15T18:44:00.000Z","closed_at":"2026-03-15T19:48:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($342k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00563","actor":"rep_25","timestamp":"2026-03-15T18:44:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00563:00","content":"Operational trigger received from hubspot for Apex Retail Group ($342k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$342k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00563","actor":"rep_25","timestamp":"2026-03-15T18:52:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00563:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00563\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":104,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00563\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00563","actor":"rep_25","timestamp":"2026-03-15T18:50:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00563:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":171,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00563\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00563","actor":"rep_25","timestamp":"2026-03-15T18:59:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00563:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":294,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00563","actor":"rep_25","timestamp":"2026-03-15T19:08:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00563:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":240,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00563","actor":"rep_25","timestamp":"2026-03-15T19:09:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00563:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":190,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00563","actor":"rep_25","timestamp":"2026-03-15T19:26:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00563:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00563\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":320,"raw_payload":"{\"note_id\":\"nt_crm_00563\",\"attached_to\":\"hs_crm_00563\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00563\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00563","actor":"rep_25","timestamp":"2026-03-15T19:26:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00563:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=256309)","http_status":200,"latency_ms":326,"raw_payload":"{\"dealId\":\"dl_crm_00563\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=256309)"}},{"episode_id":"crm_00563","actor":"rep_25","timestamp":"2026-03-15T19:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00563:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00563)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00563\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00563\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00564","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-01-27T08:32:00.000Z","closed_at":"2026-01-27T09:20:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($450k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00564","actor":"rep_14","timestamp":"2026-01-27T08:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00564:00","content":"Operational trigger received from hubspot for Apex Retail Group ($450k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":197,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$450k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00564","actor":"rep_14","timestamp":"2026-01-27T08:40:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00564:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00564\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":154,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00564\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00564","actor":"rep_14","timestamp":"2026-01-27T08:42:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00564:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":300,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00564\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00564","actor":"rep_14","timestamp":"2026-01-27T08:47:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00564:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":157,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00564","actor":"rep_14","timestamp":"2026-01-27T09:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00564:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":251,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00564","actor":"rep_14","timestamp":"2026-01-27T08:52:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00564:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":214,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00564","actor":"rep_14","timestamp":"2026-01-27T09:26:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00564:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00564\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":320,"raw_payload":"{\"note_id\":\"nt_crm_00564\",\"attached_to\":\"hs_crm_00564\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00564\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00564","actor":"rep_14","timestamp":"2026-01-27T09:49:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00564:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=269433)","http_status":200,"latency_ms":119,"raw_payload":"{\"dealId\":\"dl_crm_00564\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=269433)"}},{"episode_id":"crm_00564","actor":"rep_14","timestamp":"2026-01-27T09:20:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00564:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00564)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00564\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":166,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00564\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00565","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-02-05T07:27:00.000Z","closed_at":"2026-02-05T07:59:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($440k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00565","actor":"rep_14","timestamp":"2026-02-05T07:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00565:00","content":"Operational trigger received from hubspot for FinTech Global ($440k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$440k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00565","actor":"rep_14","timestamp":"2026-02-05T07:32:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00565:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00565\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":191,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00565\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00565","actor":"rep_14","timestamp":"2026-02-05T07:49:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00565:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":307,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00565\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00565","actor":"rep_14","timestamp":"2026-02-05T07:51:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00565:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":316,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00565","actor":"rep_14","timestamp":"2026-02-05T08:07:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00565:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":188,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00565","actor":"rep_14","timestamp":"2026-02-05T08:12:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00565:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":65,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00565","actor":"rep_14","timestamp":"2026-02-05T07:51:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00565:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00565\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":299,"raw_payload":"{\"note_id\":\"nt_crm_00565\",\"attached_to\":\"hs_crm_00565\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00565\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00565","actor":"rep_14","timestamp":"2026-02-05T08:16:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00565:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=222330)","http_status":200,"latency_ms":126,"raw_payload":"{\"dealId\":\"dl_crm_00565\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=222330)"}},{"episode_id":"crm_00565","actor":"rep_14","timestamp":"2026-02-05T07:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00565:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00565)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00565\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00565\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00566","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-03-28T02:02:00.000Z","closed_at":"2026-03-28T02:34:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($250k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00566","actor":"rep_20","timestamp":"2026-03-28T02:02:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00566:00","content":"Operational trigger received from hubspot for Catalyst Software ($250k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":262,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$250k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00566","actor":"rep_20","timestamp":"2026-03-28T02:08:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00566:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00566\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":194,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00566\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00566","actor":"rep_20","timestamp":"2026-03-28T02:24:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00566:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":183,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00566\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00566","actor":"rep_20","timestamp":"2026-03-28T02:32:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00566:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":161,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00566","actor":"rep_20","timestamp":"2026-03-28T02:14:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00566:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":228,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00566","actor":"rep_20","timestamp":"2026-03-28T02:57:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00566:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":68,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00566","actor":"rep_20","timestamp":"2026-03-28T02:44:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00566:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00566\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":334,"raw_payload":"{\"note_id\":\"nt_crm_00566\",\"attached_to\":\"hs_crm_00566\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00566\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00566","actor":"rep_20","timestamp":"2026-03-28T02:51:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00566:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=268577)","http_status":200,"latency_ms":145,"raw_payload":"{\"dealId\":\"dl_crm_00566\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=268577)"}},{"episode_id":"crm_00566","actor":"rep_20","timestamp":"2026-03-28T02:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00566:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00566)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00566\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00566\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00567","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-03-08T17:12:00.000Z","closed_at":"2026-03-08T18:24:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($177k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00567","actor":"rep_31","timestamp":"2026-03-08T17:12:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00567:00","content":"Operational trigger received from hubspot for Catalyst Software ($177k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":237,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00567","actor":"rep_31","timestamp":"2026-03-08T17:16:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00567:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00567\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":284,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00567\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00567","actor":"rep_31","timestamp":"2026-03-08T17:26:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00567:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":282,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00567\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00567","actor":"rep_31","timestamp":"2026-03-08T17:33:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00567:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":207,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00567","actor":"rep_31","timestamp":"2026-03-08T17:40:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00567:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":298,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00567","actor":"rep_31","timestamp":"2026-03-08T17:32:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00567:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":98,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00567","actor":"rep_31","timestamp":"2026-03-08T18:18:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00567:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00567\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":246,"raw_payload":"{\"note_id\":\"nt_crm_00567\",\"attached_to\":\"hs_crm_00567\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00567\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00567","actor":"rep_31","timestamp":"2026-03-08T18:22:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00567:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=396634)","http_status":200,"latency_ms":270,"raw_payload":"{\"dealId\":\"dl_crm_00567\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=396634)"}},{"episode_id":"crm_00567","actor":"rep_31","timestamp":"2026-03-08T18:24:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00567:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00567)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00567\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":161,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00567\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00568","actor":"rep_06","actor_name":"Marcus Vance","company":"Aura Therapeutics","opened_at":"2026-02-21T12:35:00.000Z","closed_at":"2026-02-21T13:47:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($346k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00568","actor":"rep_06","timestamp":"2026-02-21T12:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00568:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($346k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":53,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$346k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00568","actor":"rep_06","timestamp":"2026-02-21T12:40:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00568:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00568\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":204,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00568\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00568","actor":"rep_06","timestamp":"2026-02-21T12:45:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00568:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":241,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00568\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00568","actor":"rep_06","timestamp":"2026-02-21T12:47:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00568:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":211,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00568","actor":"rep_06","timestamp":"2026-02-21T12:59:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00568:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":269,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00568","actor":"rep_06","timestamp":"2026-02-21T13:10:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00568:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":108,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00568","actor":"rep_06","timestamp":"2026-02-21T13:23:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00568:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00568\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":243,"raw_payload":"{\"note_id\":\"nt_crm_00568\",\"attached_to\":\"hs_crm_00568\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00568\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00568","actor":"rep_06","timestamp":"2026-02-21T12:56:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00568:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=160946)","http_status":200,"latency_ms":306,"raw_payload":"{\"dealId\":\"dl_crm_00568\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=160946)"}},{"episode_id":"crm_00568","actor":"rep_06","timestamp":"2026-02-21T13:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00568:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00568)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00568\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00568\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00569","actor":"rep_32","actor_name":"Liam O'Connor","company":"NovaBio Labs","opened_at":"2026-02-27T17:26:00.000Z","closed_at":"2026-02-27T17:50:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($451k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00569","actor":"rep_32","timestamp":"2026-02-27T17:26:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00569:00","content":"Operational trigger received from hubspot for NovaBio Labs ($451k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$451k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00569","actor":"rep_32","timestamp":"2026-02-27T17:29:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00569:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00569\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":262,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00569\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00569","actor":"rep_32","timestamp":"2026-02-27T17:44:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00569:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":143,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00569\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00569","actor":"rep_32","timestamp":"2026-02-27T17:44:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00569:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":175,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00569","actor":"rep_32","timestamp":"2026-02-27T17:42:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00569:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":186,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00569","actor":"rep_32","timestamp":"2026-02-27T18:11:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00569:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":137,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00569","actor":"rep_32","timestamp":"2026-02-27T17:56:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00569:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00569\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":152,"raw_payload":"{\"note_id\":\"nt_crm_00569\",\"attached_to\":\"hs_crm_00569\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00569\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00569","actor":"rep_32","timestamp":"2026-02-27T18:22:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00569:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=271849)","http_status":200,"latency_ms":226,"raw_payload":"{\"dealId\":\"dl_crm_00569\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=271849)"}},{"episode_id":"crm_00569","actor":"rep_32","timestamp":"2026-02-27T17:50:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00569:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00569)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00569\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00569\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00570","actor":"rep_31","actor_name":"Aisha Taylor","company":"Meridian Logistics","opened_at":"2026-03-06T14:20:00.000Z","closed_at":"2026-03-06T15:08:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($269k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00570","actor":"rep_31","timestamp":"2026-03-06T14:20:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00570:00","content":"Operational trigger received from hubspot for Meridian Logistics ($269k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":92,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$269k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00570","actor":"rep_31","timestamp":"2026-03-06T14:28:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00570:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00570\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":200,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00570\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00570","actor":"rep_31","timestamp":"2026-03-06T14:40:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00570:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":252,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00570\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00570","actor":"rep_31","timestamp":"2026-03-06T14:53:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00570:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":200,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00570","actor":"rep_31","timestamp":"2026-03-06T14:56:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00570:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":229,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00570","actor":"rep_31","timestamp":"2026-03-06T14:45:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00570:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":264,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00570","actor":"rep_31","timestamp":"2026-03-06T15:02:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00570:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00570\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":224,"raw_payload":"{\"note_id\":\"nt_crm_00570\",\"attached_to\":\"hs_crm_00570\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00570\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00570","actor":"rep_31","timestamp":"2026-03-06T15:37:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00570:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=302723)","http_status":200,"latency_ms":289,"raw_payload":"{\"dealId\":\"dl_crm_00570\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=302723)"}},{"episode_id":"crm_00570","actor":"rep_31","timestamp":"2026-03-06T15:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00570:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00570)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00570\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":50,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00570\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00571","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-03-09T10:16:00.000Z","closed_at":"2026-03-09T10:48:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($261k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00571","actor":"rep_25","timestamp":"2026-03-09T10:16:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00571:00","content":"Operational trigger received from hubspot for Pinnacle Media ($261k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":250,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$261k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00571","actor":"rep_25","timestamp":"2026-03-09T10:22:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00571:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00571\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":225,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00571\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00571","actor":"rep_25","timestamp":"2026-03-09T10:24:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00571:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":234,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00571\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00571","actor":"rep_25","timestamp":"2026-03-09T10:49:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00571:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":204,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00571","actor":"rep_25","timestamp":"2026-03-09T10:44:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00571:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":162,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00571","actor":"rep_25","timestamp":"2026-03-09T10:36:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00571:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":92,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00571","actor":"rep_25","timestamp":"2026-03-09T10:46:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00571:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00571\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":233,"raw_payload":"{\"note_id\":\"nt_crm_00571\",\"attached_to\":\"hs_crm_00571\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00571\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00571","actor":"rep_25","timestamp":"2026-03-09T10:58:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00571:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=443204)","http_status":200,"latency_ms":232,"raw_payload":"{\"dealId\":\"dl_crm_00571\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=443204)"}},{"episode_id":"crm_00571","actor":"rep_25","timestamp":"2026-03-09T10:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00571:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00571)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00571\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00571\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00572","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-02-03T05:58:00.000Z","closed_at":"2026-02-03T07:10:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($295k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00572","actor":"rep_14","timestamp":"2026-02-03T05:58:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00572:00","content":"Operational trigger received from hubspot for Sentinel Networks ($295k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":161,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$295k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00572","actor":"rep_14","timestamp":"2026-02-03T06:02:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00572:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00572\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":100,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00572\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00572","actor":"rep_14","timestamp":"2026-02-03T06:10:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00572:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":319,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00572\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00572","actor":"rep_14","timestamp":"2026-02-03T06:13:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00572:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":150,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00572","actor":"rep_14","timestamp":"2026-02-03T06:14:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00572:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":279,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00572","actor":"rep_14","timestamp":"2026-02-03T06:53:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00572:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":150,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00572","actor":"rep_14","timestamp":"2026-02-03T06:52:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00572:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00572\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":214,"raw_payload":"{\"note_id\":\"nt_crm_00572\",\"attached_to\":\"hs_crm_00572\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00572\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00572","actor":"rep_14","timestamp":"2026-02-03T07:01:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00572:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=361286)","http_status":200,"latency_ms":234,"raw_payload":"{\"dealId\":\"dl_crm_00572\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=361286)"}},{"episode_id":"crm_00572","actor":"rep_14","timestamp":"2026-02-03T07:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00572:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00572)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00572\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00572\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00573","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-03-15T12:50:00.000Z","closed_at":"2026-03-15T14:02:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($445k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00573","actor":"rep_11","timestamp":"2026-03-15T12:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00573:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($445k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":244,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$445k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00573","actor":"rep_11","timestamp":"2026-03-15T12:56:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00573:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00573\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":164,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00573\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00573","actor":"rep_11","timestamp":"2026-03-15T12:58:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00573:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":232,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00573\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00573","actor":"rep_11","timestamp":"2026-03-15T13:05:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00573:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":231,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00573","actor":"rep_11","timestamp":"2026-03-15T13:30:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00573:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":307,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00573","actor":"rep_11","timestamp":"2026-03-15T13:40:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00573:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":127,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00573","actor":"rep_11","timestamp":"2026-03-15T13:26:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00573:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00573\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":190,"raw_payload":"{\"note_id\":\"nt_crm_00573\",\"attached_to\":\"hs_crm_00573\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00573\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00573","actor":"rep_11","timestamp":"2026-03-15T14:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00573:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=372922)","http_status":200,"latency_ms":220,"raw_payload":"{\"dealId\":\"dl_crm_00573\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=372922)"}},{"episode_id":"crm_00573","actor":"rep_11","timestamp":"2026-03-15T14:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00573:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00573)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00573\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":116,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00573\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00574","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-01-04T16:41:00.000Z","closed_at":"2026-01-04T17:21:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($284k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00574","actor":"rep_20","timestamp":"2026-01-04T16:41:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00574:00","content":"Operational trigger received from hubspot for Sentinel Networks ($284k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":97,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$284k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00574","actor":"rep_20","timestamp":"2026-01-04T16:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00574:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00574\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":266,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00574\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00574","actor":"rep_20","timestamp":"2026-01-04T16:51:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00574:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":245,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00574\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00574","actor":"rep_20","timestamp":"2026-01-04T17:08:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00574:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":131,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00574","actor":"rep_20","timestamp":"2026-01-04T17:25:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00574:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":162,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00574","actor":"rep_20","timestamp":"2026-01-04T17:26:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00574:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":259,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00574","actor":"rep_20","timestamp":"2026-01-04T17:29:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00574:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00574\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":324,"raw_payload":"{\"note_id\":\"nt_crm_00574\",\"attached_to\":\"hs_crm_00574\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00574\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00574","actor":"rep_20","timestamp":"2026-01-04T17:09:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00574:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=439262)","http_status":200,"latency_ms":169,"raw_payload":"{\"dealId\":\"dl_crm_00574\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=439262)"}},{"episode_id":"crm_00574","actor":"rep_20","timestamp":"2026-01-04T17:21:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00574:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00574)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00574\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00574\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00575","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-02-19T04:24:00.000Z","closed_at":"2026-02-19T05:12:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($170k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00575","actor":"rep_01","timestamp":"2026-02-19T04:24:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00575:00","content":"Operational trigger received from hubspot for Catalyst Software ($170k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":259,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$170k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00575","actor":"rep_01","timestamp":"2026-02-19T04:35:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00575:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00575\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":64,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00575\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00575","actor":"rep_01","timestamp":"2026-02-19T04:36:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00575:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":107,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00575\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00575","actor":"rep_01","timestamp":"2026-02-19T04:39:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00575:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":325,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00575","actor":"rep_01","timestamp":"2026-02-19T04:56:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00575:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":137,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00575","actor":"rep_01","timestamp":"2026-02-19T05:09:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00575:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":150,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00575","actor":"rep_01","timestamp":"2026-02-19T05:06:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00575:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00575\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":260,"raw_payload":"{\"note_id\":\"nt_crm_00575\",\"attached_to\":\"hs_crm_00575\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00575\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00575","actor":"rep_01","timestamp":"2026-02-19T05:27:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00575:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=364861)","http_status":200,"latency_ms":337,"raw_payload":"{\"dealId\":\"dl_crm_00575\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=364861)"}},{"episode_id":"crm_00575","actor":"rep_01","timestamp":"2026-02-19T05:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00575:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00575)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00575\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":260,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00575\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00576","actor":"rep_19","actor_name":"James Wilson","company":"Vertex Cyber","opened_at":"2026-01-17T16:53:00.000Z","closed_at":"2026-01-17T18:13:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($58k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00576","actor":"rep_19","timestamp":"2026-01-17T16:53:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00576:00","content":"Operational trigger received from hubspot for Vertex Cyber ($58k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":86,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$58k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00576","actor":"rep_19","timestamp":"2026-01-17T17:01:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00576:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00576\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":260,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00576\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00576","actor":"rep_19","timestamp":"2026-01-17T17:03:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00576:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":183,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00576\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00576","actor":"rep_19","timestamp":"2026-01-17T17:11:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00576:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":166,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00576","actor":"rep_19","timestamp":"2026-01-17T17:09:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00576:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":100,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00576","actor":"rep_19","timestamp":"2026-01-17T17:28:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00576:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":68,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00576","actor":"rep_19","timestamp":"2026-01-17T17:29:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00576:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00576\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":141,"raw_payload":"{\"note_id\":\"nt_crm_00576\",\"attached_to\":\"hs_crm_00576\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00576\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00576","actor":"rep_19","timestamp":"2026-01-17T17:56:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00576:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=352253)","http_status":200,"latency_ms":183,"raw_payload":"{\"dealId\":\"dl_crm_00576\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=352253)"}},{"episode_id":"crm_00576","actor":"rep_19","timestamp":"2026-01-17T18:13:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00576:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00576)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00576\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00576\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00577","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-02-12T12:19:00.000Z","closed_at":"2026-02-12T13:31:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($386k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00577","actor":"rep_06","timestamp":"2026-02-12T12:19:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00577:00","content":"Operational trigger received from hubspot for Catalyst Software ($386k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$386k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00577","actor":"rep_06","timestamp":"2026-02-12T12:29:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00577:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00577\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":259,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00577\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00577","actor":"rep_06","timestamp":"2026-02-12T12:25:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00577:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":102,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00577\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00577","actor":"rep_06","timestamp":"2026-02-12T12:28:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00577:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":251,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00577","actor":"rep_06","timestamp":"2026-02-12T12:35:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00577:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":249,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00577","actor":"rep_06","timestamp":"2026-02-12T12:54:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00577:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":171,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00577","actor":"rep_06","timestamp":"2026-02-12T12:49:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00577:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00577\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":326,"raw_payload":"{\"note_id\":\"nt_crm_00577\",\"attached_to\":\"hs_crm_00577\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00577\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00577","actor":"rep_06","timestamp":"2026-02-12T13:22:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00577:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=350709)","http_status":200,"latency_ms":294,"raw_payload":"{\"dealId\":\"dl_crm_00577\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=350709)"}},{"episode_id":"crm_00577","actor":"rep_06","timestamp":"2026-02-12T13:31:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00577:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00577)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00577\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00577\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00578","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-02-22T14:04:00.000Z","closed_at":"2026-02-22T14:52:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($296k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00578","actor":"rep_31","timestamp":"2026-02-22T14:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00578:00","content":"Operational trigger received from hubspot for Beacon Energy ($296k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":52,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$296k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00578","actor":"rep_31","timestamp":"2026-02-22T14:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00578:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00578\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":83,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00578\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00578","actor":"rep_31","timestamp":"2026-02-22T14:20:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00578:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":87,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00578\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00578","actor":"rep_31","timestamp":"2026-02-22T14:13:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00578:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":351,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00578","actor":"rep_31","timestamp":"2026-02-22T14:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00578:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":239,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00578","actor":"rep_31","timestamp":"2026-02-22T14:44:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00578:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":166,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00578","actor":"rep_31","timestamp":"2026-02-22T14:28:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00578:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00578\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":127,"raw_payload":"{\"note_id\":\"nt_crm_00578\",\"attached_to\":\"hs_crm_00578\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00578\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00578","actor":"rep_31","timestamp":"2026-02-22T14:25:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00578:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=306348)","http_status":200,"latency_ms":119,"raw_payload":"{\"dealId\":\"dl_crm_00578\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=306348)"}},{"episode_id":"crm_00578","actor":"rep_31","timestamp":"2026-02-22T14:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00578:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00578)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00578\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":195,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00578\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00579","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-01-18T02:06:00.000Z","closed_at":"2026-01-18T02:46:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($462k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00579","actor":"rep_19","timestamp":"2026-01-18T02:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00579:00","content":"Operational trigger received from hubspot for Stripe Technologies ($462k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":89,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$462k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00579","actor":"rep_19","timestamp":"2026-01-18T02:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00579:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00579\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":147,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00579\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00579","actor":"rep_19","timestamp":"2026-01-18T02:28:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00579:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":195,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00579\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00579","actor":"rep_19","timestamp":"2026-01-18T02:15:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00579:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":340,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00579","actor":"rep_19","timestamp":"2026-01-18T02:38:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00579:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":301,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00579","actor":"rep_19","timestamp":"2026-01-18T03:01:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00579:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":104,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00579","actor":"rep_19","timestamp":"2026-01-18T02:24:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00579:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00579\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":193,"raw_payload":"{\"note_id\":\"nt_crm_00579\",\"attached_to\":\"hs_crm_00579\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00579\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00579","actor":"rep_19","timestamp":"2026-01-18T03:16:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00579:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=303880)","http_status":200,"latency_ms":292,"raw_payload":"{\"dealId\":\"dl_crm_00579\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=303880)"}},{"episode_id":"crm_00579","actor":"rep_19","timestamp":"2026-01-18T02:46:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00579:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00579)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00579\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00579\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00580","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-03-26T04:06:00.000Z","closed_at":"2026-03-26T05:10:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($221k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00580","actor":"rep_25","timestamp":"2026-03-26T04:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00580:00","content":"Operational trigger received from hubspot for Acme Health Systems ($221k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":262,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$221k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00580","actor":"rep_25","timestamp":"2026-03-26T04:12:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00580:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00580\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":233,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00580\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00580","actor":"rep_25","timestamp":"2026-03-26T04:22:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00580:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":176,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00580\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00580","actor":"rep_25","timestamp":"2026-03-26T04:36:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00580:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":225,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00580","actor":"rep_25","timestamp":"2026-03-26T04:50:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00580:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":195,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00580","actor":"rep_25","timestamp":"2026-03-26T04:31:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00580:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":264,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00580","actor":"rep_25","timestamp":"2026-03-26T04:48:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00580:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00580\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":159,"raw_payload":"{\"note_id\":\"nt_crm_00580\",\"attached_to\":\"hs_crm_00580\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00580\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00580","actor":"rep_25","timestamp":"2026-03-26T04:41:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00580:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=171980)","http_status":200,"latency_ms":132,"raw_payload":"{\"dealId\":\"dl_crm_00580\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=171980)"}},{"episode_id":"crm_00580","actor":"rep_25","timestamp":"2026-03-26T05:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00580:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00580)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00580\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":218,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00580\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00581","actor":"rep_09","actor_name":"Elena Rostova","company":"Meridian Logistics","opened_at":"2026-03-03T21:10:00.000Z","closed_at":"2026-03-03T21:50:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($181k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00581","actor":"rep_09","timestamp":"2026-03-03T21:10:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00581:00","content":"Operational trigger received from hubspot for Meridian Logistics ($181k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":181,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$181k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00581","actor":"rep_09","timestamp":"2026-03-03T21:15:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00581:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00581\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":246,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00581\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00581","actor":"rep_09","timestamp":"2026-03-03T21:28:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00581:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":175,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00581\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00581","actor":"rep_09","timestamp":"2026-03-03T21:34:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00581:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":189,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00581","actor":"rep_09","timestamp":"2026-03-03T21:46:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00581:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":100,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00581","actor":"rep_09","timestamp":"2026-03-03T21:25:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00581:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":204,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00581","actor":"rep_09","timestamp":"2026-03-03T22:16:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00581:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00581\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":189,"raw_payload":"{\"note_id\":\"nt_crm_00581\",\"attached_to\":\"hs_crm_00581\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00581\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00581","actor":"rep_09","timestamp":"2026-03-03T22:27:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00581:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=53959)","http_status":200,"latency_ms":150,"raw_payload":"{\"dealId\":\"dl_crm_00581\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=53959)"}},{"episode_id":"crm_00581","actor":"rep_09","timestamp":"2026-03-03T21:50:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00581:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00581)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00581\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":54,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00581\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00582","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-02-05T08:31:00.000Z","closed_at":"2026-02-05T09:11:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($412k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00582","actor":"rep_14","timestamp":"2026-02-05T08:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00582:00","content":"Operational trigger received from hubspot for Beacon Energy ($412k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$412k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00582","actor":"rep_14","timestamp":"2026-02-05T08:36:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00582:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00582\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":243,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00582\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00582","actor":"rep_14","timestamp":"2026-02-05T08:41:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00582:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":152,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00582\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00582","actor":"rep_14","timestamp":"2026-02-05T08:40:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00582:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":320,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00582","actor":"rep_14","timestamp":"2026-02-05T08:47:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00582:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":319,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00582","actor":"rep_14","timestamp":"2026-02-05T09:01:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00582:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":106,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00582","actor":"rep_14","timestamp":"2026-02-05T09:37:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00582:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00582\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":272,"raw_payload":"{\"note_id\":\"nt_crm_00582\",\"attached_to\":\"hs_crm_00582\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00582\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00582","actor":"rep_14","timestamp":"2026-02-05T08:59:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00582:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=431427)","http_status":200,"latency_ms":270,"raw_payload":"{\"dealId\":\"dl_crm_00582\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=431427)"}},{"episode_id":"crm_00582","actor":"rep_14","timestamp":"2026-02-05T09:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00582:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00582)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00582\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":120,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00582\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00583","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-01-17T18:46:00.000Z","closed_at":"2026-01-17T19:34:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($205k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00583","actor":"rep_37","timestamp":"2026-01-17T18:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00583:00","content":"Operational trigger received from hubspot for Stripe Technologies ($205k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":240,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$205k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00583","actor":"rep_37","timestamp":"2026-01-17T18:54:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00583:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00583\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":223,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00583\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00583","actor":"rep_37","timestamp":"2026-01-17T18:56:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00583:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":210,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00583\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00583","actor":"rep_37","timestamp":"2026-01-17T19:19:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00583:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":265,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00583","actor":"rep_37","timestamp":"2026-01-17T19:10:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00583:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":159,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00583","actor":"rep_37","timestamp":"2026-01-17T19:01:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00583:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":158,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00583","actor":"rep_37","timestamp":"2026-01-17T19:52:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00583:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00583\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":308,"raw_payload":"{\"note_id\":\"nt_crm_00583\",\"attached_to\":\"hs_crm_00583\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00583\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00583","actor":"rep_37","timestamp":"2026-01-17T19:07:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00583:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=183626)","http_status":200,"latency_ms":129,"raw_payload":"{\"dealId\":\"dl_crm_00583\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=183626)"}},{"episode_id":"crm_00583","actor":"rep_37","timestamp":"2026-01-17T19:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00583:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00583)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00583\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00583\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00584","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-01-14T03:19:00.000Z","closed_at":"2026-01-14T04:23:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($90k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00584","actor":"rep_31","timestamp":"2026-01-14T03:19:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00584:00","content":"Operational trigger received from hubspot for NovaBio Labs ($90k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":190,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$90k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00584","actor":"rep_31","timestamp":"2026-01-14T03:23:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00584:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00584\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":171,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00584\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00584","actor":"rep_31","timestamp":"2026-01-14T03:25:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00584:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":227,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00584\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00584","actor":"rep_31","timestamp":"2026-01-14T03:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00584:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":236,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00584","actor":"rep_31","timestamp":"2026-01-14T03:59:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00584:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":160,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00584","actor":"rep_31","timestamp":"2026-01-14T03:44:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00584:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":116,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00584","actor":"rep_31","timestamp":"2026-01-14T04:25:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00584:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00584\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":168,"raw_payload":"{\"note_id\":\"nt_crm_00584\",\"attached_to\":\"hs_crm_00584\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00584\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00584","actor":"rep_31","timestamp":"2026-01-14T04:01:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00584:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=126093)","http_status":200,"latency_ms":169,"raw_payload":"{\"dealId\":\"dl_crm_00584\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=126093)"}},{"episode_id":"crm_00584","actor":"rep_31","timestamp":"2026-01-14T04:23:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00584:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00584)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00584\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":50,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00584\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00585","actor":"rep_20","actor_name":"Maya Patel","company":"Aura Therapeutics","opened_at":"2026-02-27T23:17:00.000Z","closed_at":"2026-02-27T23:41:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($153k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00585","actor":"rep_20","timestamp":"2026-02-27T23:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00585:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($153k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":238,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$153k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00585","actor":"rep_20","timestamp":"2026-02-27T23:22:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00585:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00585\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":264,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00585\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00585","actor":"rep_20","timestamp":"2026-02-27T23:35:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00585:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":208,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00585\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00585","actor":"rep_20","timestamp":"2026-02-27T23:38:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00585:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":351,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00585","actor":"rep_20","timestamp":"2026-02-28T00:01:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00585:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":175,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00585","actor":"rep_20","timestamp":"2026-02-27T23:42:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00585:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":179,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00585","actor":"rep_20","timestamp":"2026-02-27T23:53:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00585:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00585\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":165,"raw_payload":"{\"note_id\":\"nt_crm_00585\",\"attached_to\":\"hs_crm_00585\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00585\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00585","actor":"rep_20","timestamp":"2026-02-27T23:45:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00585:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=403588)","http_status":200,"latency_ms":175,"raw_payload":"{\"dealId\":\"dl_crm_00585\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=403588)"}},{"episode_id":"crm_00585","actor":"rep_20","timestamp":"2026-02-27T23:41:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00585:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00585)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00585\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00585\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00586","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-02-08T21:56:00.000Z","closed_at":"2026-02-08T23:08:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($420k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00586","actor":"rep_06","timestamp":"2026-02-08T21:56:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00586:00","content":"Operational trigger received from hubspot for CloudScale Data ($420k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":231,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$420k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00586","actor":"rep_06","timestamp":"2026-02-08T22:06:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00586:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00586\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":131,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00586\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00586","actor":"rep_06","timestamp":"2026-02-08T22:18:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00586:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":94,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00586\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00586","actor":"rep_06","timestamp":"2026-02-08T22:23:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00586:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":338,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00586","actor":"rep_06","timestamp":"2026-02-08T22:24:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00586:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":101,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00586","actor":"rep_06","timestamp":"2026-02-08T22:41:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00586:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":128,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00586","actor":"rep_06","timestamp":"2026-02-08T22:32:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00586:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00586\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":285,"raw_payload":"{\"note_id\":\"nt_crm_00586\",\"attached_to\":\"hs_crm_00586\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00586\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00586","actor":"rep_06","timestamp":"2026-02-08T22:31:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00586:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=370391)","http_status":200,"latency_ms":245,"raw_payload":"{\"dealId\":\"dl_crm_00586\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=370391)"}},{"episode_id":"crm_00586","actor":"rep_06","timestamp":"2026-02-08T23:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00586:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00586)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00586\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":108,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00586\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00587","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-03-11T07:00:00.000Z","closed_at":"2026-03-11T07:48:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($255k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00587","actor":"rep_32","timestamp":"2026-03-11T07:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00587:00","content":"Operational trigger received from hubspot for Pinnacle Media ($255k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":113,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$255k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00587","actor":"rep_32","timestamp":"2026-03-11T07:07:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00587:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00587\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":150,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00587\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00587","actor":"rep_32","timestamp":"2026-03-11T07:18:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00587:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":89,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00587\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00587","actor":"rep_32","timestamp":"2026-03-11T07:30:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00587:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":214,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00587","actor":"rep_32","timestamp":"2026-03-11T07:24:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00587:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":230,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00587","actor":"rep_32","timestamp":"2026-03-11T07:50:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00587:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":269,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00587","actor":"rep_32","timestamp":"2026-03-11T07:18:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00587:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00587\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":286,"raw_payload":"{\"note_id\":\"nt_crm_00587\",\"attached_to\":\"hs_crm_00587\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00587\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00587","actor":"rep_32","timestamp":"2026-03-11T08:03:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00587:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=238728)","http_status":200,"latency_ms":129,"raw_payload":"{\"dealId\":\"dl_crm_00587\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=238728)"}},{"episode_id":"crm_00587","actor":"rep_32","timestamp":"2026-03-11T07:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00587:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00587)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00587\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":118,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00587\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00588","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-01-29T11:10:00.000Z","closed_at":"2026-01-29T12:22:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($373k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00588","actor":"rep_01","timestamp":"2026-01-29T11:10:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00588:00","content":"Operational trigger received from hubspot for CloudScale Data ($373k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$373k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00588","actor":"rep_01","timestamp":"2026-01-29T11:17:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00588:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00588\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":230,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00588\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00588","actor":"rep_01","timestamp":"2026-01-29T11:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00588:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":195,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00588\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00588","actor":"rep_01","timestamp":"2026-01-29T11:19:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00588:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":215,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00588","actor":"rep_01","timestamp":"2026-01-29T11:42:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00588:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":125,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00588","actor":"rep_01","timestamp":"2026-01-29T12:00:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00588:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":108,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00588","actor":"rep_01","timestamp":"2026-01-29T11:46:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00588:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00588\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":278,"raw_payload":"{\"note_id\":\"nt_crm_00588\",\"attached_to\":\"hs_crm_00588\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00588\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00588","actor":"rep_01","timestamp":"2026-01-29T11:38:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00588:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=295274)","http_status":200,"latency_ms":227,"raw_payload":"{\"dealId\":\"dl_crm_00588\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=295274)"}},{"episode_id":"crm_00588","actor":"rep_01","timestamp":"2026-01-29T12:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00588:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00588)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00588\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":81,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00588\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00589","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-01-18T11:07:00.000Z","closed_at":"2026-01-18T11:47:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($332k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00589","actor":"rep_01","timestamp":"2026-01-18T11:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00589:00","content":"Operational trigger received from hubspot for Apex Retail Group ($332k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":100,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$332k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00589","actor":"rep_01","timestamp":"2026-01-18T11:18:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00589:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00589\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":140,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00589\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00589","actor":"rep_01","timestamp":"2026-01-18T11:15:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00589:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":304,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00589\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00589","actor":"rep_01","timestamp":"2026-01-18T11:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00589:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":344,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00589","actor":"rep_01","timestamp":"2026-01-18T11:47:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00589:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":282,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00589","actor":"rep_01","timestamp":"2026-01-18T11:42:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00589:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":53,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00589","actor":"rep_01","timestamp":"2026-01-18T12:07:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00589:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00589\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":99,"raw_payload":"{\"note_id\":\"nt_crm_00589\",\"attached_to\":\"hs_crm_00589\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00589\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00589","actor":"rep_01","timestamp":"2026-01-18T11:49:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00589:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=445913)","http_status":200,"latency_ms":128,"raw_payload":"{\"dealId\":\"dl_crm_00589\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=445913)"}},{"episode_id":"crm_00589","actor":"rep_01","timestamp":"2026-01-18T11:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00589:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00589)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00589\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":161,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00589\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00590","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-01-09T22:23:00.000Z","closed_at":"2026-01-09T23:35:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($119k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00590","actor":"rep_06","timestamp":"2026-01-09T22:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00590:00","content":"Operational trigger received from hubspot for Stripe Technologies ($119k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":242,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$119k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00590","actor":"rep_06","timestamp":"2026-01-09T22:33:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00590:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00590\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":122,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00590\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00590","actor":"rep_06","timestamp":"2026-01-09T22:33:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00590:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":252,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00590\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00590","actor":"rep_06","timestamp":"2026-01-09T22:32:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00590:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":151,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00590","actor":"rep_06","timestamp":"2026-01-09T22:47:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00590:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":109,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00590","actor":"rep_06","timestamp":"2026-01-09T23:08:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00590:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":188,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00590","actor":"rep_06","timestamp":"2026-01-09T22:47:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00590:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00590\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":118,"raw_payload":"{\"note_id\":\"nt_crm_00590\",\"attached_to\":\"hs_crm_00590\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00590\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00590","actor":"rep_06","timestamp":"2026-01-09T22:58:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00590:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=103849)","http_status":200,"latency_ms":327,"raw_payload":"{\"dealId\":\"dl_crm_00590\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=103849)"}},{"episode_id":"crm_00590","actor":"rep_06","timestamp":"2026-01-09T23:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00590:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00590)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00590\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":187,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00590\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00591","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-02-21T01:17:00.000Z","closed_at":"2026-02-21T02:05:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($408k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00591","actor":"rep_11","timestamp":"2026-02-21T01:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00591:00","content":"Operational trigger received from hubspot for Vanguard Financial ($408k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":192,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$408k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00591","actor":"rep_11","timestamp":"2026-02-21T01:22:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00591:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00591\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":68,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00591\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00591","actor":"rep_11","timestamp":"2026-02-21T01:23:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00591:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":200,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00591\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00591","actor":"rep_11","timestamp":"2026-02-21T01:44:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00591:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":178,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00591","actor":"rep_11","timestamp":"2026-02-21T01:33:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00591:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":135,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00591","actor":"rep_11","timestamp":"2026-02-21T01:47:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00591:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":279,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00591","actor":"rep_11","timestamp":"2026-02-21T01:53:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00591:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00591\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":322,"raw_payload":"{\"note_id\":\"nt_crm_00591\",\"attached_to\":\"hs_crm_00591\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00591\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00591","actor":"rep_11","timestamp":"2026-02-21T01:45:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00591:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=236718)","http_status":200,"latency_ms":335,"raw_payload":"{\"dealId\":\"dl_crm_00591\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=236718)"}},{"episode_id":"crm_00591","actor":"rep_11","timestamp":"2026-02-21T02:05:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00591:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00591)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00591\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00591\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00592","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-02-28T08:13:00.000Z","closed_at":"2026-02-28T09:25:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($424k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00592","actor":"rep_01","timestamp":"2026-02-28T08:13:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00592:00","content":"Operational trigger received from hubspot for Vertex Cyber ($424k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":284,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$424k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00592","actor":"rep_01","timestamp":"2026-02-28T08:18:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00592:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00592\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":239,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00592\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00592","actor":"rep_01","timestamp":"2026-02-28T08:31:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00592:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":129,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00592\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00592","actor":"rep_01","timestamp":"2026-02-28T08:25:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00592:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":150,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00592","actor":"rep_01","timestamp":"2026-02-28T08:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00592:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":138,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00592","actor":"rep_01","timestamp":"2026-02-28T08:38:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00592:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":183,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00592","actor":"rep_01","timestamp":"2026-02-28T09:07:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00592:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00592\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":263,"raw_payload":"{\"note_id\":\"nt_crm_00592\",\"attached_to\":\"hs_crm_00592\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00592\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00592","actor":"rep_01","timestamp":"2026-02-28T09:02:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00592:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=426118)","http_status":200,"latency_ms":139,"raw_payload":"{\"dealId\":\"dl_crm_00592\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=426118)"}},{"episode_id":"crm_00592","actor":"rep_01","timestamp":"2026-02-28T09:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00592:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00592)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00592\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00592\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00593","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-03-25T04:47:00.000Z","closed_at":"2026-03-25T06:07:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($333k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00593","actor":"rep_20","timestamp":"2026-03-25T04:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00593:00","content":"Operational trigger received from hubspot for FinTech Global ($333k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":115,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$333k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00593","actor":"rep_20","timestamp":"2026-03-25T04:57:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00593:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00593\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":78,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00593\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00593","actor":"rep_20","timestamp":"2026-03-25T05:09:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00593:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":246,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00593\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00593","actor":"rep_20","timestamp":"2026-03-25T05:08:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00593:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":141,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00593","actor":"rep_20","timestamp":"2026-03-25T05:07:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00593:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":93,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00593","actor":"rep_20","timestamp":"2026-03-25T05:42:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00593:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":99,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00593","actor":"rep_20","timestamp":"2026-03-25T05:11:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00593:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00593\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":312,"raw_payload":"{\"note_id\":\"nt_crm_00593\",\"attached_to\":\"hs_crm_00593\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00593\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00593","actor":"rep_20","timestamp":"2026-03-25T06:04:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00593:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=360010)","http_status":200,"latency_ms":261,"raw_payload":"{\"dealId\":\"dl_crm_00593\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=360010)"}},{"episode_id":"crm_00593","actor":"rep_20","timestamp":"2026-03-25T06:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00593:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00593)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00593\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":276,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00593\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00594","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-01-06T06:47:00.000Z","closed_at":"2026-01-06T07:11:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($199k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00594","actor":"rep_01","timestamp":"2026-01-06T06:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00594:00","content":"Operational trigger received from hubspot for CloudScale Data ($199k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$199k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00594","actor":"rep_01","timestamp":"2026-01-06T06:56:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00594:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00594\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":111,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00594\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00594","actor":"rep_01","timestamp":"2026-01-06T07:07:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00594:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":107,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00594\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00594","actor":"rep_01","timestamp":"2026-01-06T07:17:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00594:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":250,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00594","actor":"rep_01","timestamp":"2026-01-06T07:19:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00594:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":189,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00594","actor":"rep_01","timestamp":"2026-01-06T07:12:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00594:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":211,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00594","actor":"rep_01","timestamp":"2026-01-06T07:29:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00594:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00594\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":168,"raw_payload":"{\"note_id\":\"nt_crm_00594\",\"attached_to\":\"hs_crm_00594\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00594\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00594","actor":"rep_01","timestamp":"2026-01-06T07:50:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00594:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=212132)","http_status":200,"latency_ms":129,"raw_payload":"{\"dealId\":\"dl_crm_00594\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=212132)"}},{"episode_id":"crm_00594","actor":"rep_01","timestamp":"2026-01-06T07:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00594:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00594)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00594\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":141,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00594\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00595","actor":"rep_09","actor_name":"Elena Rostova","company":"CloudScale Data","opened_at":"2026-01-20T02:38:00.000Z","closed_at":"2026-01-20T03:34:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($120k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00595","actor":"rep_09","timestamp":"2026-01-20T02:38:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00595:00","content":"Operational trigger received from hubspot for CloudScale Data ($120k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$120k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00595","actor":"rep_09","timestamp":"2026-01-20T02:41:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00595:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00595\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":241,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00595\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00595","actor":"rep_09","timestamp":"2026-01-20T02:52:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00595:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":168,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00595\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00595","actor":"rep_09","timestamp":"2026-01-20T03:05:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00595:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":228,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00595","actor":"rep_09","timestamp":"2026-01-20T03:10:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00595:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":94,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00595","actor":"rep_09","timestamp":"2026-01-20T03:03:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00595:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":133,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00595","actor":"rep_09","timestamp":"2026-01-20T02:56:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00595:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00595\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":193,"raw_payload":"{\"note_id\":\"nt_crm_00595\",\"attached_to\":\"hs_crm_00595\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00595\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00595","actor":"rep_09","timestamp":"2026-01-20T02:59:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00595:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=445919)","http_status":200,"latency_ms":178,"raw_payload":"{\"dealId\":\"dl_crm_00595\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=445919)"}},{"episode_id":"crm_00595","actor":"rep_09","timestamp":"2026-01-20T03:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00595:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00595)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00595\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00595\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00596","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-02-12T18:45:00.000Z","closed_at":"2026-02-12T19:49:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($89k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00596","actor":"rep_37","timestamp":"2026-02-12T18:45:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00596:00","content":"Operational trigger received from hubspot for Nexus AI ($89k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":117,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$89k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00596","actor":"rep_37","timestamp":"2026-02-12T18:55:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00596:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00596\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":230,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00596\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00596","actor":"rep_37","timestamp":"2026-02-12T18:59:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00596:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":226,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00596\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00596","actor":"rep_37","timestamp":"2026-02-12T19:03:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00596:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":208,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00596","actor":"rep_37","timestamp":"2026-02-12T19:01:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00596:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":142,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00596","actor":"rep_37","timestamp":"2026-02-12T19:30:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00596:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":118,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00596","actor":"rep_37","timestamp":"2026-02-12T19:15:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00596:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00596\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":145,"raw_payload":"{\"note_id\":\"nt_crm_00596\",\"attached_to\":\"hs_crm_00596\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00596\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00596","actor":"rep_37","timestamp":"2026-02-12T19:48:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00596:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=218347)","http_status":200,"latency_ms":165,"raw_payload":"{\"dealId\":\"dl_crm_00596\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=218347)"}},{"episode_id":"crm_00596","actor":"rep_37","timestamp":"2026-02-12T19:49:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00596:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00596)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00596\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":204,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00596\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00597","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-01-08T12:21:00.000Z","closed_at":"2026-01-08T13:25:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($375k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00597","actor":"rep_06","timestamp":"2026-01-08T12:21:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00597:00","content":"Operational trigger received from hubspot for CloudScale Data ($375k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$375k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00597","actor":"rep_06","timestamp":"2026-01-08T12:25:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00597:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00597\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":214,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00597\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00597","actor":"rep_06","timestamp":"2026-01-08T12:39:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00597:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":142,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00597\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00597","actor":"rep_06","timestamp":"2026-01-08T12:51:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00597:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":216,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00597","actor":"rep_06","timestamp":"2026-01-08T12:37:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00597:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":294,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00597","actor":"rep_06","timestamp":"2026-01-08T12:56:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00597:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":245,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00597","actor":"rep_06","timestamp":"2026-01-08T13:09:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00597:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00597\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":317,"raw_payload":"{\"note_id\":\"nt_crm_00597\",\"attached_to\":\"hs_crm_00597\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00597\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00597","actor":"rep_06","timestamp":"2026-01-08T12:56:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00597:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=198857)","http_status":200,"latency_ms":118,"raw_payload":"{\"dealId\":\"dl_crm_00597\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=198857)"}},{"episode_id":"crm_00597","actor":"rep_06","timestamp":"2026-01-08T13:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00597:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00597)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00597\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00597\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00598","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-02-26T06:33:00.000Z","closed_at":"2026-02-26T08:01:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($335k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00598","actor":"rep_01","timestamp":"2026-02-26T06:33:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00598:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($335k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":57,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$335k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00598","actor":"rep_01","timestamp":"2026-02-26T06:42:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00598:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00598\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":226,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00598\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00598","actor":"rep_01","timestamp":"2026-02-26T06:43:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00598:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":218,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00598\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00598","actor":"rep_01","timestamp":"2026-02-26T06:51:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00598:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":241,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00598","actor":"rep_01","timestamp":"2026-02-26T07:13:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00598:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":97,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00598","actor":"rep_01","timestamp":"2026-02-26T06:53:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00598:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":92,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00598","actor":"rep_01","timestamp":"2026-02-26T06:51:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00598:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00598\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":314,"raw_payload":"{\"note_id\":\"nt_crm_00598\",\"attached_to\":\"hs_crm_00598\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00598\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00598","actor":"rep_01","timestamp":"2026-02-26T07:43:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00598:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=190170)","http_status":200,"latency_ms":172,"raw_payload":"{\"dealId\":\"dl_crm_00598\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=190170)"}},{"episode_id":"crm_00598","actor":"rep_01","timestamp":"2026-02-26T08:01:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00598:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00598)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00598\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":251,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00598\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00599","actor":"rep_25","actor_name":"Carlos Mendez","company":"Beacon Energy","opened_at":"2026-02-13T20:43:00.000Z","closed_at":"2026-02-13T21:55:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($134k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00599","actor":"rep_25","timestamp":"2026-02-13T20:43:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00599:00","content":"Operational trigger received from hubspot for Beacon Energy ($134k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$134k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00599","actor":"rep_25","timestamp":"2026-02-13T20:46:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00599:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00599\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":122,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00599\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00599","actor":"rep_25","timestamp":"2026-02-13T21:05:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00599:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":196,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00599\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00599","actor":"rep_25","timestamp":"2026-02-13T21:13:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00599:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":209,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00599","actor":"rep_25","timestamp":"2026-02-13T21:03:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00599:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":192,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00599","actor":"rep_25","timestamp":"2026-02-13T21:03:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00599:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":74,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00599","actor":"rep_25","timestamp":"2026-02-13T21:43:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00599:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00599\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":172,"raw_payload":"{\"note_id\":\"nt_crm_00599\",\"attached_to\":\"hs_crm_00599\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00599\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00599","actor":"rep_25","timestamp":"2026-02-13T21:11:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00599:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=372360)","http_status":200,"latency_ms":194,"raw_payload":"{\"dealId\":\"dl_crm_00599\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=372360)"}},{"episode_id":"crm_00599","actor":"rep_25","timestamp":"2026-02-13T21:55:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00599:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00599)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00599\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":155,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00599\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00600","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-02-12T03:50:00.000Z","closed_at":"2026-02-12T04:54:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($458k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00600","actor":"rep_09","timestamp":"2026-02-12T03:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00600:00","content":"Operational trigger received from hubspot for Pinnacle Media ($458k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$458k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00600","actor":"rep_09","timestamp":"2026-02-12T04:00:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00600:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00600\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":199,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00600\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00600","actor":"rep_09","timestamp":"2026-02-12T04:00:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00600:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":107,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00600\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00600","actor":"rep_09","timestamp":"2026-02-12T04:11:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00600:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":271,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00600","actor":"rep_09","timestamp":"2026-02-12T04:14:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00600:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":217,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00600","actor":"rep_09","timestamp":"2026-02-12T04:05:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00600:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":269,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00600","actor":"rep_09","timestamp":"2026-02-12T04:56:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00600:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00600\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":297,"raw_payload":"{\"note_id\":\"nt_crm_00600\",\"attached_to\":\"hs_crm_00600\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00600\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00600","actor":"rep_09","timestamp":"2026-02-12T05:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00600:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=136251)","http_status":200,"latency_ms":182,"raw_payload":"{\"dealId\":\"dl_crm_00600\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=136251)"}},{"episode_id":"crm_00600","actor":"rep_09","timestamp":"2026-02-12T04:54:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00600:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00600)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00600\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":274,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00600\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00601","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-01-25T08:05:00.000Z","closed_at":"2026-01-25T09:17:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($319k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00601","actor":"rep_37","timestamp":"2026-01-25T08:05:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00601:00","content":"Operational trigger received from hubspot for Vertex Cyber ($319k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$319k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00601","actor":"rep_37","timestamp":"2026-01-25T08:13:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00601:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00601\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":132,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00601\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00601","actor":"rep_37","timestamp":"2026-01-25T08:17:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00601:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":120,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00601\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00601","actor":"rep_37","timestamp":"2026-01-25T08:38:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00601:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":327,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00601","actor":"rep_37","timestamp":"2026-01-25T08:25:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00601:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":126,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00601","actor":"rep_37","timestamp":"2026-01-25T08:35:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00601:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":113,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00601","actor":"rep_37","timestamp":"2026-01-25T08:59:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00601:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00601\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":249,"raw_payload":"{\"note_id\":\"nt_crm_00601\",\"attached_to\":\"hs_crm_00601\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00601\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00601","actor":"rep_37","timestamp":"2026-01-25T08:26:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00601:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=61788)","http_status":200,"latency_ms":186,"raw_payload":"{\"dealId\":\"dl_crm_00601\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=61788)"}},{"episode_id":"crm_00601","actor":"rep_37","timestamp":"2026-01-25T09:17:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00601:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00601)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00601\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":207,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00601\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00602","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-03-21T20:37:00.000Z","closed_at":"2026-03-21T21:01:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($425k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00602","actor":"rep_01","timestamp":"2026-03-21T20:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00602:00","content":"Operational trigger received from hubspot for FinTech Global ($425k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":222,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$425k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00602","actor":"rep_01","timestamp":"2026-03-21T20:46:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00602:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00602\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":173,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00602\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00602","actor":"rep_01","timestamp":"2026-03-21T20:53:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00602:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":209,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00602\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00602","actor":"rep_01","timestamp":"2026-03-21T21:04:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00602:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":332,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00602","actor":"rep_01","timestamp":"2026-03-21T21:17:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00602:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":130,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00602","actor":"rep_01","timestamp":"2026-03-21T20:52:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00602:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":103,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00602","actor":"rep_01","timestamp":"2026-03-21T21:01:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00602:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00602\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":255,"raw_payload":"{\"note_id\":\"nt_crm_00602\",\"attached_to\":\"hs_crm_00602\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00602\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00602","actor":"rep_01","timestamp":"2026-03-21T21:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00602:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=346457)","http_status":200,"latency_ms":156,"raw_payload":"{\"dealId\":\"dl_crm_00602\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=346457)"}},{"episode_id":"crm_00602","actor":"rep_01","timestamp":"2026-03-21T21:01:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00602:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00602)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00602\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":211,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00602\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00603","actor":"rep_31","actor_name":"Aisha Taylor","company":"OmniChannel Inc","opened_at":"2026-03-25T00:42:00.000Z","closed_at":"2026-03-25T01:30:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($267k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00603","actor":"rep_31","timestamp":"2026-03-25T00:42:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00603:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($267k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":222,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$267k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00603","actor":"rep_31","timestamp":"2026-03-25T00:45:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00603:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00603\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":139,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00603\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00603","actor":"rep_31","timestamp":"2026-03-25T00:56:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00603:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":303,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00603\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00603","actor":"rep_31","timestamp":"2026-03-25T01:00:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00603:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":132,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00603","actor":"rep_31","timestamp":"2026-03-25T01:10:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00603:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":125,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00603","actor":"rep_31","timestamp":"2026-03-25T01:07:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00603:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":76,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00603","actor":"rep_31","timestamp":"2026-03-25T01:48:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00603:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00603\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":120,"raw_payload":"{\"note_id\":\"nt_crm_00603\",\"attached_to\":\"hs_crm_00603\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00603\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00603","actor":"rep_31","timestamp":"2026-03-25T01:45:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00603:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=267352)","http_status":200,"latency_ms":272,"raw_payload":"{\"dealId\":\"dl_crm_00603\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=267352)"}},{"episode_id":"crm_00603","actor":"rep_31","timestamp":"2026-03-25T01:30:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00603:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00603)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00603\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":277,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00603\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00604","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-03-11T17:54:00.000Z","closed_at":"2026-03-11T18:42:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($65k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00604","actor":"rep_19","timestamp":"2026-03-11T17:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00604:00","content":"Operational trigger received from hubspot for Pinnacle Media ($65k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$65k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00604","actor":"rep_19","timestamp":"2026-03-11T18:00:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00604:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00604\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":147,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00604\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00604","actor":"rep_19","timestamp":"2026-03-11T18:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00604:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":291,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00604\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00604","actor":"rep_19","timestamp":"2026-03-11T18:06:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00604:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":197,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00604","actor":"rep_19","timestamp":"2026-03-11T18:26:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00604:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":322,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00604","actor":"rep_19","timestamp":"2026-03-11T18:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00604:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":250,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00604","actor":"rep_19","timestamp":"2026-03-11T18:24:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00604:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00604\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":113,"raw_payload":"{\"note_id\":\"nt_crm_00604\",\"attached_to\":\"hs_crm_00604\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00604\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00604","actor":"rep_19","timestamp":"2026-03-11T18:36:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00604:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=155403)","http_status":200,"latency_ms":130,"raw_payload":"{\"dealId\":\"dl_crm_00604\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=155403)"}},{"episode_id":"crm_00604","actor":"rep_19","timestamp":"2026-03-11T18:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00604:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00604)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00604\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00604\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00605","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-02-02T20:07:00.000Z","closed_at":"2026-02-02T21:11:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($86k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00605","actor":"rep_11","timestamp":"2026-02-02T20:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00605:00","content":"Operational trigger received from hubspot for Meridian Logistics ($86k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":256,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$86k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00605","actor":"rep_11","timestamp":"2026-02-02T20:17:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00605:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00605\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":61,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00605\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00605","actor":"rep_11","timestamp":"2026-02-02T20:19:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00605:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":152,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00605\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00605","actor":"rep_11","timestamp":"2026-02-02T20:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00605:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":130,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00605","actor":"rep_11","timestamp":"2026-02-02T20:31:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00605:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":101,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00605","actor":"rep_11","timestamp":"2026-02-02T20:52:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00605:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":131,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00605","actor":"rep_11","timestamp":"2026-02-02T21:13:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00605:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00605\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":320,"raw_payload":"{\"note_id\":\"nt_crm_00605\",\"attached_to\":\"hs_crm_00605\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00605\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00605","actor":"rep_11","timestamp":"2026-02-02T20:56:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00605:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=147806)","http_status":200,"latency_ms":239,"raw_payload":"{\"dealId\":\"dl_crm_00605\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=147806)"}},{"episode_id":"crm_00605","actor":"rep_11","timestamp":"2026-02-02T21:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00605:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00605)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00605\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":188,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00605\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00606","actor":"rep_01","actor_name":"Sarah Chen","company":"Meridian Logistics","opened_at":"2026-03-20T20:31:00.000Z","closed_at":"2026-03-20T21:51:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($420k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00606","actor":"rep_01","timestamp":"2026-03-20T20:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00606:00","content":"Operational trigger received from hubspot for Meridian Logistics ($420k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$420k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00606","actor":"rep_01","timestamp":"2026-03-20T20:40:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00606:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00606\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":248,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00606\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00606","actor":"rep_01","timestamp":"2026-03-20T20:39:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00606:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":160,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00606\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00606","actor":"rep_01","timestamp":"2026-03-20T20:46:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00606:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":341,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00606","actor":"rep_01","timestamp":"2026-03-20T21:15:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00606:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":93,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00606","actor":"rep_01","timestamp":"2026-03-20T20:56:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00606:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":284,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00606","actor":"rep_01","timestamp":"2026-03-20T21:31:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00606:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00606\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":171,"raw_payload":"{\"note_id\":\"nt_crm_00606\",\"attached_to\":\"hs_crm_00606\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00606\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00606","actor":"rep_01","timestamp":"2026-03-20T21:27:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00606:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=46235)","http_status":200,"latency_ms":233,"raw_payload":"{\"dealId\":\"dl_crm_00606\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=46235)"}},{"episode_id":"crm_00606","actor":"rep_01","timestamp":"2026-03-20T21:51:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00606:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00606)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00606\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":174,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00606\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00607","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-03-14T15:21:00.000Z","closed_at":"2026-03-14T15:53:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($259k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00607","actor":"rep_32","timestamp":"2026-03-14T15:21:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00607:00","content":"Operational trigger received from hubspot for Acme Health Systems ($259k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":257,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$259k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00607","actor":"rep_32","timestamp":"2026-03-14T15:31:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00607:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00607\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":60,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00607\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00607","actor":"rep_32","timestamp":"2026-03-14T15:39:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00607:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":145,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00607\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00607","actor":"rep_32","timestamp":"2026-03-14T15:51:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00607:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":234,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00607","actor":"rep_32","timestamp":"2026-03-14T15:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00607:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":285,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00607","actor":"rep_32","timestamp":"2026-03-14T15:36:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00607:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":237,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00607","actor":"rep_32","timestamp":"2026-03-14T16:21:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00607:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00607\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":173,"raw_payload":"{\"note_id\":\"nt_crm_00607\",\"attached_to\":\"hs_crm_00607\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00607\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00607","actor":"rep_32","timestamp":"2026-03-14T15:49:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00607:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=233007)","http_status":200,"latency_ms":278,"raw_payload":"{\"dealId\":\"dl_crm_00607\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=233007)"}},{"episode_id":"crm_00607","actor":"rep_32","timestamp":"2026-03-14T15:53:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00607:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00607)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00607\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":68,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00607\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00608","actor":"rep_06","actor_name":"Marcus Vance","company":"Sentinel Networks","opened_at":"2026-02-22T03:44:00.000Z","closed_at":"2026-02-22T04:48:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($417k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00608","actor":"rep_06","timestamp":"2026-02-22T03:44:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00608:00","content":"Operational trigger received from hubspot for Sentinel Networks ($417k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":282,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$417k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00608","actor":"rep_06","timestamp":"2026-02-22T03:53:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00608:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00608\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":181,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00608\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00608","actor":"rep_06","timestamp":"2026-02-22T03:58:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00608:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":134,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00608\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00608","actor":"rep_06","timestamp":"2026-02-22T04:08:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00608:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":190,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00608","actor":"rep_06","timestamp":"2026-02-22T04:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00608:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":101,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00608","actor":"rep_06","timestamp":"2026-02-22T04:24:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00608:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":123,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00608","actor":"rep_06","timestamp":"2026-02-22T04:44:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00608:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00608\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":255,"raw_payload":"{\"note_id\":\"nt_crm_00608\",\"attached_to\":\"hs_crm_00608\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00608\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00608","actor":"rep_06","timestamp":"2026-02-22T05:01:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00608:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=426677)","http_status":200,"latency_ms":167,"raw_payload":"{\"dealId\":\"dl_crm_00608\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=426677)"}},{"episode_id":"crm_00608","actor":"rep_06","timestamp":"2026-02-22T04:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00608:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00608)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00608\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":77,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00608\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00609","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-02-11T09:55:00.000Z","closed_at":"2026-02-11T10:35:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($71k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00609","actor":"rep_19","timestamp":"2026-02-11T09:55:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00609:00","content":"Operational trigger received from hubspot for Apex Retail Group ($71k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":196,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$71k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00609","actor":"rep_19","timestamp":"2026-02-11T10:00:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00609:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00609\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":219,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00609\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00609","actor":"rep_19","timestamp":"2026-02-11T10:03:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00609:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":158,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00609\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00609","actor":"rep_19","timestamp":"2026-02-11T10:16:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00609:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":205,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00609","actor":"rep_19","timestamp":"2026-02-11T10:35:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00609:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":275,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00609","actor":"rep_19","timestamp":"2026-02-11T10:50:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00609:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":167,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00609","actor":"rep_19","timestamp":"2026-02-11T10:25:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00609:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00609\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":229,"raw_payload":"{\"note_id\":\"nt_crm_00609\",\"attached_to\":\"hs_crm_00609\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00609\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00609","actor":"rep_19","timestamp":"2026-02-11T10:37:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00609:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=314363)","http_status":200,"latency_ms":334,"raw_payload":"{\"dealId\":\"dl_crm_00609\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=314363)"}},{"episode_id":"crm_00609","actor":"rep_19","timestamp":"2026-02-11T10:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00609:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00609)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00609\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":79,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00609\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00610","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-03-11T04:48:00.000Z","closed_at":"2026-03-11T05:36:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($136k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00610","actor":"rep_01","timestamp":"2026-03-11T04:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00610:00","content":"Operational trigger received from hubspot for Nexus AI ($136k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":222,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$136k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00610","actor":"rep_01","timestamp":"2026-03-11T04:51:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00610:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00610\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":267,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00610\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00610","actor":"rep_01","timestamp":"2026-03-11T04:58:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00610:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":87,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00610\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00610","actor":"rep_01","timestamp":"2026-03-11T05:21:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00610:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":277,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00610","actor":"rep_01","timestamp":"2026-03-11T05:04:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00610:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":190,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00610","actor":"rep_01","timestamp":"2026-03-11T05:33:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00610:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":48,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00610","actor":"rep_01","timestamp":"2026-03-11T05:24:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00610:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00610\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":319,"raw_payload":"{\"note_id\":\"nt_crm_00610\",\"attached_to\":\"hs_crm_00610\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00610\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00610","actor":"rep_01","timestamp":"2026-03-11T05:09:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00610:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=187600)","http_status":200,"latency_ms":319,"raw_payload":"{\"dealId\":\"dl_crm_00610\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=187600)"}},{"episode_id":"crm_00610","actor":"rep_01","timestamp":"2026-03-11T05:36:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00610:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00610)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00610\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00610\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00611","actor":"rep_11","actor_name":"David Kim","company":"Sentinel Networks","opened_at":"2026-02-24T05:16:00.000Z","closed_at":"2026-02-24T06:20:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($369k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00611","actor":"rep_11","timestamp":"2026-02-24T05:16:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00611:00","content":"Operational trigger received from hubspot for Sentinel Networks ($369k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$369k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00611","actor":"rep_11","timestamp":"2026-02-24T05:25:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00611:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00611\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":273,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00611\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00611","actor":"rep_11","timestamp":"2026-02-24T05:36:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00611:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":209,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00611\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00611","actor":"rep_11","timestamp":"2026-02-24T05:49:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00611:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":153,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00611","actor":"rep_11","timestamp":"2026-02-24T05:56:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00611:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":144,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00611","actor":"rep_11","timestamp":"2026-02-24T06:11:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00611:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":218,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00611","actor":"rep_11","timestamp":"2026-02-24T06:16:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00611:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00611\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":97,"raw_payload":"{\"note_id\":\"nt_crm_00611\",\"attached_to\":\"hs_crm_00611\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00611\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00611","actor":"rep_11","timestamp":"2026-02-24T06:26:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00611:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=51629)","http_status":200,"latency_ms":239,"raw_payload":"{\"dealId\":\"dl_crm_00611\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=51629)"}},{"episode_id":"crm_00611","actor":"rep_11","timestamp":"2026-02-24T06:20:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00611:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00611)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00611\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":91,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00611\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00612","actor":"rep_20","actor_name":"Maya Patel","company":"Beacon Energy","opened_at":"2026-02-09T16:58:00.000Z","closed_at":"2026-02-09T17:38:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($414k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00612","actor":"rep_20","timestamp":"2026-02-09T16:58:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00612:00","content":"Operational trigger received from hubspot for Beacon Energy ($414k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":284,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$414k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00612","actor":"rep_20","timestamp":"2026-02-09T17:07:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00612:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00612\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":219,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00612\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00612","actor":"rep_20","timestamp":"2026-02-09T17:14:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00612:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":276,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00612\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00612","actor":"rep_20","timestamp":"2026-02-09T17:28:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00612:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":249,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00612","actor":"rep_20","timestamp":"2026-02-09T17:18:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00612:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":325,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00612","actor":"rep_20","timestamp":"2026-02-09T17:23:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00612:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":117,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00612","actor":"rep_20","timestamp":"2026-02-09T17:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00612:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00612\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":150,"raw_payload":"{\"note_id\":\"nt_crm_00612\",\"attached_to\":\"hs_crm_00612\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00612\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00612","actor":"rep_20","timestamp":"2026-02-09T17:54:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00612:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=354931)","http_status":200,"latency_ms":287,"raw_payload":"{\"dealId\":\"dl_crm_00612\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=354931)"}},{"episode_id":"crm_00612","actor":"rep_20","timestamp":"2026-02-09T17:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00612:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00612)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00612\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00612\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00613","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-01-17T03:38:00.000Z","closed_at":"2026-01-17T04:58:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($412k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00613","actor":"rep_25","timestamp":"2026-01-17T03:38:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00613:00","content":"Operational trigger received from hubspot for Catalyst Software ($412k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":283,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$412k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00613","actor":"rep_25","timestamp":"2026-01-17T03:41:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00613:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00613\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":166,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00613\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00613","actor":"rep_25","timestamp":"2026-01-17T03:58:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00613:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":292,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00613\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00613","actor":"rep_25","timestamp":"2026-01-17T03:47:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00613:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":279,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00613","actor":"rep_25","timestamp":"2026-01-17T04:06:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00613:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":221,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00613","actor":"rep_25","timestamp":"2026-01-17T03:53:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00613:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":187,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00613","actor":"rep_25","timestamp":"2026-01-17T04:44:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00613:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00613\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":333,"raw_payload":"{\"note_id\":\"nt_crm_00613\",\"attached_to\":\"hs_crm_00613\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00613\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00613","actor":"rep_25","timestamp":"2026-01-17T04:41:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00613:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=292789)","http_status":200,"latency_ms":162,"raw_payload":"{\"dealId\":\"dl_crm_00613\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=292789)"}},{"episode_id":"crm_00613","actor":"rep_25","timestamp":"2026-01-17T04:58:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00613:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00613)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00613\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":117,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00613\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00614","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-01-19T20:30:00.000Z","closed_at":"2026-01-19T21:42:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($369k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00614","actor":"rep_31","timestamp":"2026-01-19T20:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00614:00","content":"Operational trigger received from hubspot for Pinnacle Media ($369k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":217,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$369k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00614","actor":"rep_31","timestamp":"2026-01-19T20:41:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00614:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00614\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":119,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00614\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00614","actor":"rep_31","timestamp":"2026-01-19T20:48:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00614:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":287,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00614\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00614","actor":"rep_31","timestamp":"2026-01-19T20:48:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00614:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":239,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00614","actor":"rep_31","timestamp":"2026-01-19T21:06:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00614:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":144,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00614","actor":"rep_31","timestamp":"2026-01-19T20:50:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00614:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":204,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00614","actor":"rep_31","timestamp":"2026-01-19T21:00:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00614:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00614\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":222,"raw_payload":"{\"note_id\":\"nt_crm_00614\",\"attached_to\":\"hs_crm_00614\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00614\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00614","actor":"rep_31","timestamp":"2026-01-19T20:58:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00614:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=89130)","http_status":200,"latency_ms":129,"raw_payload":"{\"dealId\":\"dl_crm_00614\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=89130)"}},{"episode_id":"crm_00614","actor":"rep_31","timestamp":"2026-01-19T21:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00614:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00614)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00614\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":260,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00614\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00615","actor":"rep_31","actor_name":"Aisha Taylor","company":"CloudScale Data","opened_at":"2026-01-13T09:23:00.000Z","closed_at":"2026-01-13T10:51:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($423k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00615","actor":"rep_31","timestamp":"2026-01-13T09:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00615:00","content":"Operational trigger received from hubspot for CloudScale Data ($423k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$423k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00615","actor":"rep_31","timestamp":"2026-01-13T09:30:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00615:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00615\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":99,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00615\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00615","actor":"rep_31","timestamp":"2026-01-13T09:35:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00615:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":260,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00615\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00615","actor":"rep_31","timestamp":"2026-01-13T09:38:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00615:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":222,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00615","actor":"rep_31","timestamp":"2026-01-13T10:03:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00615:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":226,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00615","actor":"rep_31","timestamp":"2026-01-13T10:08:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00615:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":63,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00615","actor":"rep_31","timestamp":"2026-01-13T10:29:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00615:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00615\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":211,"raw_payload":"{\"note_id\":\"nt_crm_00615\",\"attached_to\":\"hs_crm_00615\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00615\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00615","actor":"rep_31","timestamp":"2026-01-13T10:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00615:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=177583)","http_status":200,"latency_ms":225,"raw_payload":"{\"dealId\":\"dl_crm_00615\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=177583)"}},{"episode_id":"crm_00615","actor":"rep_31","timestamp":"2026-01-13T10:51:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00615:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00615)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00615\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":227,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00615\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00616","actor":"rep_09","actor_name":"Elena Rostova","company":"OmniChannel Inc","opened_at":"2026-02-17T06:21:00.000Z","closed_at":"2026-02-17T07:49:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($460k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00616","actor":"rep_09","timestamp":"2026-02-17T06:21:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00616:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($460k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$460k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00616","actor":"rep_09","timestamp":"2026-02-17T06:25:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00616:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00616\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":109,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00616\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00616","actor":"rep_09","timestamp":"2026-02-17T06:41:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00616:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":243,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00616\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00616","actor":"rep_09","timestamp":"2026-02-17T06:36:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00616:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":325,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00616","actor":"rep_09","timestamp":"2026-02-17T06:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00616:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":326,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00616","actor":"rep_09","timestamp":"2026-02-17T07:11:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00616:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":68,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00616","actor":"rep_09","timestamp":"2026-02-17T07:27:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00616:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00616\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":253,"raw_payload":"{\"note_id\":\"nt_crm_00616\",\"attached_to\":\"hs_crm_00616\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00616\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00616","actor":"rep_09","timestamp":"2026-02-17T07:24:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00616:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=131133)","http_status":200,"latency_ms":131,"raw_payload":"{\"dealId\":\"dl_crm_00616\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=131133)"}},{"episode_id":"crm_00616","actor":"rep_09","timestamp":"2026-02-17T07:49:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00616:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00616)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00616\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":80,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00616\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00617","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-01-30T14:18:00.000Z","closed_at":"2026-01-30T14:50:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($416k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00617","actor":"rep_32","timestamp":"2026-01-30T14:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00617:00","content":"Operational trigger received from hubspot for Vertex Cyber ($416k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":119,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$416k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00617","actor":"rep_32","timestamp":"2026-01-30T14:26:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00617:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00617\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":117,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00617\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00617","actor":"rep_32","timestamp":"2026-01-30T14:38:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00617:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":173,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00617\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00617","actor":"rep_32","timestamp":"2026-01-30T14:45:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00617:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":316,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00617","actor":"rep_32","timestamp":"2026-01-30T14:46:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00617:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":115,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00617","actor":"rep_32","timestamp":"2026-01-30T14:48:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00617:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":119,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00617","actor":"rep_32","timestamp":"2026-01-30T15:18:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00617:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00617\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":292,"raw_payload":"{\"note_id\":\"nt_crm_00617\",\"attached_to\":\"hs_crm_00617\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00617\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00617","actor":"rep_32","timestamp":"2026-01-30T14:53:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00617:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=281281)","http_status":200,"latency_ms":117,"raw_payload":"{\"dealId\":\"dl_crm_00617\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=281281)"}},{"episode_id":"crm_00617","actor":"rep_32","timestamp":"2026-01-30T14:50:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00617:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00617)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00617\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":172,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00617\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00618","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-03-24T12:21:00.000Z","closed_at":"2026-03-24T13:25:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($193k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00618","actor":"rep_31","timestamp":"2026-03-24T12:21:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00618:00","content":"Operational trigger received from hubspot for Sentinel Networks ($193k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":162,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$193k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00618","actor":"rep_31","timestamp":"2026-03-24T12:27:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00618:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00618\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":233,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00618\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00618","actor":"rep_31","timestamp":"2026-03-24T12:27:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00618:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":264,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00618\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00618","actor":"rep_31","timestamp":"2026-03-24T12:51:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00618:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":189,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00618","actor":"rep_31","timestamp":"2026-03-24T12:41:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00618:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":135,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00618","actor":"rep_31","timestamp":"2026-03-24T13:06:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00618:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":89,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00618","actor":"rep_31","timestamp":"2026-03-24T13:15:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00618:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00618\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":171,"raw_payload":"{\"note_id\":\"nt_crm_00618\",\"attached_to\":\"hs_crm_00618\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00618\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00618","actor":"rep_31","timestamp":"2026-03-24T13:31:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00618:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=109075)","http_status":200,"latency_ms":153,"raw_payload":"{\"dealId\":\"dl_crm_00618\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=109075)"}},{"episode_id":"crm_00618","actor":"rep_31","timestamp":"2026-03-24T13:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00618:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00618)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00618\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":282,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00618\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00619","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-02-09T01:20:00.000Z","closed_at":"2026-02-09T02:08:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($194k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00619","actor":"rep_31","timestamp":"2026-02-09T01:20:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00619:00","content":"Operational trigger received from hubspot for Vertex Cyber ($194k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":89,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$194k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00619","actor":"rep_31","timestamp":"2026-02-09T01:28:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00619:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00619\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":140,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00619\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00619","actor":"rep_31","timestamp":"2026-02-09T01:34:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00619:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":288,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00619\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00619","actor":"rep_31","timestamp":"2026-02-09T01:53:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00619:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":306,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00619","actor":"rep_31","timestamp":"2026-02-09T01:36:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00619:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":248,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00619","actor":"rep_31","timestamp":"2026-02-09T01:35:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00619:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":180,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00619","actor":"rep_31","timestamp":"2026-02-09T02:26:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00619:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00619\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":307,"raw_payload":"{\"note_id\":\"nt_crm_00619\",\"attached_to\":\"hs_crm_00619\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00619\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00619","actor":"rep_31","timestamp":"2026-02-09T02:37:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00619:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=212321)","http_status":200,"latency_ms":283,"raw_payload":"{\"dealId\":\"dl_crm_00619\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=212321)"}},{"episode_id":"crm_00619","actor":"rep_31","timestamp":"2026-02-09T02:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00619:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00619)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00619\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":80,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00619\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00620","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-03-12T22:04:00.000Z","closed_at":"2026-03-12T22:52:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($180k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00620","actor":"rep_09","timestamp":"2026-03-12T22:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00620:00","content":"Operational trigger received from hubspot for Stripe Technologies ($180k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$180k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00620","actor":"rep_09","timestamp":"2026-03-12T22:15:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00620:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00620\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":57,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00620\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00620","actor":"rep_09","timestamp":"2026-03-12T22:12:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00620:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":318,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00620\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00620","actor":"rep_09","timestamp":"2026-03-12T22:28:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00620:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":257,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00620","actor":"rep_09","timestamp":"2026-03-12T22:40:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00620:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":209,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00620","actor":"rep_09","timestamp":"2026-03-12T22:39:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00620:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":218,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00620","actor":"rep_09","timestamp":"2026-03-12T22:28:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00620:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00620\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":158,"raw_payload":"{\"note_id\":\"nt_crm_00620\",\"attached_to\":\"hs_crm_00620\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00620\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00620","actor":"rep_09","timestamp":"2026-03-12T22:53:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00620:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=429877)","http_status":200,"latency_ms":332,"raw_payload":"{\"dealId\":\"dl_crm_00620\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=429877)"}},{"episode_id":"crm_00620","actor":"rep_09","timestamp":"2026-03-12T22:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00620:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00620)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00620\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":101,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00620\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00621","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-02-15T13:29:00.000Z","closed_at":"2026-02-15T14:57:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($246k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00621","actor":"rep_19","timestamp":"2026-02-15T13:29:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00621:00","content":"Operational trigger received from hubspot for Pinnacle Media ($246k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$246k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00621","actor":"rep_19","timestamp":"2026-02-15T13:39:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00621:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00621\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":197,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00621\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00621","actor":"rep_19","timestamp":"2026-02-15T13:43:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00621:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":82,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00621\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00621","actor":"rep_19","timestamp":"2026-02-15T13:59:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00621:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":353,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00621","actor":"rep_19","timestamp":"2026-02-15T13:57:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00621:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":115,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00621","actor":"rep_19","timestamp":"2026-02-15T13:44:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00621:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":275,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00621","actor":"rep_19","timestamp":"2026-02-15T14:11:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00621:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00621\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":324,"raw_payload":"{\"note_id\":\"nt_crm_00621\",\"attached_to\":\"hs_crm_00621\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00621\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00621","actor":"rep_19","timestamp":"2026-02-15T14:32:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00621:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=394462)","http_status":200,"latency_ms":156,"raw_payload":"{\"dealId\":\"dl_crm_00621\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=394462)"}},{"episode_id":"crm_00621","actor":"rep_19","timestamp":"2026-02-15T14:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00621:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00621)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00621\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":274,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00621\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00622","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-01-08T00:00:00.000Z","closed_at":"2026-01-08T01:28:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($187k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00622","actor":"rep_09","timestamp":"2026-01-08T00:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00622:00","content":"Operational trigger received from hubspot for Pinnacle Media ($187k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$187k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00622","actor":"rep_09","timestamp":"2026-01-08T00:09:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00622:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00622\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":214,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00622\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00622","actor":"rep_09","timestamp":"2026-01-08T00:14:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00622:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":98,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00622\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00622","actor":"rep_09","timestamp":"2026-01-08T00:09:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00622:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":151,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00622","actor":"rep_09","timestamp":"2026-01-08T00:36:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00622:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":150,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00622","actor":"rep_09","timestamp":"2026-01-08T00:35:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00622:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":232,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00622","actor":"rep_09","timestamp":"2026-01-08T00:48:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00622:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00622\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":334,"raw_payload":"{\"note_id\":\"nt_crm_00622\",\"attached_to\":\"hs_crm_00622\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00622\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00622","actor":"rep_09","timestamp":"2026-01-08T00:21:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00622:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=289465)","http_status":200,"latency_ms":127,"raw_payload":"{\"dealId\":\"dl_crm_00622\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=289465)"}},{"episode_id":"crm_00622","actor":"rep_09","timestamp":"2026-01-08T01:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00622:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00622)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00622\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00622\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00623","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-03-20T22:44:00.000Z","closed_at":"2026-03-21T00:12:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($327k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00623","actor":"rep_09","timestamp":"2026-03-20T22:44:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00623:00","content":"Operational trigger received from hubspot for Sentinel Networks ($327k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$327k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00623","actor":"rep_09","timestamp":"2026-03-20T22:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00623:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00623\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":247,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00623\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00623","actor":"rep_09","timestamp":"2026-03-20T22:50:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00623:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":241,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00623\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00623","actor":"rep_09","timestamp":"2026-03-20T23:08:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00623:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":219,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00623","actor":"rep_09","timestamp":"2026-03-20T23:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00623:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":165,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00623","actor":"rep_09","timestamp":"2026-03-20T23:29:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00623:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":124,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00623","actor":"rep_09","timestamp":"2026-03-20T23:20:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00623:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00623\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":312,"raw_payload":"{\"note_id\":\"nt_crm_00623\",\"attached_to\":\"hs_crm_00623\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00623\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00623","actor":"rep_09","timestamp":"2026-03-21T00:01:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00623:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=453184)","http_status":200,"latency_ms":205,"raw_payload":"{\"dealId\":\"dl_crm_00623\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=453184)"}},{"episode_id":"crm_00623","actor":"rep_09","timestamp":"2026-03-21T00:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00623:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00623)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00623\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":144,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00623\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00624","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-01-26T06:04:00.000Z","closed_at":"2026-01-26T06:44:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($448k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00624","actor":"rep_20","timestamp":"2026-01-26T06:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00624:00","content":"Operational trigger received from hubspot for Vertex Cyber ($448k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":99,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$448k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00624","actor":"rep_20","timestamp":"2026-01-26T06:08:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00624:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00624\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":185,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00624\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00624","actor":"rep_20","timestamp":"2026-01-26T06:26:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00624:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":116,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00624\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00624","actor":"rep_20","timestamp":"2026-01-26T06:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00624:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":146,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00624","actor":"rep_20","timestamp":"2026-01-26T06:44:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00624:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":106,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00624","actor":"rep_20","timestamp":"2026-01-26T06:54:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00624:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":120,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00624","actor":"rep_20","timestamp":"2026-01-26T06:28:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00624:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00624\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":105,"raw_payload":"{\"note_id\":\"nt_crm_00624\",\"attached_to\":\"hs_crm_00624\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00624\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00624","actor":"rep_20","timestamp":"2026-01-26T06:39:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00624:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=91711)","http_status":200,"latency_ms":254,"raw_payload":"{\"dealId\":\"dl_crm_00624\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=91711)"}},{"episode_id":"crm_00624","actor":"rep_20","timestamp":"2026-01-26T06:44:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00624:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00624)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00624\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00624\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00625","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-03-26T01:17:00.000Z","closed_at":"2026-03-26T01:41:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($425k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00625","actor":"rep_11","timestamp":"2026-03-26T01:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00625:00","content":"Operational trigger received from hubspot for Pinnacle Media ($425k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$425k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00625","actor":"rep_11","timestamp":"2026-03-26T01:20:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00625:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00625\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":280,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00625\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00625","actor":"rep_11","timestamp":"2026-03-26T01:25:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00625:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":119,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00625\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00625","actor":"rep_11","timestamp":"2026-03-26T01:35:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00625:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":173,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00625","actor":"rep_11","timestamp":"2026-03-26T01:57:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00625:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":249,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00625","actor":"rep_11","timestamp":"2026-03-26T01:47:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00625:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":229,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00625","actor":"rep_11","timestamp":"2026-03-26T01:47:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00625:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00625\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":238,"raw_payload":"{\"note_id\":\"nt_crm_00625\",\"attached_to\":\"hs_crm_00625\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00625\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00625","actor":"rep_11","timestamp":"2026-03-26T02:34:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00625:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=311251)","http_status":200,"latency_ms":151,"raw_payload":"{\"dealId\":\"dl_crm_00625\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=311251)"}},{"episode_id":"crm_00625","actor":"rep_11","timestamp":"2026-03-26T01:41:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00625:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00625)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00625\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":148,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00625\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00626","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-01-21T18:34:00.000Z","closed_at":"2026-01-21T20:02:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($79k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00626","actor":"rep_37","timestamp":"2026-01-21T18:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00626:00","content":"Operational trigger received from hubspot for Apex Retail Group ($79k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$79k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00626","actor":"rep_37","timestamp":"2026-01-21T18:44:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00626:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00626\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":274,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00626\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00626","actor":"rep_37","timestamp":"2026-01-21T18:56:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00626:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":195,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00626\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00626","actor":"rep_37","timestamp":"2026-01-21T18:55:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00626:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":169,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00626","actor":"rep_37","timestamp":"2026-01-21T18:46:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00626:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":329,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00626","actor":"rep_37","timestamp":"2026-01-21T19:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00626:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":182,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00626","actor":"rep_37","timestamp":"2026-01-21T18:58:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00626:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00626\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":274,"raw_payload":"{\"note_id\":\"nt_crm_00626\",\"attached_to\":\"hs_crm_00626\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00626\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00626","actor":"rep_37","timestamp":"2026-01-21T19:37:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00626:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=433902)","http_status":200,"latency_ms":173,"raw_payload":"{\"dealId\":\"dl_crm_00626\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=433902)"}},{"episode_id":"crm_00626","actor":"rep_37","timestamp":"2026-01-21T20:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00626:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00626)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00626\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":275,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00626\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00627","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-01-13T22:15:00.000Z","closed_at":"2026-01-13T23:35:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($101k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00627","actor":"rep_37","timestamp":"2026-01-13T22:15:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00627:00","content":"Operational trigger received from hubspot for CloudScale Data ($101k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$101k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00627","actor":"rep_37","timestamp":"2026-01-13T22:18:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00627:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00627\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":143,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00627\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00627","actor":"rep_37","timestamp":"2026-01-13T22:27:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00627:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":306,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00627\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00627","actor":"rep_37","timestamp":"2026-01-13T22:48:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00627:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":337,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00627","actor":"rep_37","timestamp":"2026-01-13T22:47:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00627:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":242,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00627","actor":"rep_37","timestamp":"2026-01-13T22:50:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00627:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":54,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00627","actor":"rep_37","timestamp":"2026-01-13T23:09:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00627:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00627\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":101,"raw_payload":"{\"note_id\":\"nt_crm_00627\",\"attached_to\":\"hs_crm_00627\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00627\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00627","actor":"rep_37","timestamp":"2026-01-13T22:50:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00627:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=143689)","http_status":200,"latency_ms":209,"raw_payload":"{\"dealId\":\"dl_crm_00627\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=143689)"}},{"episode_id":"crm_00627","actor":"rep_37","timestamp":"2026-01-13T23:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00627:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00627)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00627\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":147,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00627\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00628","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-02-03T03:31:00.000Z","closed_at":"2026-02-03T03:55:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($392k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00628","actor":"rep_01","timestamp":"2026-02-03T03:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00628:00","content":"Operational trigger received from hubspot for FinTech Global ($392k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$392k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00628","actor":"rep_01","timestamp":"2026-02-03T03:37:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00628:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00628\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":90,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00628\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00628","actor":"rep_01","timestamp":"2026-02-03T03:51:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00628:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":200,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00628\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00628","actor":"rep_01","timestamp":"2026-02-03T03:40:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00628:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":211,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00628","actor":"rep_01","timestamp":"2026-02-03T03:43:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00628:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":96,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00628","actor":"rep_01","timestamp":"2026-02-03T03:51:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00628:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":57,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00628","actor":"rep_01","timestamp":"2026-02-03T04:07:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00628:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00628\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":192,"raw_payload":"{\"note_id\":\"nt_crm_00628\",\"attached_to\":\"hs_crm_00628\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00628\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00628","actor":"rep_01","timestamp":"2026-02-03T04:27:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00628:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=310221)","http_status":200,"latency_ms":132,"raw_payload":"{\"dealId\":\"dl_crm_00628\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=310221)"}},{"episode_id":"crm_00628","actor":"rep_01","timestamp":"2026-02-03T03:55:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00628:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00628)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00628\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00628\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00629","actor":"rep_06","actor_name":"Marcus Vance","company":"Beacon Energy","opened_at":"2026-03-01T19:44:00.000Z","closed_at":"2026-03-01T20:32:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($233k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00629","actor":"rep_06","timestamp":"2026-03-01T19:44:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00629:00","content":"Operational trigger received from hubspot for Beacon Energy ($233k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":180,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$233k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00629","actor":"rep_06","timestamp":"2026-03-01T19:55:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00629:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00629\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":155,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00629\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00629","actor":"rep_06","timestamp":"2026-03-01T19:56:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00629:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":276,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00629\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00629","actor":"rep_06","timestamp":"2026-03-01T19:56:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00629:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":245,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00629","actor":"rep_06","timestamp":"2026-03-01T20:24:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00629:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":146,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00629","actor":"rep_06","timestamp":"2026-03-01T20:34:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00629:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":282,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00629","actor":"rep_06","timestamp":"2026-03-01T20:14:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00629:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00629\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":267,"raw_payload":"{\"note_id\":\"nt_crm_00629\",\"attached_to\":\"hs_crm_00629\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00629\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00629","actor":"rep_06","timestamp":"2026-03-01T20:19:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00629:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=268231)","http_status":200,"latency_ms":305,"raw_payload":"{\"dealId\":\"dl_crm_00629\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=268231)"}},{"episode_id":"crm_00629","actor":"rep_06","timestamp":"2026-03-01T20:32:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00629:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00629)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00629\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":188,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00629\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00630","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-01-08T15:45:00.000Z","closed_at":"2026-01-08T16:33:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($94k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00630","actor":"rep_31","timestamp":"2026-01-08T15:45:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00630:00","content":"Operational trigger received from hubspot for Sentinel Networks ($94k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$94k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00630","actor":"rep_31","timestamp":"2026-01-08T15:56:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00630:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00630\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":233,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00630\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00630","actor":"rep_31","timestamp":"2026-01-08T15:53:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00630:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":214,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00630\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00630","actor":"rep_31","timestamp":"2026-01-08T15:57:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00630:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":155,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00630","actor":"rep_31","timestamp":"2026-01-08T16:13:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00630:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":97,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00630","actor":"rep_31","timestamp":"2026-01-08T16:40:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00630:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":250,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00630","actor":"rep_31","timestamp":"2026-01-08T16:09:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00630:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00630\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":294,"raw_payload":"{\"note_id\":\"nt_crm_00630\",\"attached_to\":\"hs_crm_00630\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00630\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00630","actor":"rep_31","timestamp":"2026-01-08T16:20:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00630:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=412652)","http_status":200,"latency_ms":130,"raw_payload":"{\"dealId\":\"dl_crm_00630\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=412652)"}},{"episode_id":"crm_00630","actor":"rep_31","timestamp":"2026-01-08T16:33:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00630:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00630)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00630\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":277,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00630\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00631","actor":"rep_31","actor_name":"Aisha Taylor","company":"OmniChannel Inc","opened_at":"2026-01-16T06:37:00.000Z","closed_at":"2026-01-16T07:41:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($81k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00631","actor":"rep_31","timestamp":"2026-01-16T06:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00631:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($81k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":64,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$81k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00631","actor":"rep_31","timestamp":"2026-01-16T06:48:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00631:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00631\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":243,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00631\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00631","actor":"rep_31","timestamp":"2026-01-16T06:43:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00631:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":185,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00631\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00631","actor":"rep_31","timestamp":"2026-01-16T06:52:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00631:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":352,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00631","actor":"rep_31","timestamp":"2026-01-16T07:05:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00631:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":267,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00631","actor":"rep_31","timestamp":"2026-01-16T06:52:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00631:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":86,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00631","actor":"rep_31","timestamp":"2026-01-16T07:01:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00631:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00631\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":270,"raw_payload":"{\"note_id\":\"nt_crm_00631\",\"attached_to\":\"hs_crm_00631\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00631\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00631","actor":"rep_31","timestamp":"2026-01-16T07:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00631:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=348448)","http_status":200,"latency_ms":208,"raw_payload":"{\"dealId\":\"dl_crm_00631\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=348448)"}},{"episode_id":"crm_00631","actor":"rep_31","timestamp":"2026-01-16T07:41:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00631:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00631)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00631\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00631\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00632","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-02-07T01:06:00.000Z","closed_at":"2026-02-07T02:18:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($111k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00632","actor":"rep_09","timestamp":"2026-02-07T01:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00632:00","content":"Operational trigger received from hubspot for Sentinel Networks ($111k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$111k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00632","actor":"rep_09","timestamp":"2026-02-07T01:10:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00632:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00632\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":51,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00632\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00632","actor":"rep_09","timestamp":"2026-02-07T01:28:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00632:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":309,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00632\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00632","actor":"rep_09","timestamp":"2026-02-07T01:39:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00632:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":204,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00632","actor":"rep_09","timestamp":"2026-02-07T01:38:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00632:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":175,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00632","actor":"rep_09","timestamp":"2026-02-07T01:46:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00632:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":161,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00632","actor":"rep_09","timestamp":"2026-02-07T01:36:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00632:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00632\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":167,"raw_payload":"{\"note_id\":\"nt_crm_00632\",\"attached_to\":\"hs_crm_00632\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00632\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00632","actor":"rep_09","timestamp":"2026-02-07T02:09:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00632:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=147469)","http_status":200,"latency_ms":272,"raw_payload":"{\"dealId\":\"dl_crm_00632\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=147469)"}},{"episode_id":"crm_00632","actor":"rep_09","timestamp":"2026-02-07T02:18:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00632:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00632)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00632\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":152,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00632\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00633","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-01-20T22:50:00.000Z","closed_at":"2026-01-20T23:38:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($250k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00633","actor":"rep_14","timestamp":"2026-01-20T22:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00633:00","content":"Operational trigger received from hubspot for Stripe Technologies ($250k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":229,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$250k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00633","actor":"rep_14","timestamp":"2026-01-20T22:58:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00633:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00633\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":73,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00633\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00633","actor":"rep_14","timestamp":"2026-01-20T23:12:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00633:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":123,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00633\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00633","actor":"rep_14","timestamp":"2026-01-20T23:05:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00633:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":221,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00633","actor":"rep_14","timestamp":"2026-01-20T23:14:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00633:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":195,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00633","actor":"rep_14","timestamp":"2026-01-20T23:20:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00633:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":179,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00633","actor":"rep_14","timestamp":"2026-01-20T23:44:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00633:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00633\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":122,"raw_payload":"{\"note_id\":\"nt_crm_00633\",\"attached_to\":\"hs_crm_00633\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00633\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00633","actor":"rep_14","timestamp":"2026-01-20T23:25:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00633:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=246868)","http_status":200,"latency_ms":207,"raw_payload":"{\"dealId\":\"dl_crm_00633\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=246868)"}},{"episode_id":"crm_00633","actor":"rep_14","timestamp":"2026-01-20T23:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00633:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00633)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00633\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00633\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00634","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-02-02T19:56:00.000Z","closed_at":"2026-02-02T21:16:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($261k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00634","actor":"rep_32","timestamp":"2026-02-02T19:56:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00634:00","content":"Operational trigger received from hubspot for Nexus AI ($261k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":79,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$261k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00634","actor":"rep_32","timestamp":"2026-02-02T20:05:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00634:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00634\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":142,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00634\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00634","actor":"rep_32","timestamp":"2026-02-02T20:02:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00634:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":285,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00634\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00634","actor":"rep_32","timestamp":"2026-02-02T20:26:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00634:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":359,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00634","actor":"rep_32","timestamp":"2026-02-02T20:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00634:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":179,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00634","actor":"rep_32","timestamp":"2026-02-02T20:41:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00634:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":268,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00634","actor":"rep_32","timestamp":"2026-02-02T20:26:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00634:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00634\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":180,"raw_payload":"{\"note_id\":\"nt_crm_00634\",\"attached_to\":\"hs_crm_00634\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00634\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00634","actor":"rep_32","timestamp":"2026-02-02T20:24:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00634:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=254284)","http_status":200,"latency_ms":161,"raw_payload":"{\"dealId\":\"dl_crm_00634\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=254284)"}},{"episode_id":"crm_00634","actor":"rep_32","timestamp":"2026-02-02T21:16:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00634:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00634)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00634\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":227,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00634\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00635","actor":"rep_31","actor_name":"Aisha Taylor","company":"Aura Therapeutics","opened_at":"2026-01-26T06:10:00.000Z","closed_at":"2026-01-26T07:14:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($346k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00635","actor":"rep_31","timestamp":"2026-01-26T06:10:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00635:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($346k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$346k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00635","actor":"rep_31","timestamp":"2026-01-26T06:14:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00635:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00635\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":262,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00635\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00635","actor":"rep_31","timestamp":"2026-01-26T06:24:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00635:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":176,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00635\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00635","actor":"rep_31","timestamp":"2026-01-26T06:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00635:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":240,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00635","actor":"rep_31","timestamp":"2026-01-26T06:34:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00635:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":135,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00635","actor":"rep_31","timestamp":"2026-01-26T06:55:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00635:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":93,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00635","actor":"rep_31","timestamp":"2026-01-26T07:04:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00635:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00635\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":165,"raw_payload":"{\"note_id\":\"nt_crm_00635\",\"attached_to\":\"hs_crm_00635\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00635\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00635","actor":"rep_31","timestamp":"2026-01-26T07:06:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00635:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=153287)","http_status":200,"latency_ms":291,"raw_payload":"{\"dealId\":\"dl_crm_00635\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=153287)"}},{"episode_id":"crm_00635","actor":"rep_31","timestamp":"2026-01-26T07:14:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00635:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00635)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00635\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00635\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00636","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-03-26T11:30:00.000Z","closed_at":"2026-03-26T12:58:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($397k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00636","actor":"rep_06","timestamp":"2026-03-26T11:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00636:00","content":"Operational trigger received from hubspot for Catalyst Software ($397k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":69,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$397k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00636","actor":"rep_06","timestamp":"2026-03-26T11:36:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00636:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00636\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":75,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00636\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00636","actor":"rep_06","timestamp":"2026-03-26T11:52:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00636:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":265,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00636\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00636","actor":"rep_06","timestamp":"2026-03-26T11:51:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00636:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":158,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00636","actor":"rep_06","timestamp":"2026-03-26T11:58:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00636:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":193,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00636","actor":"rep_06","timestamp":"2026-03-26T12:15:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00636:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":68,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00636","actor":"rep_06","timestamp":"2026-03-26T12:00:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00636:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00636\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":236,"raw_payload":"{\"note_id\":\"nt_crm_00636\",\"attached_to\":\"hs_crm_00636\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00636\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00636","actor":"rep_06","timestamp":"2026-03-26T12:26:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00636:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=238886)","http_status":200,"latency_ms":301,"raw_payload":"{\"dealId\":\"dl_crm_00636\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=238886)"}},{"episode_id":"crm_00636","actor":"rep_06","timestamp":"2026-03-26T12:58:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00636:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00636)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00636\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":149,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00636\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00637","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vanguard Financial","opened_at":"2026-03-26T14:51:00.000Z","closed_at":"2026-03-26T16:11:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($243k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00637","actor":"rep_31","timestamp":"2026-03-26T14:51:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00637:00","content":"Operational trigger received from hubspot for Vanguard Financial ($243k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$243k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00637","actor":"rep_31","timestamp":"2026-03-26T14:57:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00637:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00637\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":132,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00637\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00637","actor":"rep_31","timestamp":"2026-03-26T14:57:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00637:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":300,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00637\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00637","actor":"rep_31","timestamp":"2026-03-26T15:03:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00637:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":290,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00637","actor":"rep_31","timestamp":"2026-03-26T15:35:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00637:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":285,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00637","actor":"rep_31","timestamp":"2026-03-26T15:26:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00637:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":76,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00637","actor":"rep_31","timestamp":"2026-03-26T15:39:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00637:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00637\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":310,"raw_payload":"{\"note_id\":\"nt_crm_00637\",\"attached_to\":\"hs_crm_00637\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00637\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00637","actor":"rep_31","timestamp":"2026-03-26T15:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00637:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=346047)","http_status":200,"latency_ms":175,"raw_payload":"{\"dealId\":\"dl_crm_00637\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=346047)"}},{"episode_id":"crm_00637","actor":"rep_31","timestamp":"2026-03-26T16:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00637:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00637)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00637\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00637\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00638","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-23T14:29:00.000Z","closed_at":"2026-01-23T15:09:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($114k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00638","actor":"rep_20","timestamp":"2026-01-23T14:29:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00638:00","content":"Operational trigger received from hubspot for Apex Retail Group ($114k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":211,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$114k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00638","actor":"rep_20","timestamp":"2026-01-23T14:32:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00638:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00638\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":278,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00638\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00638","actor":"rep_20","timestamp":"2026-01-23T14:39:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00638:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":303,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00638\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00638","actor":"rep_20","timestamp":"2026-01-23T14:44:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00638:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":306,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00638","actor":"rep_20","timestamp":"2026-01-23T14:41:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00638:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":94,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00638","actor":"rep_20","timestamp":"2026-01-23T15:14:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00638:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":188,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00638","actor":"rep_20","timestamp":"2026-01-23T14:59:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00638:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00638\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":290,"raw_payload":"{\"note_id\":\"nt_crm_00638\",\"attached_to\":\"hs_crm_00638\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00638\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00638","actor":"rep_20","timestamp":"2026-01-23T15:39:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00638:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=55298)","http_status":200,"latency_ms":219,"raw_payload":"{\"dealId\":\"dl_crm_00638\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=55298)"}},{"episode_id":"crm_00638","actor":"rep_20","timestamp":"2026-01-23T15:09:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00638:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00638)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00638\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":124,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00638\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00639","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-02-17T19:34:00.000Z","closed_at":"2026-02-17T20:22:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($180k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00639","actor":"rep_32","timestamp":"2026-02-17T19:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00639:00","content":"Operational trigger received from hubspot for Vertex Cyber ($180k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$180k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00639","actor":"rep_32","timestamp":"2026-02-17T19:42:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00639:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00639\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":115,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00639\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00639","actor":"rep_32","timestamp":"2026-02-17T19:44:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00639:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":313,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00639\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00639","actor":"rep_32","timestamp":"2026-02-17T20:07:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00639:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":202,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00639","actor":"rep_32","timestamp":"2026-02-17T19:46:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00639:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":322,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00639","actor":"rep_32","timestamp":"2026-02-17T20:24:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00639:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":261,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00639","actor":"rep_32","timestamp":"2026-02-17T20:34:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00639:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00639\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":230,"raw_payload":"{\"note_id\":\"nt_crm_00639\",\"attached_to\":\"hs_crm_00639\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00639\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00639","actor":"rep_32","timestamp":"2026-02-17T20:51:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00639:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=171738)","http_status":200,"latency_ms":159,"raw_payload":"{\"dealId\":\"dl_crm_00639\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=171738)"}},{"episode_id":"crm_00639","actor":"rep_32","timestamp":"2026-02-17T20:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00639:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00639)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00639\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":189,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00639\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00640","actor":"rep_20","actor_name":"Maya Patel","company":"CloudScale Data","opened_at":"2026-02-20T14:46:00.000Z","closed_at":"2026-02-20T16:06:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($422k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00640","actor":"rep_20","timestamp":"2026-02-20T14:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00640:00","content":"Operational trigger received from hubspot for CloudScale Data ($422k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":77,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$422k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00640","actor":"rep_20","timestamp":"2026-02-20T14:55:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00640:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00640\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":202,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00640\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00640","actor":"rep_20","timestamp":"2026-02-20T14:54:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00640:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":232,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00640\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00640","actor":"rep_20","timestamp":"2026-02-20T15:01:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00640:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":258,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00640","actor":"rep_20","timestamp":"2026-02-20T15:18:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00640:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":289,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00640","actor":"rep_20","timestamp":"2026-02-20T15:01:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00640:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":157,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00640","actor":"rep_20","timestamp":"2026-02-20T15:46:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00640:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00640\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":147,"raw_payload":"{\"note_id\":\"nt_crm_00640\",\"attached_to\":\"hs_crm_00640\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00640\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00640","actor":"rep_20","timestamp":"2026-02-20T15:49:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00640:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=97366)","http_status":200,"latency_ms":296,"raw_payload":"{\"dealId\":\"dl_crm_00640\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=97366)"}},{"episode_id":"crm_00640","actor":"rep_20","timestamp":"2026-02-20T16:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00640:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00640)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00640\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":172,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00640\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00641","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-02-18T09:22:00.000Z","closed_at":"2026-02-18T10:10:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($250k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00641","actor":"rep_37","timestamp":"2026-02-18T09:22:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00641:00","content":"Operational trigger received from hubspot for CloudScale Data ($250k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":169,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$250k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00641","actor":"rep_37","timestamp":"2026-02-18T09:30:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00641:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00641\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":59,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00641\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00641","actor":"rep_37","timestamp":"2026-02-18T09:34:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00641:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":113,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00641\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00641","actor":"rep_37","timestamp":"2026-02-18T09:43:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00641:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":139,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00641","actor":"rep_37","timestamp":"2026-02-18T09:54:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00641:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":100,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00641","actor":"rep_37","timestamp":"2026-02-18T09:37:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00641:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":194,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00641","actor":"rep_37","timestamp":"2026-02-18T10:28:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00641:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00641\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":200,"raw_payload":"{\"note_id\":\"nt_crm_00641\",\"attached_to\":\"hs_crm_00641\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00641\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00641","actor":"rep_37","timestamp":"2026-02-18T09:50:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00641:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=90897)","http_status":200,"latency_ms":281,"raw_payload":"{\"dealId\":\"dl_crm_00641\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=90897)"}},{"episode_id":"crm_00641","actor":"rep_37","timestamp":"2026-02-18T10:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00641:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00641)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00641\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":208,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00641\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00642","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-03-02T22:28:00.000Z","closed_at":"2026-03-02T23:32:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($117k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00642","actor":"rep_11","timestamp":"2026-03-02T22:28:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00642:00","content":"Operational trigger received from hubspot for NovaBio Labs ($117k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$117k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00642","actor":"rep_11","timestamp":"2026-03-02T22:39:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00642:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00642\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":270,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00642\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00642","actor":"rep_11","timestamp":"2026-03-02T22:34:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00642:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":100,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00642\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00642","actor":"rep_11","timestamp":"2026-03-02T22:40:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00642:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":191,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00642","actor":"rep_11","timestamp":"2026-03-02T23:08:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00642:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":308,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00642","actor":"rep_11","timestamp":"2026-03-02T22:53:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00642:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":65,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00642","actor":"rep_11","timestamp":"2026-03-02T23:16:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00642:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00642\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":172,"raw_payload":"{\"note_id\":\"nt_crm_00642\",\"attached_to\":\"hs_crm_00642\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00642\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00642","actor":"rep_11","timestamp":"2026-03-02T22:56:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00642:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=301522)","http_status":200,"latency_ms":336,"raw_payload":"{\"dealId\":\"dl_crm_00642\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=301522)"}},{"episode_id":"crm_00642","actor":"rep_11","timestamp":"2026-03-02T23:32:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00642:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00642)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00642\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":201,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00642\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00643","actor":"rep_20","actor_name":"Maya Patel","company":"Nexus AI","opened_at":"2026-02-16T13:57:00.000Z","closed_at":"2026-02-16T14:21:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($442k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00643","actor":"rep_20","timestamp":"2026-02-16T13:57:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00643:00","content":"Operational trigger received from hubspot for Nexus AI ($442k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":279,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$442k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00643","actor":"rep_20","timestamp":"2026-02-16T14:08:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00643:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00643\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":202,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00643\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00643","actor":"rep_20","timestamp":"2026-02-16T14:09:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00643:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":299,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00643\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00643","actor":"rep_20","timestamp":"2026-02-16T14:12:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00643:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":346,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00643","actor":"rep_20","timestamp":"2026-02-16T14:33:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00643:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":151,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00643","actor":"rep_20","timestamp":"2026-02-16T14:32:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00643:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":262,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00643","actor":"rep_20","timestamp":"2026-02-16T14:33:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00643:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00643\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":97,"raw_payload":"{\"note_id\":\"nt_crm_00643\",\"attached_to\":\"hs_crm_00643\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00643\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00643","actor":"rep_20","timestamp":"2026-02-16T14:25:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00643:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=368906)","http_status":200,"latency_ms":210,"raw_payload":"{\"dealId\":\"dl_crm_00643\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=368906)"}},{"episode_id":"crm_00643","actor":"rep_20","timestamp":"2026-02-16T14:21:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00643:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00643)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00643\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":69,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00643\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00644","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-02-05T06:00:00.000Z","closed_at":"2026-02-05T06:48:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($255k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00644","actor":"rep_06","timestamp":"2026-02-05T06:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00644:00","content":"Operational trigger received from hubspot for CloudScale Data ($255k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$255k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00644","actor":"rep_06","timestamp":"2026-02-05T06:08:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00644:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00644\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":160,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00644\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00644","actor":"rep_06","timestamp":"2026-02-05T06:22:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00644:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":250,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00644\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00644","actor":"rep_06","timestamp":"2026-02-05T06:09:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00644:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":334,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00644","actor":"rep_06","timestamp":"2026-02-05T06:36:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00644:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":153,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00644","actor":"rep_06","timestamp":"2026-02-05T06:35:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00644:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":281,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00644","actor":"rep_06","timestamp":"2026-02-05T06:30:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00644:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00644\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":314,"raw_payload":"{\"note_id\":\"nt_crm_00644\",\"attached_to\":\"hs_crm_00644\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00644\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00644","actor":"rep_06","timestamp":"2026-02-05T06:42:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00644:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=271203)","http_status":200,"latency_ms":255,"raw_payload":"{\"dealId\":\"dl_crm_00644\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=271203)"}},{"episode_id":"crm_00644","actor":"rep_06","timestamp":"2026-02-05T06:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00644:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00644)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00644\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00644\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00645","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-03-12T15:32:00.000Z","closed_at":"2026-03-12T16:44:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($103k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00645","actor":"rep_37","timestamp":"2026-03-12T15:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00645:00","content":"Operational trigger received from hubspot for Beacon Energy ($103k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":231,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$103k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00645","actor":"rep_37","timestamp":"2026-03-12T15:36:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00645:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00645\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":120,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00645\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00645","actor":"rep_37","timestamp":"2026-03-12T15:52:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00645:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":318,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00645\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00645","actor":"rep_37","timestamp":"2026-03-12T15:59:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00645:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":334,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00645","actor":"rep_37","timestamp":"2026-03-12T16:08:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00645:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":172,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00645","actor":"rep_37","timestamp":"2026-03-12T15:57:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00645:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":148,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00645","actor":"rep_37","timestamp":"2026-03-12T16:08:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00645:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00645\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":234,"raw_payload":"{\"note_id\":\"nt_crm_00645\",\"attached_to\":\"hs_crm_00645\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00645\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00645","actor":"rep_37","timestamp":"2026-03-12T16:07:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00645:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=118541)","http_status":200,"latency_ms":322,"raw_payload":"{\"dealId\":\"dl_crm_00645\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=118541)"}},{"episode_id":"crm_00645","actor":"rep_37","timestamp":"2026-03-12T16:44:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00645:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00645)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00645\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00645\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00646","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-01-26T11:21:00.000Z","closed_at":"2026-01-26T12:01:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($448k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00646","actor":"rep_11","timestamp":"2026-01-26T11:21:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00646:00","content":"Operational trigger received from hubspot for Acme Health Systems ($448k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":199,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$448k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00646","actor":"rep_11","timestamp":"2026-01-26T11:24:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00646:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00646\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":161,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00646\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00646","actor":"rep_11","timestamp":"2026-01-26T11:33:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00646:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":264,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00646\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00646","actor":"rep_11","timestamp":"2026-01-26T11:30:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00646:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":225,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00646","actor":"rep_11","timestamp":"2026-01-26T11:33:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00646:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":119,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00646","actor":"rep_11","timestamp":"2026-01-26T12:16:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00646:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":209,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00646","actor":"rep_11","timestamp":"2026-01-26T12:15:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00646:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00646\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":156,"raw_payload":"{\"note_id\":\"nt_crm_00646\",\"attached_to\":\"hs_crm_00646\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00646\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00646","actor":"rep_11","timestamp":"2026-01-26T11:42:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00646:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=165782)","http_status":200,"latency_ms":279,"raw_payload":"{\"dealId\":\"dl_crm_00646\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=165782)"}},{"episode_id":"crm_00646","actor":"rep_11","timestamp":"2026-01-26T12:01:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00646:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00646)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00646\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":278,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00646\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00647","actor":"rep_01","actor_name":"Sarah Chen","company":"OmniChannel Inc","opened_at":"2026-02-07T21:30:00.000Z","closed_at":"2026-02-07T22:58:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($294k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00647","actor":"rep_01","timestamp":"2026-02-07T21:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00647:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($294k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$294k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00647","actor":"rep_01","timestamp":"2026-02-07T21:37:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00647:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00647\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":96,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00647\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00647","actor":"rep_01","timestamp":"2026-02-07T21:46:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00647:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":260,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00647\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00647","actor":"rep_01","timestamp":"2026-02-07T22:03:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00647:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":334,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00647","actor":"rep_01","timestamp":"2026-02-07T21:50:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00647:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":149,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00647","actor":"rep_01","timestamp":"2026-02-07T22:10:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00647:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":99,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00647","actor":"rep_01","timestamp":"2026-02-07T22:18:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00647:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00647\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":229,"raw_payload":"{\"note_id\":\"nt_crm_00647\",\"attached_to\":\"hs_crm_00647\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00647\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00647","actor":"rep_01","timestamp":"2026-02-07T22:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00647:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=136341)","http_status":200,"latency_ms":160,"raw_payload":"{\"dealId\":\"dl_crm_00647\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=136341)"}},{"episode_id":"crm_00647","actor":"rep_01","timestamp":"2026-02-07T22:58:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00647:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00647)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00647\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":91,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00647\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00648","actor":"rep_06","actor_name":"Marcus Vance","company":"Sentinel Networks","opened_at":"2026-03-16T18:30:00.000Z","closed_at":"2026-03-16T19:42:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($416k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00648","actor":"rep_06","timestamp":"2026-03-16T18:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00648:00","content":"Operational trigger received from hubspot for Sentinel Networks ($416k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":217,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$416k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00648","actor":"rep_06","timestamp":"2026-03-16T18:40:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00648:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00648\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":238,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00648\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00648","actor":"rep_06","timestamp":"2026-03-16T18:50:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00648:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":94,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00648\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00648","actor":"rep_06","timestamp":"2026-03-16T18:45:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00648:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":124,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00648","actor":"rep_06","timestamp":"2026-03-16T18:46:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00648:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":98,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00648","actor":"rep_06","timestamp":"2026-03-16T19:00:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00648:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":67,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00648","actor":"rep_06","timestamp":"2026-03-16T18:48:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00648:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00648\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":314,"raw_payload":"{\"note_id\":\"nt_crm_00648\",\"attached_to\":\"hs_crm_00648\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00648\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00648","actor":"rep_06","timestamp":"2026-03-16T19:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00648:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=204982)","http_status":200,"latency_ms":330,"raw_payload":"{\"dealId\":\"dl_crm_00648\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=204982)"}},{"episode_id":"crm_00648","actor":"rep_06","timestamp":"2026-03-16T19:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00648:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00648)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00648\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":64,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00648\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00649","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-01-31T13:28:00.000Z","closed_at":"2026-01-31T14:56:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($188k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00649","actor":"rep_19","timestamp":"2026-01-31T13:28:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00649:00","content":"Operational trigger received from hubspot for Stripe Technologies ($188k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$188k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00649","actor":"rep_19","timestamp":"2026-01-31T13:32:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00649:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00649\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":118,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00649\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00649","actor":"rep_19","timestamp":"2026-01-31T13:38:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00649:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":181,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00649\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00649","actor":"rep_19","timestamp":"2026-01-31T13:43:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00649:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":124,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00649","actor":"rep_19","timestamp":"2026-01-31T14:00:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00649:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":315,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00649","actor":"rep_19","timestamp":"2026-01-31T14:08:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00649:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":179,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00649","actor":"rep_19","timestamp":"2026-01-31T13:58:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00649:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00649\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":177,"raw_payload":"{\"note_id\":\"nt_crm_00649\",\"attached_to\":\"hs_crm_00649\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00649\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00649","actor":"rep_19","timestamp":"2026-01-31T14:24:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00649:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=236770)","http_status":200,"latency_ms":271,"raw_payload":"{\"dealId\":\"dl_crm_00649\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=236770)"}},{"episode_id":"crm_00649","actor":"rep_19","timestamp":"2026-01-31T14:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00649:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00649)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00649\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":160,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00649\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00650","actor":"rep_20","actor_name":"Maya Patel","company":"NovaBio Labs","opened_at":"2026-03-10T14:35:00.000Z","closed_at":"2026-03-10T14:59:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($332k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00650","actor":"rep_20","timestamp":"2026-03-10T14:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00650:00","content":"Operational trigger received from hubspot for NovaBio Labs ($332k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$332k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00650","actor":"rep_20","timestamp":"2026-03-10T14:39:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00650:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00650\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":222,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00650\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00650","actor":"rep_20","timestamp":"2026-03-10T14:53:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00650:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":132,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00650\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00650","actor":"rep_20","timestamp":"2026-03-10T14:53:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00650:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":232,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00650","actor":"rep_20","timestamp":"2026-03-10T15:07:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00650:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":261,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00650","actor":"rep_20","timestamp":"2026-03-10T15:05:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00650:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":231,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00650","actor":"rep_20","timestamp":"2026-03-10T15:11:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00650:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00650\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":309,"raw_payload":"{\"note_id\":\"nt_crm_00650\",\"attached_to\":\"hs_crm_00650\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00650\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00650","actor":"rep_20","timestamp":"2026-03-10T15:17:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00650:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=423688)","http_status":200,"latency_ms":129,"raw_payload":"{\"dealId\":\"dl_crm_00650\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=423688)"}},{"episode_id":"crm_00650","actor":"rep_20","timestamp":"2026-03-10T14:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00650:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00650)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00650\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":232,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00650\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00651","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-03-15T18:11:00.000Z","closed_at":"2026-03-15T19:31:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($59k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00651","actor":"rep_09","timestamp":"2026-03-15T18:11:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00651:00","content":"Operational trigger received from hubspot for Sentinel Networks ($59k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$59k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00651","actor":"rep_09","timestamp":"2026-03-15T18:14:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00651:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00651\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":127,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00651\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00651","actor":"rep_09","timestamp":"2026-03-15T18:31:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00651:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":106,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00651\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00651","actor":"rep_09","timestamp":"2026-03-15T18:23:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00651:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":222,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00651","actor":"rep_09","timestamp":"2026-03-15T18:47:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00651:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":292,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00651","actor":"rep_09","timestamp":"2026-03-15T18:41:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00651:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":141,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00651","actor":"rep_09","timestamp":"2026-03-15T18:35:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00651:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00651\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":127,"raw_payload":"{\"note_id\":\"nt_crm_00651\",\"attached_to\":\"hs_crm_00651\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00651\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00651","actor":"rep_09","timestamp":"2026-03-15T19:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00651:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=223530)","http_status":200,"latency_ms":139,"raw_payload":"{\"dealId\":\"dl_crm_00651\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=223530)"}},{"episode_id":"crm_00651","actor":"rep_09","timestamp":"2026-03-15T19:31:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00651:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00651)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00651\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":81,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00651\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00652","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-02-04T05:26:00.000Z","closed_at":"2026-02-04T06:22:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($47k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00652","actor":"rep_32","timestamp":"2026-02-04T05:26:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00652:00","content":"Operational trigger received from hubspot for Stripe Technologies ($47k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":181,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$47k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00652","actor":"rep_32","timestamp":"2026-02-04T05:30:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00652:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00652\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":219,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00652\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00652","actor":"rep_32","timestamp":"2026-02-04T05:48:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00652:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":235,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00652\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00652","actor":"rep_32","timestamp":"2026-02-04T05:44:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00652:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":155,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00652","actor":"rep_32","timestamp":"2026-02-04T05:38:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00652:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":277,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00652","actor":"rep_32","timestamp":"2026-02-04T06:06:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00652:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":168,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00652","actor":"rep_32","timestamp":"2026-02-04T06:08:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00652:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00652\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":299,"raw_payload":"{\"note_id\":\"nt_crm_00652\",\"attached_to\":\"hs_crm_00652\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00652\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00652","actor":"rep_32","timestamp":"2026-02-04T06:22:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00652:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=239642)","http_status":200,"latency_ms":163,"raw_payload":"{\"dealId\":\"dl_crm_00652\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=239642)"}},{"episode_id":"crm_00652","actor":"rep_32","timestamp":"2026-02-04T06:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00652:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00652)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00652\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00652\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00653","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-03-27T15:06:00.000Z","closed_at":"2026-03-27T16:18:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($177k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00653","actor":"rep_37","timestamp":"2026-03-27T15:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00653:00","content":"Operational trigger received from hubspot for CloudScale Data ($177k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00653","actor":"rep_37","timestamp":"2026-03-27T15:13:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00653:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00653\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":112,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00653\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00653","actor":"rep_37","timestamp":"2026-03-27T15:14:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00653:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":299,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00653\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00653","actor":"rep_37","timestamp":"2026-03-27T15:27:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00653:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":351,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00653","actor":"rep_37","timestamp":"2026-03-27T15:42:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00653:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":155,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00653","actor":"rep_37","timestamp":"2026-03-27T15:51:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00653:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":109,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00653","actor":"rep_37","timestamp":"2026-03-27T15:42:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00653:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00653\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":136,"raw_payload":"{\"note_id\":\"nt_crm_00653\",\"attached_to\":\"hs_crm_00653\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00653\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00653","actor":"rep_37","timestamp":"2026-03-27T15:48:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00653:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=388658)","http_status":200,"latency_ms":299,"raw_payload":"{\"dealId\":\"dl_crm_00653\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=388658)"}},{"episode_id":"crm_00653","actor":"rep_37","timestamp":"2026-03-27T16:18:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00653:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00653)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00653\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":105,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00653\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00654","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-02-05T06:31:00.000Z","closed_at":"2026-02-05T06:55:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($165k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00654","actor":"rep_31","timestamp":"2026-02-05T06:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00654:00","content":"Operational trigger received from hubspot for Beacon Energy ($165k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":91,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$165k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00654","actor":"rep_31","timestamp":"2026-02-05T06:40:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00654:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00654\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":136,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00654\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00654","actor":"rep_31","timestamp":"2026-02-05T06:49:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00654:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":111,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00654\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00654","actor":"rep_31","timestamp":"2026-02-05T07:01:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00654:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":293,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00654","actor":"rep_31","timestamp":"2026-02-05T06:47:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00654:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":228,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00654","actor":"rep_31","timestamp":"2026-02-05T07:11:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00654:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":230,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00654","actor":"rep_31","timestamp":"2026-02-05T06:55:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00654:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00654\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":129,"raw_payload":"{\"note_id\":\"nt_crm_00654\",\"attached_to\":\"hs_crm_00654\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00654\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00654","actor":"rep_31","timestamp":"2026-02-05T06:52:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00654:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=61424)","http_status":200,"latency_ms":292,"raw_payload":"{\"dealId\":\"dl_crm_00654\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=61424)"}},{"episode_id":"crm_00654","actor":"rep_31","timestamp":"2026-02-05T06:55:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00654:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00654)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00654\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00654\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00655","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-03-30T10:08:00.000Z","closed_at":"2026-03-30T10:56:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($214k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00655","actor":"rep_25","timestamp":"2026-03-30T10:08:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00655:00","content":"Operational trigger received from hubspot for Nexus AI ($214k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":147,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$214k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00655","actor":"rep_25","timestamp":"2026-03-30T10:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00655:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00655\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":149,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00655\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00655","actor":"rep_25","timestamp":"2026-03-30T10:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00655:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":113,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00655\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00655","actor":"rep_25","timestamp":"2026-03-30T10:32:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00655:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":154,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00655","actor":"rep_25","timestamp":"2026-03-30T10:28:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00655:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":165,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00655","actor":"rep_25","timestamp":"2026-03-30T10:58:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00655:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":70,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00655","actor":"rep_25","timestamp":"2026-03-30T11:08:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00655:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00655\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":282,"raw_payload":"{\"note_id\":\"nt_crm_00655\",\"attached_to\":\"hs_crm_00655\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00655\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00655","actor":"rep_25","timestamp":"2026-03-30T10:29:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00655:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=208828)","http_status":200,"latency_ms":323,"raw_payload":"{\"dealId\":\"dl_crm_00655\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=208828)"}},{"episode_id":"crm_00655","actor":"rep_25","timestamp":"2026-03-30T10:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00655:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00655)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00655\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":129,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00655\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00656","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-02-23T14:31:00.000Z","closed_at":"2026-02-23T15:59:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($284k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00656","actor":"rep_31","timestamp":"2026-02-23T14:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00656:00","content":"Operational trigger received from hubspot for Pinnacle Media ($284k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$284k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00656","actor":"rep_31","timestamp":"2026-02-23T14:35:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00656:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00656\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":262,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00656\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00656","actor":"rep_31","timestamp":"2026-02-23T14:43:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00656:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":128,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00656\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00656","actor":"rep_31","timestamp":"2026-02-23T14:55:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00656:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":136,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00656","actor":"rep_31","timestamp":"2026-02-23T14:55:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00656:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":221,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00656","actor":"rep_31","timestamp":"2026-02-23T15:11:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00656:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":68,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00656","actor":"rep_31","timestamp":"2026-02-23T15:25:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00656:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00656\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":173,"raw_payload":"{\"note_id\":\"nt_crm_00656\",\"attached_to\":\"hs_crm_00656\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00656\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00656","actor":"rep_31","timestamp":"2026-02-23T15:20:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00656:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=214691)","http_status":200,"latency_ms":159,"raw_payload":"{\"dealId\":\"dl_crm_00656\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=214691)"}},{"episode_id":"crm_00656","actor":"rep_31","timestamp":"2026-02-23T15:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00656:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00656)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00656\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":215,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00656\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00657","actor":"rep_32","actor_name":"Liam O'Connor","company":"Catalyst Software","opened_at":"2026-03-26T16:27:00.000Z","closed_at":"2026-03-26T16:59:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($98k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00657","actor":"rep_32","timestamp":"2026-03-26T16:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00657:00","content":"Operational trigger received from hubspot for Catalyst Software ($98k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$98k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00657","actor":"rep_32","timestamp":"2026-03-26T16:35:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00657:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00657\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":91,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00657\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00657","actor":"rep_32","timestamp":"2026-03-26T16:45:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00657:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":224,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00657\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00657","actor":"rep_32","timestamp":"2026-03-26T17:00:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00657:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":130,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00657","actor":"rep_32","timestamp":"2026-03-26T17:07:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00657:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":103,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00657","actor":"rep_32","timestamp":"2026-03-26T17:22:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00657:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":283,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00657","actor":"rep_32","timestamp":"2026-03-26T16:51:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00657:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00657\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":267,"raw_payload":"{\"note_id\":\"nt_crm_00657\",\"attached_to\":\"hs_crm_00657\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00657\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00657","actor":"rep_32","timestamp":"2026-03-26T17:23:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00657:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=73809)","http_status":200,"latency_ms":217,"raw_payload":"{\"dealId\":\"dl_crm_00657\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=73809)"}},{"episode_id":"crm_00657","actor":"rep_32","timestamp":"2026-03-26T16:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00657:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00657)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00657\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":208,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00657\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00658","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-03-29T20:14:00.000Z","closed_at":"2026-03-29T20:54:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($429k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00658","actor":"rep_06","timestamp":"2026-03-29T20:14:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00658:00","content":"Operational trigger received from hubspot for Stripe Technologies ($429k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":48,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$429k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00658","actor":"rep_06","timestamp":"2026-03-29T20:22:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00658:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00658\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":275,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00658\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00658","actor":"rep_06","timestamp":"2026-03-29T20:32:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00658:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":283,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00658\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00658","actor":"rep_06","timestamp":"2026-03-29T20:35:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00658:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":171,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00658","actor":"rep_06","timestamp":"2026-03-29T20:58:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00658:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":169,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00658","actor":"rep_06","timestamp":"2026-03-29T20:49:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00658:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":124,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00658","actor":"rep_06","timestamp":"2026-03-29T20:44:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00658:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00658\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":155,"raw_payload":"{\"note_id\":\"nt_crm_00658\",\"attached_to\":\"hs_crm_00658\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00658\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00658","actor":"rep_06","timestamp":"2026-03-29T21:31:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00658:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=91760)","http_status":200,"latency_ms":210,"raw_payload":"{\"dealId\":\"dl_crm_00658\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=91760)"}},{"episode_id":"crm_00658","actor":"rep_06","timestamp":"2026-03-29T20:54:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00658:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00658)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00658\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00658\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00659","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-01-15T01:38:00.000Z","closed_at":"2026-01-15T03:06:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($111k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00659","actor":"rep_01","timestamp":"2026-01-15T01:38:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00659:00","content":"Operational trigger received from hubspot for Stripe Technologies ($111k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$111k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00659","actor":"rep_01","timestamp":"2026-01-15T01:49:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00659:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00659\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":149,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00659\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00659","actor":"rep_01","timestamp":"2026-01-15T01:46:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00659:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":283,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00659\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00659","actor":"rep_01","timestamp":"2026-01-15T01:53:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00659:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":129,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00659","actor":"rep_01","timestamp":"2026-01-15T02:10:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00659:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":100,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00659","actor":"rep_01","timestamp":"2026-01-15T02:33:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00659:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":123,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00659","actor":"rep_01","timestamp":"2026-01-15T02:14:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00659:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00659\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":228,"raw_payload":"{\"note_id\":\"nt_crm_00659\",\"attached_to\":\"hs_crm_00659\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00659\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00659","actor":"rep_01","timestamp":"2026-01-15T01:59:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00659:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=258518)","http_status":200,"latency_ms":124,"raw_payload":"{\"dealId\":\"dl_crm_00659\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=258518)"}},{"episode_id":"crm_00659","actor":"rep_01","timestamp":"2026-01-15T03:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00659:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00659)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00659\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":238,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00659\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00660","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-02-17T14:49:00.000Z","closed_at":"2026-02-17T15:45:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($401k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00660","actor":"rep_09","timestamp":"2026-02-17T14:49:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00660:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($401k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$401k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00660","actor":"rep_09","timestamp":"2026-02-17T14:54:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00660:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00660\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":53,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00660\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00660","actor":"rep_09","timestamp":"2026-02-17T15:03:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00660:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":242,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00660\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00660","actor":"rep_09","timestamp":"2026-02-17T15:13:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00660:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":283,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00660","actor":"rep_09","timestamp":"2026-02-17T15:05:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00660:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":188,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00660","actor":"rep_09","timestamp":"2026-02-17T15:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00660:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":197,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00660","actor":"rep_09","timestamp":"2026-02-17T15:37:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00660:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00660\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":266,"raw_payload":"{\"note_id\":\"nt_crm_00660\",\"attached_to\":\"hs_crm_00660\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00660\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00660","actor":"rep_09","timestamp":"2026-02-17T15:45:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00660:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=310860)","http_status":200,"latency_ms":222,"raw_payload":"{\"dealId\":\"dl_crm_00660\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=310860)"}},{"episode_id":"crm_00660","actor":"rep_09","timestamp":"2026-02-17T15:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00660:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00660)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00660\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":219,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00660\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00661","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-02-17T21:47:00.000Z","closed_at":"2026-02-17T22:43:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($282k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00661","actor":"rep_01","timestamp":"2026-02-17T21:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00661:00","content":"Operational trigger received from hubspot for Stripe Technologies ($282k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":70,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$282k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00661","actor":"rep_01","timestamp":"2026-02-17T21:57:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00661:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00661\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":73,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00661\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00661","actor":"rep_01","timestamp":"2026-02-17T22:01:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00661:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":295,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00661\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00661","actor":"rep_01","timestamp":"2026-02-17T22:11:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00661:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":198,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00661","actor":"rep_01","timestamp":"2026-02-17T22:03:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00661:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":161,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00661","actor":"rep_01","timestamp":"2026-02-17T22:17:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00661:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":189,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00661","actor":"rep_01","timestamp":"2026-02-17T22:41:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00661:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00661\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":205,"raw_payload":"{\"note_id\":\"nt_crm_00661\",\"attached_to\":\"hs_crm_00661\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00661\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00661","actor":"rep_01","timestamp":"2026-02-17T22:50:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00661:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=134458)","http_status":200,"latency_ms":285,"raw_payload":"{\"dealId\":\"dl_crm_00661\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=134458)"}},{"episode_id":"crm_00661","actor":"rep_01","timestamp":"2026-02-17T22:43:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00661:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00661)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00661\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00661\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00662","actor":"rep_06","actor_name":"Marcus Vance","company":"FinTech Global","opened_at":"2026-01-13T17:07:00.000Z","closed_at":"2026-01-13T17:55:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($463k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00662","actor":"rep_06","timestamp":"2026-01-13T17:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00662:00","content":"Operational trigger received from hubspot for FinTech Global ($463k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":195,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$463k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00662","actor":"rep_06","timestamp":"2026-01-13T17:15:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00662:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00662\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":111,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00662\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00662","actor":"rep_06","timestamp":"2026-01-13T17:29:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00662:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":248,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00662\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00662","actor":"rep_06","timestamp":"2026-01-13T17:28:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00662:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":313,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00662","actor":"rep_06","timestamp":"2026-01-13T17:39:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00662:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":103,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00662","actor":"rep_06","timestamp":"2026-01-13T17:32:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00662:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":109,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00662","actor":"rep_06","timestamp":"2026-01-13T18:07:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00662:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00662\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":222,"raw_payload":"{\"note_id\":\"nt_crm_00662\",\"attached_to\":\"hs_crm_00662\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00662\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00662","actor":"rep_06","timestamp":"2026-01-13T17:42:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00662:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=356681)","http_status":200,"latency_ms":342,"raw_payload":"{\"dealId\":\"dl_crm_00662\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=356681)"}},{"episode_id":"crm_00662","actor":"rep_06","timestamp":"2026-01-13T17:55:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00662:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00662)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00662\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":126,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00662\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00663","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-02-14T18:10:00.000Z","closed_at":"2026-02-14T18:42:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($436k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00663","actor":"rep_14","timestamp":"2026-02-14T18:10:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00663:00","content":"Operational trigger received from hubspot for Pinnacle Media ($436k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$436k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00663","actor":"rep_14","timestamp":"2026-02-14T18:15:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00663:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00663\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":211,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00663\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00663","actor":"rep_14","timestamp":"2026-02-14T18:32:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00663:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":157,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00663\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00663","actor":"rep_14","timestamp":"2026-02-14T18:19:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00663:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":194,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00663","actor":"rep_14","timestamp":"2026-02-14T18:42:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00663:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":243,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00663","actor":"rep_14","timestamp":"2026-02-14T18:55:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00663:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":266,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00663","actor":"rep_14","timestamp":"2026-02-14T18:40:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00663:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00663\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":220,"raw_payload":"{\"note_id\":\"nt_crm_00663\",\"attached_to\":\"hs_crm_00663\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00663\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00663","actor":"rep_14","timestamp":"2026-02-14T18:38:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00663:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=371098)","http_status":200,"latency_ms":185,"raw_payload":"{\"dealId\":\"dl_crm_00663\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=371098)"}},{"episode_id":"crm_00663","actor":"rep_14","timestamp":"2026-02-14T18:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00663:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00663)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00663\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":277,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00663\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00664","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-03-22T05:50:00.000Z","closed_at":"2026-03-22T07:02:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($410k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00664","actor":"rep_11","timestamp":"2026-03-22T05:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00664:00","content":"Operational trigger received from hubspot for Catalyst Software ($410k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":174,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$410k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00664","actor":"rep_11","timestamp":"2026-03-22T05:56:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00664:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00664\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":139,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00664\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00664","actor":"rep_11","timestamp":"2026-03-22T06:12:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00664:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":179,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00664\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00664","actor":"rep_11","timestamp":"2026-03-22T06:17:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00664:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":136,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00664","actor":"rep_11","timestamp":"2026-03-22T06:26:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00664:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":170,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00664","actor":"rep_11","timestamp":"2026-03-22T06:05:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00664:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":145,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00664","actor":"rep_11","timestamp":"2026-03-22T06:20:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00664:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00664\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":305,"raw_payload":"{\"note_id\":\"nt_crm_00664\",\"attached_to\":\"hs_crm_00664\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00664\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00664","actor":"rep_11","timestamp":"2026-03-22T06:18:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00664:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=359780)","http_status":200,"latency_ms":115,"raw_payload":"{\"dealId\":\"dl_crm_00664\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=359780)"}},{"episode_id":"crm_00664","actor":"rep_11","timestamp":"2026-03-22T07:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00664:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00664)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00664\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":80,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00664\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00665","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-03-26T01:37:00.000Z","closed_at":"2026-03-26T02:57:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($265k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00665","actor":"rep_25","timestamp":"2026-03-26T01:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00665:00","content":"Operational trigger received from hubspot for Sentinel Networks ($265k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":255,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$265k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00665","actor":"rep_25","timestamp":"2026-03-26T01:41:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00665:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00665\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":86,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00665\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00665","actor":"rep_25","timestamp":"2026-03-26T01:55:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00665:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":209,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00665\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00665","actor":"rep_25","timestamp":"2026-03-26T01:55:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00665:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":130,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00665","actor":"rep_25","timestamp":"2026-03-26T02:13:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00665:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":199,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00665","actor":"rep_25","timestamp":"2026-03-26T02:07:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00665:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":260,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00665","actor":"rep_25","timestamp":"2026-03-26T02:37:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00665:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00665\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":272,"raw_payload":"{\"note_id\":\"nt_crm_00665\",\"attached_to\":\"hs_crm_00665\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00665\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00665","actor":"rep_25","timestamp":"2026-03-26T01:58:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00665:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=239215)","http_status":200,"latency_ms":295,"raw_payload":"{\"dealId\":\"dl_crm_00665\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=239215)"}},{"episode_id":"crm_00665","actor":"rep_25","timestamp":"2026-03-26T02:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00665:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00665)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00665\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00665\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00666","actor":"rep_06","actor_name":"Marcus Vance","company":"OmniChannel Inc","opened_at":"2026-02-25T02:27:00.000Z","closed_at":"2026-02-25T03:39:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($292k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00666","actor":"rep_06","timestamp":"2026-02-25T02:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00666:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($292k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$292k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00666","actor":"rep_06","timestamp":"2026-02-25T02:32:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00666:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00666\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":92,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00666\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00666","actor":"rep_06","timestamp":"2026-02-25T02:33:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00666:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":307,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00666\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00666","actor":"rep_06","timestamp":"2026-02-25T02:48:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00666:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":338,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00666","actor":"rep_06","timestamp":"2026-02-25T02:59:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00666:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":282,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00666","actor":"rep_06","timestamp":"2026-02-25T02:42:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00666:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":224,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00666","actor":"rep_06","timestamp":"2026-02-25T03:03:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00666:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00666\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":105,"raw_payload":"{\"note_id\":\"nt_crm_00666\",\"attached_to\":\"hs_crm_00666\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00666\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00666","actor":"rep_06","timestamp":"2026-02-25T03:44:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00666:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=370902)","http_status":200,"latency_ms":170,"raw_payload":"{\"dealId\":\"dl_crm_00666\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=370902)"}},{"episode_id":"crm_00666","actor":"rep_06","timestamp":"2026-02-25T03:39:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00666:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00666)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00666\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00666\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00667","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-03-09T15:23:00.000Z","closed_at":"2026-03-09T16:19:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($47k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00667","actor":"rep_01","timestamp":"2026-03-09T15:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00667:00","content":"Operational trigger received from hubspot for Vertex Cyber ($47k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":212,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$47k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00667","actor":"rep_01","timestamp":"2026-03-09T15:34:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00667:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00667\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":268,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00667\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00667","actor":"rep_01","timestamp":"2026-03-09T15:33:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00667:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":81,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00667\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00667","actor":"rep_01","timestamp":"2026-03-09T15:47:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00667:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":348,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00667","actor":"rep_01","timestamp":"2026-03-09T15:39:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00667:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":170,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00667","actor":"rep_01","timestamp":"2026-03-09T16:08:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00667:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":235,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00667","actor":"rep_01","timestamp":"2026-03-09T15:59:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00667:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00667\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":329,"raw_payload":"{\"note_id\":\"nt_crm_00667\",\"attached_to\":\"hs_crm_00667\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00667\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00667","actor":"rep_01","timestamp":"2026-03-09T16:05:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00667:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=451600)","http_status":200,"latency_ms":137,"raw_payload":"{\"dealId\":\"dl_crm_00667\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=451600)"}},{"episode_id":"crm_00667","actor":"rep_01","timestamp":"2026-03-09T16:19:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00667:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00667)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00667\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":148,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00667\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00668","actor":"rep_20","actor_name":"Maya Patel","company":"Beacon Energy","opened_at":"2026-01-30T10:22:00.000Z","closed_at":"2026-01-30T11:26:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($234k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00668","actor":"rep_20","timestamp":"2026-01-30T10:22:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00668:00","content":"Operational trigger received from hubspot for Beacon Energy ($234k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$234k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00668","actor":"rep_20","timestamp":"2026-01-30T10:26:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00668:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00668\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":56,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00668\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00668","actor":"rep_20","timestamp":"2026-01-30T10:42:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00668:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":278,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00668\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00668","actor":"rep_20","timestamp":"2026-01-30T10:55:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00668:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":331,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00668","actor":"rep_20","timestamp":"2026-01-30T10:54:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00668:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":103,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00668","actor":"rep_20","timestamp":"2026-01-30T10:57:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00668:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":69,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00668","actor":"rep_20","timestamp":"2026-01-30T11:04:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00668:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00668\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":160,"raw_payload":"{\"note_id\":\"nt_crm_00668\",\"attached_to\":\"hs_crm_00668\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00668\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00668","actor":"rep_20","timestamp":"2026-01-30T11:11:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00668:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=287167)","http_status":200,"latency_ms":169,"raw_payload":"{\"dealId\":\"dl_crm_00668\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=287167)"}},{"episode_id":"crm_00668","actor":"rep_20","timestamp":"2026-01-30T11:26:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00668:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00668)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00668\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":227,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00668\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00669","actor":"rep_11","actor_name":"David Kim","company":"Beacon Energy","opened_at":"2026-02-10T08:13:00.000Z","closed_at":"2026-02-10T09:25:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($304k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00669","actor":"rep_11","timestamp":"2026-02-10T08:13:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00669:00","content":"Operational trigger received from hubspot for Beacon Energy ($304k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":257,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$304k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00669","actor":"rep_11","timestamp":"2026-02-10T08:19:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00669:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00669\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":180,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00669\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00669","actor":"rep_11","timestamp":"2026-02-10T08:31:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00669:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":84,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00669\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00669","actor":"rep_11","timestamp":"2026-02-10T08:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00669:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":239,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00669","actor":"rep_11","timestamp":"2026-02-10T08:41:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00669:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":283,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00669","actor":"rep_11","timestamp":"2026-02-10T08:53:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00669:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":57,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00669","actor":"rep_11","timestamp":"2026-02-10T08:49:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00669:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00669\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":313,"raw_payload":"{\"note_id\":\"nt_crm_00669\",\"attached_to\":\"hs_crm_00669\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00669\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00669","actor":"rep_11","timestamp":"2026-02-10T09:09:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00669:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=429166)","http_status":200,"latency_ms":170,"raw_payload":"{\"dealId\":\"dl_crm_00669\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=429166)"}},{"episode_id":"crm_00669","actor":"rep_11","timestamp":"2026-02-10T09:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00669:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00669)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00669\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":265,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00669\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00670","actor":"rep_14","actor_name":"Rachel Adams","company":"Aura Therapeutics","opened_at":"2026-01-04T21:00:00.000Z","closed_at":"2026-01-04T21:32:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($141k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00670","actor":"rep_14","timestamp":"2026-01-04T21:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00670:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($141k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":284,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$141k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00670","actor":"rep_14","timestamp":"2026-01-04T21:03:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00670:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00670\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":120,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00670\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00670","actor":"rep_14","timestamp":"2026-01-04T21:18:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00670:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":308,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00670\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00670","actor":"rep_14","timestamp":"2026-01-04T21:12:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00670:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":321,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00670","actor":"rep_14","timestamp":"2026-01-04T21:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00670:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":154,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00670","actor":"rep_14","timestamp":"2026-01-04T21:20:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00670:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":233,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00670","actor":"rep_14","timestamp":"2026-01-04T22:06:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00670:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00670\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":283,"raw_payload":"{\"note_id\":\"nt_crm_00670\",\"attached_to\":\"hs_crm_00670\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00670\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00670","actor":"rep_14","timestamp":"2026-01-04T21:21:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00670:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=121019)","http_status":200,"latency_ms":181,"raw_payload":"{\"dealId\":\"dl_crm_00670\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=121019)"}},{"episode_id":"crm_00670","actor":"rep_14","timestamp":"2026-01-04T21:32:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00670:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00670)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00670\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":192,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00670\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00671","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-01-03T16:51:00.000Z","closed_at":"2026-01-03T17:55:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($383k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00671","actor":"rep_19","timestamp":"2026-01-03T16:51:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00671:00","content":"Operational trigger received from hubspot for CloudScale Data ($383k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":114,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$383k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00671","actor":"rep_19","timestamp":"2026-01-03T16:58:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00671:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00671\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":202,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00671\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00671","actor":"rep_19","timestamp":"2026-01-03T17:01:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00671:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":278,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00671\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00671","actor":"rep_19","timestamp":"2026-01-03T17:15:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00671:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":297,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00671","actor":"rep_19","timestamp":"2026-01-03T17:35:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00671:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":320,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00671","actor":"rep_19","timestamp":"2026-01-03T17:16:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00671:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":218,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00671","actor":"rep_19","timestamp":"2026-01-03T17:09:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00671:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00671\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":223,"raw_payload":"{\"note_id\":\"nt_crm_00671\",\"attached_to\":\"hs_crm_00671\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00671\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00671","actor":"rep_19","timestamp":"2026-01-03T17:19:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00671:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=49261)","http_status":200,"latency_ms":122,"raw_payload":"{\"dealId\":\"dl_crm_00671\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=49261)"}},{"episode_id":"crm_00671","actor":"rep_19","timestamp":"2026-01-03T17:55:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00671:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00671)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00671\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":268,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00671\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00672","actor":"rep_09","actor_name":"Elena Rostova","company":"Apex Retail Group","opened_at":"2026-02-08T03:31:00.000Z","closed_at":"2026-02-08T03:55:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($131k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00672","actor":"rep_09","timestamp":"2026-02-08T03:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00672:00","content":"Operational trigger received from hubspot for Apex Retail Group ($131k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":199,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$131k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00672","actor":"rep_09","timestamp":"2026-02-08T03:42:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00672:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00672\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":64,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00672\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00672","actor":"rep_09","timestamp":"2026-02-08T03:51:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00672:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":183,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00672\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00672","actor":"rep_09","timestamp":"2026-02-08T03:55:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00672:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":223,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00672","actor":"rep_09","timestamp":"2026-02-08T03:51:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00672:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":176,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00672","actor":"rep_09","timestamp":"2026-02-08T04:21:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00672:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":168,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00672","actor":"rep_09","timestamp":"2026-02-08T04:19:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00672:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00672\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":298,"raw_payload":"{\"note_id\":\"nt_crm_00672\",\"attached_to\":\"hs_crm_00672\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00672\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00672","actor":"rep_09","timestamp":"2026-02-08T03:59:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00672:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=381861)","http_status":200,"latency_ms":194,"raw_payload":"{\"dealId\":\"dl_crm_00672\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=381861)"}},{"episode_id":"crm_00672","actor":"rep_09","timestamp":"2026-02-08T03:55:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00672:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00672)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00672\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":133,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00672\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00673","actor":"rep_14","actor_name":"Rachel Adams","company":"Nexus AI","opened_at":"2026-01-30T19:12:00.000Z","closed_at":"2026-01-30T19:36:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($167k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00673","actor":"rep_14","timestamp":"2026-01-30T19:12:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00673:00","content":"Operational trigger received from hubspot for Nexus AI ($167k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":47,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$167k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00673","actor":"rep_14","timestamp":"2026-01-30T19:19:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00673:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00673\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":183,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00673\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00673","actor":"rep_14","timestamp":"2026-01-30T19:28:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00673:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":108,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00673\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00673","actor":"rep_14","timestamp":"2026-01-30T19:45:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00673:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":222,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00673","actor":"rep_14","timestamp":"2026-01-30T19:28:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00673:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":158,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00673","actor":"rep_14","timestamp":"2026-01-30T20:07:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00673:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":161,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00673","actor":"rep_14","timestamp":"2026-01-30T20:00:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00673:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00673\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":215,"raw_payload":"{\"note_id\":\"nt_crm_00673\",\"attached_to\":\"hs_crm_00673\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00673\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00673","actor":"rep_14","timestamp":"2026-01-30T19:33:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00673:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=239059)","http_status":200,"latency_ms":120,"raw_payload":"{\"dealId\":\"dl_crm_00673\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=239059)"}},{"episode_id":"crm_00673","actor":"rep_14","timestamp":"2026-01-30T19:36:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00673:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00673)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00673\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":95,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00673\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00674","actor":"rep_32","actor_name":"Liam O'Connor","company":"Catalyst Software","opened_at":"2026-02-22T04:41:00.000Z","closed_at":"2026-02-22T05:53:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($315k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00674","actor":"rep_32","timestamp":"2026-02-22T04:41:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00674:00","content":"Operational trigger received from hubspot for Catalyst Software ($315k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":212,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$315k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00674","actor":"rep_32","timestamp":"2026-02-22T04:49:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00674:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00674\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":157,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00674\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00674","actor":"rep_32","timestamp":"2026-02-22T05:03:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00674:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":132,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00674\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00674","actor":"rep_32","timestamp":"2026-02-22T05:14:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00674:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":245,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00674","actor":"rep_32","timestamp":"2026-02-22T04:57:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00674:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":196,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00674","actor":"rep_32","timestamp":"2026-02-22T05:01:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00674:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":99,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00674","actor":"rep_32","timestamp":"2026-02-22T05:11:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00674:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00674\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":99,"raw_payload":"{\"note_id\":\"nt_crm_00674\",\"attached_to\":\"hs_crm_00674\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00674\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00674","actor":"rep_32","timestamp":"2026-02-22T05:02:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00674:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=99835)","http_status":200,"latency_ms":290,"raw_payload":"{\"dealId\":\"dl_crm_00674\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=99835)"}},{"episode_id":"crm_00674","actor":"rep_32","timestamp":"2026-02-22T05:53:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00674:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00674)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00674\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":250,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00674\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00675","actor":"rep_20","actor_name":"Maya Patel","company":"CloudScale Data","opened_at":"2026-01-27T09:43:00.000Z","closed_at":"2026-01-27T10:47:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($49k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00675","actor":"rep_20","timestamp":"2026-01-27T09:43:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00675:00","content":"Operational trigger received from hubspot for CloudScale Data ($49k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":144,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$49k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00675","actor":"rep_20","timestamp":"2026-01-27T09:51:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00675:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00675\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":208,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00675\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00675","actor":"rep_20","timestamp":"2026-01-27T09:55:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00675:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":170,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00675\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00675","actor":"rep_20","timestamp":"2026-01-27T10:13:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00675:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":316,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00675","actor":"rep_20","timestamp":"2026-01-27T09:59:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00675:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":274,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00675","actor":"rep_20","timestamp":"2026-01-27T09:58:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00675:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":224,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00675","actor":"rep_20","timestamp":"2026-01-27T10:19:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00675:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00675\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":311,"raw_payload":"{\"note_id\":\"nt_crm_00675\",\"attached_to\":\"hs_crm_00675\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00675\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00675","actor":"rep_20","timestamp":"2026-01-27T11:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00675:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=447799)","http_status":200,"latency_ms":345,"raw_payload":"{\"dealId\":\"dl_crm_00675\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=447799)"}},{"episode_id":"crm_00675","actor":"rep_20","timestamp":"2026-01-27T10:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00675:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00675)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00675\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":163,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00675\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00676","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-03-01T06:50:00.000Z","closed_at":"2026-03-01T08:18:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($210k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00676","actor":"rep_19","timestamp":"2026-03-01T06:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00676:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($210k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":265,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$210k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00676","actor":"rep_19","timestamp":"2026-03-01T07:01:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00676:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00676\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":107,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00676\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00676","actor":"rep_19","timestamp":"2026-03-01T07:02:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00676:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":93,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00676\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00676","actor":"rep_19","timestamp":"2026-03-01T07:11:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00676:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":239,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00676","actor":"rep_19","timestamp":"2026-03-01T07:18:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00676:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":292,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00676","actor":"rep_19","timestamp":"2026-03-01T07:05:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00676:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":59,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00676","actor":"rep_19","timestamp":"2026-03-01T07:56:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00676:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00676\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":230,"raw_payload":"{\"note_id\":\"nt_crm_00676\",\"attached_to\":\"hs_crm_00676\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00676\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00676","actor":"rep_19","timestamp":"2026-03-01T07:39:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00676:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=372032)","http_status":200,"latency_ms":173,"raw_payload":"{\"dealId\":\"dl_crm_00676\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=372032)"}},{"episode_id":"crm_00676","actor":"rep_19","timestamp":"2026-03-01T08:18:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00676:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00676)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00676\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":110,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00676\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00677","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-02-02T11:06:00.000Z","closed_at":"2026-02-02T12:34:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($88k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00677","actor":"rep_31","timestamp":"2026-02-02T11:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00677:00","content":"Operational trigger received from hubspot for Catalyst Software ($88k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$88k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00677","actor":"rep_31","timestamp":"2026-02-02T11:10:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00677:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00677\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":252,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00677\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00677","actor":"rep_31","timestamp":"2026-02-02T11:26:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00677:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":260,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00677\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00677","actor":"rep_31","timestamp":"2026-02-02T11:27:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00677:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":252,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00677","actor":"rep_31","timestamp":"2026-02-02T11:18:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00677:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":242,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00677","actor":"rep_31","timestamp":"2026-02-02T11:36:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00677:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":275,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00677","actor":"rep_31","timestamp":"2026-02-02T11:54:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00677:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00677\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":193,"raw_payload":"{\"note_id\":\"nt_crm_00677\",\"attached_to\":\"hs_crm_00677\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00677\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00677","actor":"rep_31","timestamp":"2026-02-02T11:27:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00677:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=226400)","http_status":200,"latency_ms":178,"raw_payload":"{\"dealId\":\"dl_crm_00677\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=226400)"}},{"episode_id":"crm_00677","actor":"rep_31","timestamp":"2026-02-02T12:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00677:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00677)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00677\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00677\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00678","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-01-26T23:01:00.000Z","closed_at":"2026-01-26T23:41:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($249k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00678","actor":"rep_11","timestamp":"2026-01-26T23:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00678:00","content":"Operational trigger received from hubspot for Vertex Cyber ($249k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":197,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$249k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00678","actor":"rep_11","timestamp":"2026-01-26T23:06:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00678:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00678\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":249,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00678\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00678","actor":"rep_11","timestamp":"2026-01-26T23:07:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00678:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":186,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00678\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00678","actor":"rep_11","timestamp":"2026-01-26T23:34:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00678:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":130,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00678","actor":"rep_11","timestamp":"2026-01-26T23:33:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00678:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":169,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00678","actor":"rep_11","timestamp":"2026-01-26T23:26:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00678:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":103,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00678","actor":"rep_11","timestamp":"2026-01-26T23:43:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00678:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00678\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":179,"raw_payload":"{\"note_id\":\"nt_crm_00678\",\"attached_to\":\"hs_crm_00678\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00678\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00678","actor":"rep_11","timestamp":"2026-01-26T23:50:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00678:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=271419)","http_status":200,"latency_ms":253,"raw_payload":"{\"dealId\":\"dl_crm_00678\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=271419)"}},{"episode_id":"crm_00678","actor":"rep_11","timestamp":"2026-01-26T23:41:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00678:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00678)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00678\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":103,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00678\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00679","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-03-28T09:06:00.000Z","closed_at":"2026-03-28T10:26:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($186k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00679","actor":"rep_32","timestamp":"2026-03-28T09:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00679:00","content":"Operational trigger received from hubspot for Pinnacle Media ($186k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$186k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00679","actor":"rep_32","timestamp":"2026-03-28T09:17:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00679:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00679\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":137,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00679\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00679","actor":"rep_32","timestamp":"2026-03-28T09:18:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00679:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":185,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00679\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00679","actor":"rep_32","timestamp":"2026-03-28T09:36:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00679:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":221,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00679","actor":"rep_32","timestamp":"2026-03-28T09:46:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00679:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":304,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00679","actor":"rep_32","timestamp":"2026-03-28T09:36:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00679:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":203,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00679","actor":"rep_32","timestamp":"2026-03-28T09:36:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00679:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00679\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":142,"raw_payload":"{\"note_id\":\"nt_crm_00679\",\"attached_to\":\"hs_crm_00679\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00679\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00679","actor":"rep_32","timestamp":"2026-03-28T10:09:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00679:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=193926)","http_status":200,"latency_ms":173,"raw_payload":"{\"dealId\":\"dl_crm_00679\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=193926)"}},{"episode_id":"crm_00679","actor":"rep_32","timestamp":"2026-03-28T10:26:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00679:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00679)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00679\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00679\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00680","actor":"rep_20","actor_name":"Maya Patel","company":"OmniChannel Inc","opened_at":"2026-01-30T10:18:00.000Z","closed_at":"2026-01-30T10:42:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($71k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00680","actor":"rep_20","timestamp":"2026-01-30T10:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00680:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($71k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":220,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$71k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00680","actor":"rep_20","timestamp":"2026-01-30T10:21:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00680:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00680\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":223,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00680\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00680","actor":"rep_20","timestamp":"2026-01-30T10:36:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00680:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":277,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00680\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00680","actor":"rep_20","timestamp":"2026-01-30T10:48:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00680:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":331,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00680","actor":"rep_20","timestamp":"2026-01-30T10:46:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00680:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":171,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00680","actor":"rep_20","timestamp":"2026-01-30T11:08:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00680:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":54,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00680","actor":"rep_20","timestamp":"2026-01-30T10:48:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00680:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00680\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":147,"raw_payload":"{\"note_id\":\"nt_crm_00680\",\"attached_to\":\"hs_crm_00680\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00680\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00680","actor":"rep_20","timestamp":"2026-01-30T11:14:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00680:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=191467)","http_status":200,"latency_ms":193,"raw_payload":"{\"dealId\":\"dl_crm_00680\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=191467)"}},{"episode_id":"crm_00680","actor":"rep_20","timestamp":"2026-01-30T10:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00680:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00680)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00680\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":145,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00680\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00681","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-02-20T03:56:00.000Z","closed_at":"2026-02-20T04:28:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($318k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00681","actor":"rep_11","timestamp":"2026-02-20T03:56:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00681:00","content":"Operational trigger received from hubspot for Acme Health Systems ($318k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":71,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$318k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00681","actor":"rep_11","timestamp":"2026-02-20T04:00:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00681:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00681\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":280,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00681\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00681","actor":"rep_11","timestamp":"2026-02-20T04:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00681:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":317,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00681\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00681","actor":"rep_11","timestamp":"2026-02-20T04:05:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00681:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":339,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00681","actor":"rep_11","timestamp":"2026-02-20T04:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00681:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":264,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00681","actor":"rep_11","timestamp":"2026-02-20T04:46:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00681:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":249,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00681","actor":"rep_11","timestamp":"2026-02-20T04:14:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00681:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00681\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":215,"raw_payload":"{\"note_id\":\"nt_crm_00681\",\"attached_to\":\"hs_crm_00681\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00681\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00681","actor":"rep_11","timestamp":"2026-02-20T04:38:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00681:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=325137)","http_status":200,"latency_ms":271,"raw_payload":"{\"dealId\":\"dl_crm_00681\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=325137)"}},{"episode_id":"crm_00681","actor":"rep_11","timestamp":"2026-02-20T04:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00681:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00681)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00681\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00681\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00682","actor":"rep_20","actor_name":"Maya Patel","company":"Vanguard Financial","opened_at":"2026-01-14T09:24:00.000Z","closed_at":"2026-01-14T10:28:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($244k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00682","actor":"rep_20","timestamp":"2026-01-14T09:24:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00682:00","content":"Operational trigger received from hubspot for Vanguard Financial ($244k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$244k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00682","actor":"rep_20","timestamp":"2026-01-14T09:30:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00682:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00682\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":245,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00682\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00682","actor":"rep_20","timestamp":"2026-01-14T09:40:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00682:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":242,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00682\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00682","actor":"rep_20","timestamp":"2026-01-14T09:39:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00682:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":228,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00682","actor":"rep_20","timestamp":"2026-01-14T10:08:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00682:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":285,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00682","actor":"rep_20","timestamp":"2026-01-14T09:54:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00682:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":241,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00682","actor":"rep_20","timestamp":"2026-01-14T10:18:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00682:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00682\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":198,"raw_payload":"{\"note_id\":\"nt_crm_00682\",\"attached_to\":\"hs_crm_00682\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00682\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00682","actor":"rep_20","timestamp":"2026-01-14T10:41:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00682:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=354767)","http_status":200,"latency_ms":282,"raw_payload":"{\"dealId\":\"dl_crm_00682\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=354767)"}},{"episode_id":"crm_00682","actor":"rep_20","timestamp":"2026-01-14T10:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00682:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00682)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00682\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":182,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00682\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00683","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-02-13T02:15:00.000Z","closed_at":"2026-02-13T03:35:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($337k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00683","actor":"rep_01","timestamp":"2026-02-13T02:15:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00683:00","content":"Operational trigger received from hubspot for Vertex Cyber ($337k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$337k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00683","actor":"rep_01","timestamp":"2026-02-13T02:18:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00683:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00683\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":101,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00683\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00683","actor":"rep_01","timestamp":"2026-02-13T02:35:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00683:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":87,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00683\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00683","actor":"rep_01","timestamp":"2026-02-13T02:30:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00683:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":243,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00683","actor":"rep_01","timestamp":"2026-02-13T02:43:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00683:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":103,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00683","actor":"rep_01","timestamp":"2026-02-13T02:35:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00683:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":188,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00683","actor":"rep_01","timestamp":"2026-02-13T02:57:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00683:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00683\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":205,"raw_payload":"{\"note_id\":\"nt_crm_00683\",\"attached_to\":\"hs_crm_00683\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00683\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00683","actor":"rep_01","timestamp":"2026-02-13T03:18:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00683:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=339231)","http_status":200,"latency_ms":185,"raw_payload":"{\"dealId\":\"dl_crm_00683\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=339231)"}},{"episode_id":"crm_00683","actor":"rep_01","timestamp":"2026-02-13T03:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00683:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00683)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00683\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":186,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00683\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00684","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-01-03T14:38:00.000Z","closed_at":"2026-01-03T16:06:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($181k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00684","actor":"rep_14","timestamp":"2026-01-03T14:38:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00684:00","content":"Operational trigger received from hubspot for Stripe Technologies ($181k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$181k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00684","actor":"rep_14","timestamp":"2026-01-03T14:43:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00684:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00684\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":140,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00684\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00684","actor":"rep_14","timestamp":"2026-01-03T14:54:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00684:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":209,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00684\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00684","actor":"rep_14","timestamp":"2026-01-03T15:05:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00684:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":189,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00684","actor":"rep_14","timestamp":"2026-01-03T15:02:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00684:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":166,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00684","actor":"rep_14","timestamp":"2026-01-03T15:03:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00684:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":264,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00684","actor":"rep_14","timestamp":"2026-01-03T15:26:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00684:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00684\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":292,"raw_payload":"{\"note_id\":\"nt_crm_00684\",\"attached_to\":\"hs_crm_00684\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00684\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00684","actor":"rep_14","timestamp":"2026-01-03T15:34:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00684:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=278002)","http_status":200,"latency_ms":352,"raw_payload":"{\"dealId\":\"dl_crm_00684\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=278002)"}},{"episode_id":"crm_00684","actor":"rep_14","timestamp":"2026-01-03T16:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00684:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00684)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00684\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":250,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00684\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00685","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-03-26T23:48:00.000Z","closed_at":"2026-03-27T01:08:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($58k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00685","actor":"rep_25","timestamp":"2026-03-26T23:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00685:00","content":"Operational trigger received from hubspot for Catalyst Software ($58k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":119,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$58k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00685","actor":"rep_25","timestamp":"2026-03-26T23:56:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00685:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00685\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":172,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00685\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00685","actor":"rep_25","timestamp":"2026-03-27T00:06:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00685:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":208,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00685\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00685","actor":"rep_25","timestamp":"2026-03-27T00:18:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00685:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":256,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00685","actor":"rep_25","timestamp":"2026-03-27T00:28:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00685:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":255,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00685","actor":"rep_25","timestamp":"2026-03-27T00:43:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00685:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":261,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00685","actor":"rep_25","timestamp":"2026-03-27T00:18:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00685:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00685\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":333,"raw_payload":"{\"note_id\":\"nt_crm_00685\",\"attached_to\":\"hs_crm_00685\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00685\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00685","actor":"rep_25","timestamp":"2026-03-27T00:37:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00685:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=461395)","http_status":200,"latency_ms":314,"raw_payload":"{\"dealId\":\"dl_crm_00685\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=461395)"}},{"episode_id":"crm_00685","actor":"rep_25","timestamp":"2026-03-27T01:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00685:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00685)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00685\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":66,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00685\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00686","actor":"rep_09","actor_name":"Elena Rostova","company":"Apex Retail Group","opened_at":"2026-03-28T18:46:00.000Z","closed_at":"2026-03-28T19:34:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($102k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00686","actor":"rep_09","timestamp":"2026-03-28T18:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00686:00","content":"Operational trigger received from hubspot for Apex Retail Group ($102k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":271,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$102k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00686","actor":"rep_09","timestamp":"2026-03-28T18:55:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00686:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00686\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":272,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00686\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00686","actor":"rep_09","timestamp":"2026-03-28T18:56:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00686:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":109,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00686\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00686","actor":"rep_09","timestamp":"2026-03-28T19:10:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00686:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":310,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00686","actor":"rep_09","timestamp":"2026-03-28T19:14:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00686:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":229,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00686","actor":"rep_09","timestamp":"2026-03-28T19:01:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00686:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":262,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00686","actor":"rep_09","timestamp":"2026-03-28T19:16:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00686:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00686\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":314,"raw_payload":"{\"note_id\":\"nt_crm_00686\",\"attached_to\":\"hs_crm_00686\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00686\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00686","actor":"rep_09","timestamp":"2026-03-28T19:21:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00686:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=419050)","http_status":200,"latency_ms":324,"raw_payload":"{\"dealId\":\"dl_crm_00686\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=419050)"}},{"episode_id":"crm_00686","actor":"rep_09","timestamp":"2026-03-28T19:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00686:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00686)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00686\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00686\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00687","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-02-06T01:39:00.000Z","closed_at":"2026-02-06T02:43:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($221k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00687","actor":"rep_19","timestamp":"2026-02-06T01:39:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00687:00","content":"Operational trigger received from hubspot for Beacon Energy ($221k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":219,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$221k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00687","actor":"rep_19","timestamp":"2026-02-06T01:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00687:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00687\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":252,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00687\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00687","actor":"rep_19","timestamp":"2026-02-06T01:47:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00687:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":291,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00687\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00687","actor":"rep_19","timestamp":"2026-02-06T02:09:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00687:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":253,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00687","actor":"rep_19","timestamp":"2026-02-06T02:11:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00687:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":121,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00687","actor":"rep_19","timestamp":"2026-02-06T02:04:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00687:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":240,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00687","actor":"rep_19","timestamp":"2026-02-06T02:45:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00687:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00687\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":269,"raw_payload":"{\"note_id\":\"nt_crm_00687\",\"attached_to\":\"hs_crm_00687\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00687\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00687","actor":"rep_19","timestamp":"2026-02-06T02:14:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00687:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=262944)","http_status":200,"latency_ms":126,"raw_payload":"{\"dealId\":\"dl_crm_00687\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=262944)"}},{"episode_id":"crm_00687","actor":"rep_19","timestamp":"2026-02-06T02:43:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00687:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00687)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00687\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":136,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00687\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00688","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-03-06T19:32:00.000Z","closed_at":"2026-03-06T20:12:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($173k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00688","actor":"rep_11","timestamp":"2026-03-06T19:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00688:00","content":"Operational trigger received from hubspot for Pinnacle Media ($173k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":147,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$173k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00688","actor":"rep_11","timestamp":"2026-03-06T19:35:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00688:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00688\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":243,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00688\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00688","actor":"rep_11","timestamp":"2026-03-06T19:44:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00688:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":148,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00688\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00688","actor":"rep_11","timestamp":"2026-03-06T20:02:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00688:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":179,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00688","actor":"rep_11","timestamp":"2026-03-06T20:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00688:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":101,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00688","actor":"rep_11","timestamp":"2026-03-06T20:12:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00688:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":161,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00688","actor":"rep_11","timestamp":"2026-03-06T20:32:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00688:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00688\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":269,"raw_payload":"{\"note_id\":\"nt_crm_00688\",\"attached_to\":\"hs_crm_00688\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00688\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00688","actor":"rep_11","timestamp":"2026-03-06T20:49:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00688:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=404448)","http_status":200,"latency_ms":129,"raw_payload":"{\"dealId\":\"dl_crm_00688\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=404448)"}},{"episode_id":"crm_00688","actor":"rep_11","timestamp":"2026-03-06T20:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00688:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00688)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00688\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00688\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00689","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-02-03T14:45:00.000Z","closed_at":"2026-02-03T15:25:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($310k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00689","actor":"rep_01","timestamp":"2026-02-03T14:45:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00689:00","content":"Operational trigger received from hubspot for FinTech Global ($310k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$310k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00689","actor":"rep_01","timestamp":"2026-02-03T14:48:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00689:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00689\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":126,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00689\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00689","actor":"rep_01","timestamp":"2026-02-03T14:57:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00689:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":319,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00689\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00689","actor":"rep_01","timestamp":"2026-02-03T15:03:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00689:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":219,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00689","actor":"rep_01","timestamp":"2026-02-03T15:13:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00689:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":324,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00689","actor":"rep_01","timestamp":"2026-02-03T15:30:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00689:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":200,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00689","actor":"rep_01","timestamp":"2026-02-03T15:27:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00689:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00689\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":120,"raw_payload":"{\"note_id\":\"nt_crm_00689\",\"attached_to\":\"hs_crm_00689\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00689\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00689","actor":"rep_01","timestamp":"2026-02-03T15:41:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00689:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=296022)","http_status":200,"latency_ms":143,"raw_payload":"{\"dealId\":\"dl_crm_00689\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=296022)"}},{"episode_id":"crm_00689","actor":"rep_01","timestamp":"2026-02-03T15:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00689:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00689)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00689\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":71,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00689\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00690","actor":"rep_09","actor_name":"Elena Rostova","company":"Apex Retail Group","opened_at":"2026-03-15T21:52:00.000Z","closed_at":"2026-03-15T23:04:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($126k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00690","actor":"rep_09","timestamp":"2026-03-15T21:52:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00690:00","content":"Operational trigger received from hubspot for Apex Retail Group ($126k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":77,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$126k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00690","actor":"rep_09","timestamp":"2026-03-15T22:03:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00690:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00690\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":229,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00690\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00690","actor":"rep_09","timestamp":"2026-03-15T22:06:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00690:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":257,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00690\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00690","actor":"rep_09","timestamp":"2026-03-15T22:01:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00690:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":338,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00690","actor":"rep_09","timestamp":"2026-03-15T22:04:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00690:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":203,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00690","actor":"rep_09","timestamp":"2026-03-15T22:07:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00690:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":168,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00690","actor":"rep_09","timestamp":"2026-03-15T22:16:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00690:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00690\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":150,"raw_payload":"{\"note_id\":\"nt_crm_00690\",\"attached_to\":\"hs_crm_00690\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00690\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00690","actor":"rep_09","timestamp":"2026-03-15T22:55:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00690:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=190914)","http_status":200,"latency_ms":273,"raw_payload":"{\"dealId\":\"dl_crm_00690\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=190914)"}},{"episode_id":"crm_00690","actor":"rep_09","timestamp":"2026-03-15T23:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00690:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00690)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00690\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00690\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00691","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-03-21T09:19:00.000Z","closed_at":"2026-03-21T09:59:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($434k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00691","actor":"rep_01","timestamp":"2026-03-21T09:19:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00691:00","content":"Operational trigger received from hubspot for Vanguard Financial ($434k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":150,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$434k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00691","actor":"rep_01","timestamp":"2026-03-21T09:30:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00691:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00691\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":91,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00691\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00691","actor":"rep_01","timestamp":"2026-03-21T09:37:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00691:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":149,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00691\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00691","actor":"rep_01","timestamp":"2026-03-21T09:28:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00691:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":162,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00691","actor":"rep_01","timestamp":"2026-03-21T09:39:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00691:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":167,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00691","actor":"rep_01","timestamp":"2026-03-21T10:04:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00691:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":240,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00691","actor":"rep_01","timestamp":"2026-03-21T10:25:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00691:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00691\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":191,"raw_payload":"{\"note_id\":\"nt_crm_00691\",\"attached_to\":\"hs_crm_00691\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00691\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00691","actor":"rep_01","timestamp":"2026-03-21T10:01:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00691:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=76505)","http_status":200,"latency_ms":253,"raw_payload":"{\"dealId\":\"dl_crm_00691\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=76505)"}},{"episode_id":"crm_00691","actor":"rep_01","timestamp":"2026-03-21T09:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00691:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00691)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00691\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":89,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00691\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00692","actor":"rep_09","actor_name":"Elena Rostova","company":"Nexus AI","opened_at":"2026-02-19T10:08:00.000Z","closed_at":"2026-02-19T10:40:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($78k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00692","actor":"rep_09","timestamp":"2026-02-19T10:08:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00692:00","content":"Operational trigger received from hubspot for Nexus AI ($78k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":230,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$78k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00692","actor":"rep_09","timestamp":"2026-02-19T10:16:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00692:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00692\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":181,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00692\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00692","actor":"rep_09","timestamp":"2026-02-19T10:20:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00692:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":173,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00692\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00692","actor":"rep_09","timestamp":"2026-02-19T10:26:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00692:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":135,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00692","actor":"rep_09","timestamp":"2026-02-19T10:48:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00692:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":145,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00692","actor":"rep_09","timestamp":"2026-02-19T11:03:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00692:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":75,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00692","actor":"rep_09","timestamp":"2026-02-19T10:26:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00692:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00692\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":136,"raw_payload":"{\"note_id\":\"nt_crm_00692\",\"attached_to\":\"hs_crm_00692\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00692\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00692","actor":"rep_09","timestamp":"2026-02-19T11:11:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00692:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=99727)","http_status":200,"latency_ms":286,"raw_payload":"{\"dealId\":\"dl_crm_00692\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=99727)"}},{"episode_id":"crm_00692","actor":"rep_09","timestamp":"2026-02-19T10:40:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00692:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00692)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00692\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":247,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00692\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00693","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-03-20T07:21:00.000Z","closed_at":"2026-03-20T08:17:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($304k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00693","actor":"rep_09","timestamp":"2026-03-20T07:21:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00693:00","content":"Operational trigger received from hubspot for Sentinel Networks ($304k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":153,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$304k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00693","actor":"rep_09","timestamp":"2026-03-20T07:28:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00693:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00693\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":236,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00693\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00693","actor":"rep_09","timestamp":"2026-03-20T07:35:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00693:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":113,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00693\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00693","actor":"rep_09","timestamp":"2026-03-20T07:54:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00693:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":345,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00693","actor":"rep_09","timestamp":"2026-03-20T07:33:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00693:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":136,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00693","actor":"rep_09","timestamp":"2026-03-20T07:51:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00693:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":261,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00693","actor":"rep_09","timestamp":"2026-03-20T08:03:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00693:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00693\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":294,"raw_payload":"{\"note_id\":\"nt_crm_00693\",\"attached_to\":\"hs_crm_00693\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00693\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00693","actor":"rep_09","timestamp":"2026-03-20T08:31:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00693:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=379684)","http_status":200,"latency_ms":343,"raw_payload":"{\"dealId\":\"dl_crm_00693\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=379684)"}},{"episode_id":"crm_00693","actor":"rep_09","timestamp":"2026-03-20T08:17:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00693:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00693)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00693\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":124,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00693\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00694","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-03-13T13:51:00.000Z","closed_at":"2026-03-13T14:23:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($138k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00694","actor":"rep_09","timestamp":"2026-03-13T13:51:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00694:00","content":"Operational trigger received from hubspot for Beacon Energy ($138k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":145,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$138k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00694","actor":"rep_09","timestamp":"2026-03-13T14:02:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00694:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00694\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":177,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00694\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00694","actor":"rep_09","timestamp":"2026-03-13T14:13:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00694:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":178,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00694\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00694","actor":"rep_09","timestamp":"2026-03-13T14:06:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00694:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":285,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00694","actor":"rep_09","timestamp":"2026-03-13T14:07:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00694:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":326,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00694","actor":"rep_09","timestamp":"2026-03-13T14:06:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00694:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":147,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00694","actor":"rep_09","timestamp":"2026-03-13T14:09:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00694:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00694\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":209,"raw_payload":"{\"note_id\":\"nt_crm_00694\",\"attached_to\":\"hs_crm_00694\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00694\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00694","actor":"rep_09","timestamp":"2026-03-13T14:54:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00694:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=111273)","http_status":200,"latency_ms":289,"raw_payload":"{\"dealId\":\"dl_crm_00694\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=111273)"}},{"episode_id":"crm_00694","actor":"rep_09","timestamp":"2026-03-13T14:23:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00694:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00694)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00694\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":206,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00694\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00695","actor":"rep_14","actor_name":"Rachel Adams","company":"Meridian Logistics","opened_at":"2026-03-18T15:12:00.000Z","closed_at":"2026-03-18T16:16:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($380k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00695","actor":"rep_14","timestamp":"2026-03-18T15:12:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00695:00","content":"Operational trigger received from hubspot for Meridian Logistics ($380k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":254,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$380k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00695","actor":"rep_14","timestamp":"2026-03-18T15:23:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00695:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00695\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":106,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00695\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00695","actor":"rep_14","timestamp":"2026-03-18T15:24:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00695:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":193,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00695\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00695","actor":"rep_14","timestamp":"2026-03-18T15:45:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00695:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":292,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00695","actor":"rep_14","timestamp":"2026-03-18T15:36:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00695:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":270,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00695","actor":"rep_14","timestamp":"2026-03-18T16:07:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00695:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":232,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00695","actor":"rep_14","timestamp":"2026-03-18T16:00:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00695:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00695\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":287,"raw_payload":"{\"note_id\":\"nt_crm_00695\",\"attached_to\":\"hs_crm_00695\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00695\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00695","actor":"rep_14","timestamp":"2026-03-18T15:47:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00695:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=253083)","http_status":200,"latency_ms":234,"raw_payload":"{\"dealId\":\"dl_crm_00695\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=253083)"}},{"episode_id":"crm_00695","actor":"rep_14","timestamp":"2026-03-18T16:16:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00695:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00695)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00695\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":54,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00695\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00696","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-03-12T03:00:00.000Z","closed_at":"2026-03-12T03:56:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($432k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00696","actor":"rep_25","timestamp":"2026-03-12T03:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00696:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($432k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":103,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$432k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00696","actor":"rep_25","timestamp":"2026-03-12T03:06:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00696:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00696\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":223,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00696\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00696","actor":"rep_25","timestamp":"2026-03-12T03:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00696:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":250,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00696\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00696","actor":"rep_25","timestamp":"2026-03-12T03:12:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00696:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":307,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00696","actor":"rep_25","timestamp":"2026-03-12T03:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00696:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":110,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00696","actor":"rep_25","timestamp":"2026-03-12T03:25:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00696:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":61,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00696","actor":"rep_25","timestamp":"2026-03-12T03:36:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00696:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00696\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":244,"raw_payload":"{\"note_id\":\"nt_crm_00696\",\"attached_to\":\"hs_crm_00696\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00696\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00696","actor":"rep_25","timestamp":"2026-03-12T03:56:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00696:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=380794)","http_status":200,"latency_ms":170,"raw_payload":"{\"dealId\":\"dl_crm_00696\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=380794)"}},{"episode_id":"crm_00696","actor":"rep_25","timestamp":"2026-03-12T03:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00696:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00696)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00696\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":100,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00696\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00697","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-02-22T16:27:00.000Z","closed_at":"2026-02-22T17:55:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($102k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00697","actor":"rep_37","timestamp":"2026-02-22T16:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00697:00","content":"Operational trigger received from hubspot for Vertex Cyber ($102k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":150,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$102k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00697","actor":"rep_37","timestamp":"2026-02-22T16:35:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00697:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00697\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":81,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00697\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00697","actor":"rep_37","timestamp":"2026-02-22T16:41:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00697:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":256,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00697\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00697","actor":"rep_37","timestamp":"2026-02-22T16:48:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00697:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":221,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00697","actor":"rep_37","timestamp":"2026-02-22T17:11:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00697:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":186,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00697","actor":"rep_37","timestamp":"2026-02-22T17:07:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00697:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":111,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00697","actor":"rep_37","timestamp":"2026-02-22T17:03:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00697:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00697\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":182,"raw_payload":"{\"note_id\":\"nt_crm_00697\",\"attached_to\":\"hs_crm_00697\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00697\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00697","actor":"rep_37","timestamp":"2026-02-22T16:55:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00697:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=393561)","http_status":200,"latency_ms":244,"raw_payload":"{\"dealId\":\"dl_crm_00697\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=393561)"}},{"episode_id":"crm_00697","actor":"rep_37","timestamp":"2026-02-22T17:55:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00697:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00697)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00697\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":135,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00697\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00698","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-03-14T05:56:00.000Z","closed_at":"2026-03-14T06:28:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($337k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00698","actor":"rep_01","timestamp":"2026-03-14T05:56:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00698:00","content":"Operational trigger received from hubspot for Stripe Technologies ($337k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":173,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$337k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00698","actor":"rep_01","timestamp":"2026-03-14T06:02:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00698:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00698\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":167,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00698\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00698","actor":"rep_01","timestamp":"2026-03-14T06:08:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00698:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":124,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00698\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00698","actor":"rep_01","timestamp":"2026-03-14T06:26:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00698:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":236,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00698","actor":"rep_01","timestamp":"2026-03-14T06:20:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00698:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":106,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00698","actor":"rep_01","timestamp":"2026-03-14T06:41:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00698:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":70,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00698","actor":"rep_01","timestamp":"2026-03-14T06:44:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00698:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00698\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":278,"raw_payload":"{\"note_id\":\"nt_crm_00698\",\"attached_to\":\"hs_crm_00698\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00698\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00698","actor":"rep_01","timestamp":"2026-03-14T06:24:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00698:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=294150)","http_status":200,"latency_ms":301,"raw_payload":"{\"dealId\":\"dl_crm_00698\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=294150)"}},{"episode_id":"crm_00698","actor":"rep_01","timestamp":"2026-03-14T06:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00698:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00698)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00698\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":236,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00698\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00699","actor":"rep_11","actor_name":"David Kim","company":"Sentinel Networks","opened_at":"2026-03-09T10:29:00.000Z","closed_at":"2026-03-09T11:49:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($315k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00699","actor":"rep_11","timestamp":"2026-03-09T10:29:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00699:00","content":"Operational trigger received from hubspot for Sentinel Networks ($315k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":175,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$315k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00699","actor":"rep_11","timestamp":"2026-03-09T10:33:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00699:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00699\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":82,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00699\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00699","actor":"rep_11","timestamp":"2026-03-09T10:39:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00699:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":117,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00699\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00699","actor":"rep_11","timestamp":"2026-03-09T10:47:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00699:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":296,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00699","actor":"rep_11","timestamp":"2026-03-09T11:05:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00699:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":184,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00699","actor":"rep_11","timestamp":"2026-03-09T11:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00699:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":50,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00699","actor":"rep_11","timestamp":"2026-03-09T11:29:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00699:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00699\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":96,"raw_payload":"{\"note_id\":\"nt_crm_00699\",\"attached_to\":\"hs_crm_00699\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00699\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00699","actor":"rep_11","timestamp":"2026-03-09T11:25:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00699:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=92316)","http_status":200,"latency_ms":274,"raw_payload":"{\"dealId\":\"dl_crm_00699\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=92316)"}},{"episode_id":"crm_00699","actor":"rep_11","timestamp":"2026-03-09T11:49:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00699:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00699)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00699\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":229,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00699\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00700","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-01-07T04:27:00.000Z","closed_at":"2026-01-07T05:23:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($244k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00700","actor":"rep_19","timestamp":"2026-01-07T04:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00700:00","content":"Operational trigger received from hubspot for Acme Health Systems ($244k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":232,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$244k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00700","actor":"rep_19","timestamp":"2026-01-07T04:38:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00700:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00700\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":133,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00700\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00700","actor":"rep_19","timestamp":"2026-01-07T04:45:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00700:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":200,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00700\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00700","actor":"rep_19","timestamp":"2026-01-07T04:57:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00700:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":304,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00700","actor":"rep_19","timestamp":"2026-01-07T04:59:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00700:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":180,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00700","actor":"rep_19","timestamp":"2026-01-07T05:17:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00700:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":267,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00700","actor":"rep_19","timestamp":"2026-01-07T05:33:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00700:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00700\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":138,"raw_payload":"{\"note_id\":\"nt_crm_00700\",\"attached_to\":\"hs_crm_00700\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00700\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00700","actor":"rep_19","timestamp":"2026-01-07T05:37:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00700:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=183292)","http_status":200,"latency_ms":223,"raw_payload":"{\"dealId\":\"dl_crm_00700\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=183292)"}},{"episode_id":"crm_00700","actor":"rep_19","timestamp":"2026-01-07T05:23:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00700:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00700)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00700\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":81,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00700\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00701","actor":"rep_31","actor_name":"Aisha Taylor","company":"OmniChannel Inc","opened_at":"2026-03-02T03:04:00.000Z","closed_at":"2026-03-02T04:32:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($365k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00701","actor":"rep_31","timestamp":"2026-03-02T03:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00701:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($365k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":226,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$365k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00701","actor":"rep_31","timestamp":"2026-03-02T03:09:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00701:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00701\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":157,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00701\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00701","actor":"rep_31","timestamp":"2026-03-02T03:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00701:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":107,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00701\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00701","actor":"rep_31","timestamp":"2026-03-02T03:16:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00701:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":142,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00701","actor":"rep_31","timestamp":"2026-03-02T03:40:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00701:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":143,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00701","actor":"rep_31","timestamp":"2026-03-02T03:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00701:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":276,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00701","actor":"rep_31","timestamp":"2026-03-02T03:52:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00701:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00701\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":218,"raw_payload":"{\"note_id\":\"nt_crm_00701\",\"attached_to\":\"hs_crm_00701\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00701\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00701","actor":"rep_31","timestamp":"2026-03-02T04:07:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00701:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=200767)","http_status":200,"latency_ms":173,"raw_payload":"{\"dealId\":\"dl_crm_00701\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=200767)"}},{"episode_id":"crm_00701","actor":"rep_31","timestamp":"2026-03-02T04:32:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00701:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00701)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00701\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":212,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00701\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00702","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-01-21T13:32:00.000Z","closed_at":"2026-01-21T14:36:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($278k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00702","actor":"rep_19","timestamp":"2026-01-21T13:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00702:00","content":"Operational trigger received from hubspot for Apex Retail Group ($278k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":73,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$278k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00702","actor":"rep_19","timestamp":"2026-01-21T13:37:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00702:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00702\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":186,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00702\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00702","actor":"rep_19","timestamp":"2026-01-21T13:40:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00702:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":211,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00702\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00702","actor":"rep_19","timestamp":"2026-01-21T13:56:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00702:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":184,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00702","actor":"rep_19","timestamp":"2026-01-21T13:52:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00702:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":329,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00702","actor":"rep_19","timestamp":"2026-01-21T14:02:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00702:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":155,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00702","actor":"rep_19","timestamp":"2026-01-21T14:02:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00702:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00702\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":283,"raw_payload":"{\"note_id\":\"nt_crm_00702\",\"attached_to\":\"hs_crm_00702\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00702\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00702","actor":"rep_19","timestamp":"2026-01-21T13:53:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00702:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=456127)","http_status":200,"latency_ms":134,"raw_payload":"{\"dealId\":\"dl_crm_00702\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=456127)"}},{"episode_id":"crm_00702","actor":"rep_19","timestamp":"2026-01-21T14:36:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00702:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00702)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00702\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00702\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00703","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-03-18T06:04:00.000Z","closed_at":"2026-03-18T07:24:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($319k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00703","actor":"rep_01","timestamp":"2026-03-18T06:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00703:00","content":"Operational trigger received from hubspot for NovaBio Labs ($319k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":85,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$319k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00703","actor":"rep_01","timestamp":"2026-03-18T06:08:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00703:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00703\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":275,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00703\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00703","actor":"rep_01","timestamp":"2026-03-18T06:18:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00703:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":315,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00703\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00703","actor":"rep_01","timestamp":"2026-03-18T06:22:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00703:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":278,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00703","actor":"rep_01","timestamp":"2026-03-18T06:20:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00703:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":197,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00703","actor":"rep_01","timestamp":"2026-03-18T06:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00703:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":74,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00703","actor":"rep_01","timestamp":"2026-03-18T06:58:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00703:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00703\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":293,"raw_payload":"{\"note_id\":\"nt_crm_00703\",\"attached_to\":\"hs_crm_00703\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00703\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00703","actor":"rep_01","timestamp":"2026-03-18T06:46:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00703:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=169702)","http_status":200,"latency_ms":270,"raw_payload":"{\"dealId\":\"dl_crm_00703\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=169702)"}},{"episode_id":"crm_00703","actor":"rep_01","timestamp":"2026-03-18T07:24:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00703:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00703)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00703\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":267,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00703\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00704","actor":"rep_31","actor_name":"Aisha Taylor","company":"CloudScale Data","opened_at":"2026-02-16T11:34:00.000Z","closed_at":"2026-02-16T12:22:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($242k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00704","actor":"rep_31","timestamp":"2026-02-16T11:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00704:00","content":"Operational trigger received from hubspot for CloudScale Data ($242k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":117,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$242k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00704","actor":"rep_31","timestamp":"2026-02-16T11:44:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00704:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00704\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":277,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00704\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00704","actor":"rep_31","timestamp":"2026-02-16T11:40:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00704:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":137,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00704\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00704","actor":"rep_31","timestamp":"2026-02-16T12:01:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00704:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":356,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00704","actor":"rep_31","timestamp":"2026-02-16T12:06:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00704:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":91,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00704","actor":"rep_31","timestamp":"2026-02-16T12:04:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00704:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":280,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00704","actor":"rep_31","timestamp":"2026-02-16T11:52:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00704:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00704\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":288,"raw_payload":"{\"note_id\":\"nt_crm_00704\",\"attached_to\":\"hs_crm_00704\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00704\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00704","actor":"rep_31","timestamp":"2026-02-16T12:44:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00704:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=279102)","http_status":200,"latency_ms":231,"raw_payload":"{\"dealId\":\"dl_crm_00704\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=279102)"}},{"episode_id":"crm_00704","actor":"rep_31","timestamp":"2026-02-16T12:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00704:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00704)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00704\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":268,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00704\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00705","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-01-02T01:57:00.000Z","closed_at":"2026-01-02T02:29:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($161k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00705","actor":"rep_31","timestamp":"2026-01-02T01:57:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00705:00","content":"Operational trigger received from hubspot for NovaBio Labs ($161k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":125,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$161k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00705","actor":"rep_31","timestamp":"2026-01-02T02:03:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00705:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00705\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":201,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00705\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00705","actor":"rep_31","timestamp":"2026-01-02T02:11:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00705:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":229,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00705\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00705","actor":"rep_31","timestamp":"2026-01-02T02:06:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00705:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":169,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00705","actor":"rep_31","timestamp":"2026-01-02T02:41:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00705:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":167,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00705","actor":"rep_31","timestamp":"2026-01-02T02:47:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00705:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":83,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00705","actor":"rep_31","timestamp":"2026-01-02T03:03:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00705:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00705\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":311,"raw_payload":"{\"note_id\":\"nt_crm_00705\",\"attached_to\":\"hs_crm_00705\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00705\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00705","actor":"rep_31","timestamp":"2026-01-02T02:18:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00705:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=363136)","http_status":200,"latency_ms":217,"raw_payload":"{\"dealId\":\"dl_crm_00705\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=363136)"}},{"episode_id":"crm_00705","actor":"rep_31","timestamp":"2026-01-02T02:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00705:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00705)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00705\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":196,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00705\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00706","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-01-14T08:01:00.000Z","closed_at":"2026-01-14T09:21:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($289k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00706","actor":"rep_11","timestamp":"2026-01-14T08:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00706:00","content":"Operational trigger received from hubspot for Meridian Logistics ($289k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$289k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00706","actor":"rep_11","timestamp":"2026-01-14T08:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00706:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00706\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":260,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00706\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00706","actor":"rep_11","timestamp":"2026-01-14T08:21:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00706:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":295,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00706\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00706","actor":"rep_11","timestamp":"2026-01-14T08:10:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00706:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":296,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00706","actor":"rep_11","timestamp":"2026-01-14T08:41:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00706:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":296,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00706","actor":"rep_11","timestamp":"2026-01-14T08:36:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00706:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":219,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00706","actor":"rep_11","timestamp":"2026-01-14T08:55:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00706:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00706\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":295,"raw_payload":"{\"note_id\":\"nt_crm_00706\",\"attached_to\":\"hs_crm_00706\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00706\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00706","actor":"rep_11","timestamp":"2026-01-14T09:04:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00706:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=423558)","http_status":200,"latency_ms":275,"raw_payload":"{\"dealId\":\"dl_crm_00706\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=423558)"}},{"episode_id":"crm_00706","actor":"rep_11","timestamp":"2026-01-14T09:21:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00706:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00706)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00706\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":178,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00706\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00707","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-03-27T20:22:00.000Z","closed_at":"2026-03-27T21:42:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($405k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00707","actor":"rep_06","timestamp":"2026-03-27T20:22:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00707:00","content":"Operational trigger received from hubspot for Acme Health Systems ($405k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$405k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00707","actor":"rep_06","timestamp":"2026-03-27T20:30:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00707:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00707\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":88,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00707\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00707","actor":"rep_06","timestamp":"2026-03-27T20:40:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00707:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":99,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00707\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00707","actor":"rep_06","timestamp":"2026-03-27T20:40:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00707:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":280,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00707","actor":"rep_06","timestamp":"2026-03-27T20:46:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00707:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":277,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00707","actor":"rep_06","timestamp":"2026-03-27T21:07:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00707:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":60,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00707","actor":"rep_06","timestamp":"2026-03-27T21:28:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00707:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00707\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":196,"raw_payload":"{\"note_id\":\"nt_crm_00707\",\"attached_to\":\"hs_crm_00707\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00707\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00707","actor":"rep_06","timestamp":"2026-03-27T20:43:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00707:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=112601)","http_status":200,"latency_ms":177,"raw_payload":"{\"dealId\":\"dl_crm_00707\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=112601)"}},{"episode_id":"crm_00707","actor":"rep_06","timestamp":"2026-03-27T21:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00707:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00707)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00707\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00707\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00708","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-03-14T07:07:00.000Z","closed_at":"2026-03-14T08:11:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($390k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00708","actor":"rep_37","timestamp":"2026-03-14T07:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00708:00","content":"Operational trigger received from hubspot for Acme Health Systems ($390k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$390k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00708","actor":"rep_37","timestamp":"2026-03-14T07:13:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00708:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00708\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":48,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00708\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00708","actor":"rep_37","timestamp":"2026-03-14T07:29:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00708:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":124,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00708\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00708","actor":"rep_37","timestamp":"2026-03-14T07:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00708:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":233,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00708","actor":"rep_37","timestamp":"2026-03-14T07:31:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00708:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":92,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00708","actor":"rep_37","timestamp":"2026-03-14T07:57:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00708:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":184,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00708","actor":"rep_37","timestamp":"2026-03-14T08:13:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00708:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00708\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":221,"raw_payload":"{\"note_id\":\"nt_crm_00708\",\"attached_to\":\"hs_crm_00708\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00708\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00708","actor":"rep_37","timestamp":"2026-03-14T07:56:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00708:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=395584)","http_status":200,"latency_ms":307,"raw_payload":"{\"dealId\":\"dl_crm_00708\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=395584)"}},{"episode_id":"crm_00708","actor":"rep_37","timestamp":"2026-03-14T08:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00708:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00708)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00708\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":151,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00708\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00709","actor":"rep_09","actor_name":"Elena Rostova","company":"FinTech Global","opened_at":"2026-01-27T17:42:00.000Z","closed_at":"2026-01-27T18:14:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($327k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00709","actor":"rep_09","timestamp":"2026-01-27T17:42:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00709:00","content":"Operational trigger received from hubspot for FinTech Global ($327k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":92,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$327k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00709","actor":"rep_09","timestamp":"2026-01-27T17:49:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00709:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00709\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":269,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00709\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00709","actor":"rep_09","timestamp":"2026-01-27T17:58:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00709:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":144,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00709\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00709","actor":"rep_09","timestamp":"2026-01-27T17:54:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00709:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":331,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00709","actor":"rep_09","timestamp":"2026-01-27T18:14:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00709:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":248,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00709","actor":"rep_09","timestamp":"2026-01-27T18:27:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00709:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":140,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00709","actor":"rep_09","timestamp":"2026-01-27T18:00:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00709:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00709\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":167,"raw_payload":"{\"note_id\":\"nt_crm_00709\",\"attached_to\":\"hs_crm_00709\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00709\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00709","actor":"rep_09","timestamp":"2026-01-27T18:10:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00709:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=102692)","http_status":200,"latency_ms":351,"raw_payload":"{\"dealId\":\"dl_crm_00709\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=102692)"}},{"episode_id":"crm_00709","actor":"rep_09","timestamp":"2026-01-27T18:14:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00709:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00709)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00709\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00709\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00710","actor":"rep_20","actor_name":"Maya Patel","company":"Vanguard Financial","opened_at":"2026-03-11T08:28:00.000Z","closed_at":"2026-03-11T09:40:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($442k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00710","actor":"rep_20","timestamp":"2026-03-11T08:28:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00710:00","content":"Operational trigger received from hubspot for Vanguard Financial ($442k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$442k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00710","actor":"rep_20","timestamp":"2026-03-11T08:35:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00710:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00710\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":204,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00710\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00710","actor":"rep_20","timestamp":"2026-03-11T08:34:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00710:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":315,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00710\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00710","actor":"rep_20","timestamp":"2026-03-11T08:46:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00710:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":219,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00710","actor":"rep_20","timestamp":"2026-03-11T08:52:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00710:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":198,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00710","actor":"rep_20","timestamp":"2026-03-11T09:23:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00710:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":260,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00710","actor":"rep_20","timestamp":"2026-03-11T09:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00710:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00710\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":304,"raw_payload":"{\"note_id\":\"nt_crm_00710\",\"attached_to\":\"hs_crm_00710\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00710\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00710","actor":"rep_20","timestamp":"2026-03-11T09:17:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00710:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=240595)","http_status":200,"latency_ms":296,"raw_payload":"{\"dealId\":\"dl_crm_00710\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=240595)"}},{"episode_id":"crm_00710","actor":"rep_20","timestamp":"2026-03-11T09:40:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00710:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00710)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00710\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":158,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00710\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00711","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-03-09T11:04:00.000Z","closed_at":"2026-03-09T12:08:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($168k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00711","actor":"rep_01","timestamp":"2026-03-09T11:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00711:00","content":"Operational trigger received from hubspot for FinTech Global ($168k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$168k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00711","actor":"rep_01","timestamp":"2026-03-09T11:07:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00711:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00711\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":59,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00711\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00711","actor":"rep_01","timestamp":"2026-03-09T11:14:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00711:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":93,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00711\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00711","actor":"rep_01","timestamp":"2026-03-09T11:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00711:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":154,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00711","actor":"rep_01","timestamp":"2026-03-09T11:20:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00711:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":325,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00711","actor":"rep_01","timestamp":"2026-03-09T11:54:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00711:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":182,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00711","actor":"rep_01","timestamp":"2026-03-09T11:28:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00711:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00711\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":322,"raw_payload":"{\"note_id\":\"nt_crm_00711\",\"attached_to\":\"hs_crm_00711\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00711\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00711","actor":"rep_01","timestamp":"2026-03-09T11:25:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00711:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=457778)","http_status":200,"latency_ms":187,"raw_payload":"{\"dealId\":\"dl_crm_00711\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=457778)"}},{"episode_id":"crm_00711","actor":"rep_01","timestamp":"2026-03-09T12:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00711:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00711)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00711\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":57,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00711\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00712","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-02-28T02:09:00.000Z","closed_at":"2026-02-28T02:49:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($281k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00712","actor":"rep_09","timestamp":"2026-02-28T02:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00712:00","content":"Operational trigger received from hubspot for Beacon Energy ($281k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":138,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$281k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00712","actor":"rep_09","timestamp":"2026-02-28T02:18:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00712:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00712\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":236,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00712\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00712","actor":"rep_09","timestamp":"2026-02-28T02:21:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00712:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":130,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00712\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00712","actor":"rep_09","timestamp":"2026-02-28T02:30:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00712:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":292,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00712","actor":"rep_09","timestamp":"2026-02-28T02:29:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00712:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":323,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00712","actor":"rep_09","timestamp":"2026-02-28T02:29:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00712:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":109,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00712","actor":"rep_09","timestamp":"2026-02-28T02:51:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00712:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00712\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":276,"raw_payload":"{\"note_id\":\"nt_crm_00712\",\"attached_to\":\"hs_crm_00712\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00712\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00712","actor":"rep_09","timestamp":"2026-02-28T02:30:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00712:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=378032)","http_status":200,"latency_ms":243,"raw_payload":"{\"dealId\":\"dl_crm_00712\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=378032)"}},{"episode_id":"crm_00712","actor":"rep_09","timestamp":"2026-02-28T02:49:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00712:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00712)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00712\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":201,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00712\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00713","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-03-17T08:05:00.000Z","closed_at":"2026-03-17T09:09:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($107k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00713","actor":"rep_19","timestamp":"2026-03-17T08:05:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00713:00","content":"Operational trigger received from hubspot for Acme Health Systems ($107k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$107k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00713","actor":"rep_19","timestamp":"2026-03-17T08:12:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00713:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00713\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":147,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00713\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00713","actor":"rep_19","timestamp":"2026-03-17T08:25:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00713:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":267,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00713\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00713","actor":"rep_19","timestamp":"2026-03-17T08:35:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00713:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":345,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00713","actor":"rep_19","timestamp":"2026-03-17T08:33:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00713:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":136,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00713","actor":"rep_19","timestamp":"2026-03-17T09:00:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00713:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":120,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00713","actor":"rep_19","timestamp":"2026-03-17T08:35:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00713:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00713\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":221,"raw_payload":"{\"note_id\":\"nt_crm_00713\",\"attached_to\":\"hs_crm_00713\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00713\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00713","actor":"rep_19","timestamp":"2026-03-17T08:33:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00713:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=184390)","http_status":200,"latency_ms":206,"raw_payload":"{\"dealId\":\"dl_crm_00713\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=184390)"}},{"episode_id":"crm_00713","actor":"rep_19","timestamp":"2026-03-17T09:09:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00713:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00713)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00713\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":245,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00713\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00714","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-02-11T08:40:00.000Z","closed_at":"2026-02-11T09:04:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($420k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00714","actor":"rep_37","timestamp":"2026-02-11T08:40:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00714:00","content":"Operational trigger received from hubspot for Nexus AI ($420k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":230,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$420k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00714","actor":"rep_37","timestamp":"2026-02-11T08:50:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00714:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00714\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":99,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00714\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00714","actor":"rep_37","timestamp":"2026-02-11T08:52:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00714:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":193,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00714\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00714","actor":"rep_37","timestamp":"2026-02-11T08:52:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00714:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":326,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00714","actor":"rep_37","timestamp":"2026-02-11T09:20:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00714:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":263,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00714","actor":"rep_37","timestamp":"2026-02-11T09:10:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00714:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":56,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00714","actor":"rep_37","timestamp":"2026-02-11T09:46:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00714:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00714\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":295,"raw_payload":"{\"note_id\":\"nt_crm_00714\",\"attached_to\":\"hs_crm_00714\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00714\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00714","actor":"rep_37","timestamp":"2026-02-11T09:08:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00714:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=82308)","http_status":200,"latency_ms":171,"raw_payload":"{\"dealId\":\"dl_crm_00714\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=82308)"}},{"episode_id":"crm_00714","actor":"rep_37","timestamp":"2026-02-11T09:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00714:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00714)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00714\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":172,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00714\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00715","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-02-24T10:53:00.000Z","closed_at":"2026-02-24T12:13:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($270k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00715","actor":"rep_37","timestamp":"2026-02-24T10:53:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00715:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($270k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$270k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00715","actor":"rep_37","timestamp":"2026-02-24T11:04:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00715:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00715\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":230,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00715\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00715","actor":"rep_37","timestamp":"2026-02-24T11:03:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00715:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":158,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00715\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00715","actor":"rep_37","timestamp":"2026-02-24T11:05:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00715:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":184,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00715","actor":"rep_37","timestamp":"2026-02-24T11:21:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00715:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":275,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00715","actor":"rep_37","timestamp":"2026-02-24T11:23:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00715:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":224,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00715","actor":"rep_37","timestamp":"2026-02-24T11:53:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00715:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00715\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":270,"raw_payload":"{\"note_id\":\"nt_crm_00715\",\"attached_to\":\"hs_crm_00715\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00715\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00715","actor":"rep_37","timestamp":"2026-02-24T11:21:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00715:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=228420)","http_status":200,"latency_ms":303,"raw_payload":"{\"dealId\":\"dl_crm_00715\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=228420)"}},{"episode_id":"crm_00715","actor":"rep_37","timestamp":"2026-02-24T12:13:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00715:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00715)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00715\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00715\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00716","actor":"rep_25","actor_name":"Carlos Mendez","company":"Beacon Energy","opened_at":"2026-01-28T07:54:00.000Z","closed_at":"2026-01-28T08:50:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($195k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00716","actor":"rep_25","timestamp":"2026-01-28T07:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00716:00","content":"Operational trigger received from hubspot for Beacon Energy ($195k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$195k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00716","actor":"rep_25","timestamp":"2026-01-28T07:59:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00716:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00716\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":80,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00716\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00716","actor":"rep_25","timestamp":"2026-01-28T08:02:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00716:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":299,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00716\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00716","actor":"rep_25","timestamp":"2026-01-28T08:27:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00716:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":336,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00716","actor":"rep_25","timestamp":"2026-01-28T08:10:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00716:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":150,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00716","actor":"rep_25","timestamp":"2026-01-28T08:39:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00716:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":271,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00716","actor":"rep_25","timestamp":"2026-01-28T08:12:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00716:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00716\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":157,"raw_payload":"{\"note_id\":\"nt_crm_00716\",\"attached_to\":\"hs_crm_00716\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00716\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00716","actor":"rep_25","timestamp":"2026-01-28T09:04:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00716:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=192772)","http_status":200,"latency_ms":203,"raw_payload":"{\"dealId\":\"dl_crm_00716\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=192772)"}},{"episode_id":"crm_00716","actor":"rep_25","timestamp":"2026-01-28T08:50:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00716:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00716)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00716\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":167,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00716\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00717","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-01-03T22:36:00.000Z","closed_at":"2026-01-03T23:08:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($285k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00717","actor":"rep_19","timestamp":"2026-01-03T22:36:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00717:00","content":"Operational trigger received from hubspot for CloudScale Data ($285k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$285k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00717","actor":"rep_19","timestamp":"2026-01-03T22:43:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00717:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00717\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":52,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00717\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00717","actor":"rep_19","timestamp":"2026-01-03T22:44:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00717:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":310,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00717\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00717","actor":"rep_19","timestamp":"2026-01-03T22:45:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00717:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":339,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00717","actor":"rep_19","timestamp":"2026-01-03T22:48:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00717:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":151,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00717","actor":"rep_19","timestamp":"2026-01-03T22:56:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00717:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":168,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00717","actor":"rep_19","timestamp":"2026-01-03T23:06:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00717:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00717\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":334,"raw_payload":"{\"note_id\":\"nt_crm_00717\",\"attached_to\":\"hs_crm_00717\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00717\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00717","actor":"rep_19","timestamp":"2026-01-03T23:46:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00717:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=384207)","http_status":200,"latency_ms":181,"raw_payload":"{\"dealId\":\"dl_crm_00717\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=384207)"}},{"episode_id":"crm_00717","actor":"rep_19","timestamp":"2026-01-03T23:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00717:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00717)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00717\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00717\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00718","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-01-25T23:47:00.000Z","closed_at":"2026-01-26T00:35:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($193k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00718","actor":"rep_09","timestamp":"2026-01-25T23:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00718:00","content":"Operational trigger received from hubspot for Stripe Technologies ($193k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":243,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$193k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00718","actor":"rep_09","timestamp":"2026-01-25T23:55:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00718:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00718\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":76,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00718\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00718","actor":"rep_09","timestamp":"2026-01-25T23:57:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00718:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":217,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00718\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00718","actor":"rep_09","timestamp":"2026-01-26T00:02:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00718:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":228,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00718","actor":"rep_09","timestamp":"2026-01-26T00:03:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00718:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":115,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00718","actor":"rep_09","timestamp":"2026-01-26T00:32:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00718:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":198,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00718","actor":"rep_09","timestamp":"2026-01-26T00:05:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00718:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00718\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":271,"raw_payload":"{\"note_id\":\"nt_crm_00718\",\"attached_to\":\"hs_crm_00718\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00718\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00718","actor":"rep_09","timestamp":"2026-01-26T01:04:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00718:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=320201)","http_status":200,"latency_ms":336,"raw_payload":"{\"dealId\":\"dl_crm_00718\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=320201)"}},{"episode_id":"crm_00718","actor":"rep_09","timestamp":"2026-01-26T00:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00718:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00718)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00718\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00718\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00719","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-02-10T13:49:00.000Z","closed_at":"2026-02-10T15:17:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($64k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00719","actor":"rep_32","timestamp":"2026-02-10T13:49:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00719:00","content":"Operational trigger received from hubspot for Nexus AI ($64k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":197,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$64k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00719","actor":"rep_32","timestamp":"2026-02-10T13:56:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00719:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00719\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":233,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00719\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00719","actor":"rep_32","timestamp":"2026-02-10T14:07:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00719:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":209,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00719\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00719","actor":"rep_32","timestamp":"2026-02-10T14:19:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00719:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":180,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00719","actor":"rep_32","timestamp":"2026-02-10T14:21:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00719:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":160,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00719","actor":"rep_32","timestamp":"2026-02-10T14:14:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00719:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":249,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00719","actor":"rep_32","timestamp":"2026-02-10T14:43:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00719:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00719\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":146,"raw_payload":"{\"note_id\":\"nt_crm_00719\",\"attached_to\":\"hs_crm_00719\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00719\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00719","actor":"rep_32","timestamp":"2026-02-10T15:06:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00719:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=103255)","http_status":200,"latency_ms":353,"raw_payload":"{\"dealId\":\"dl_crm_00719\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=103255)"}},{"episode_id":"crm_00719","actor":"rep_32","timestamp":"2026-02-10T15:17:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00719:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00719)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00719\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":181,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00719\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00720","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-01-15T18:30:00.000Z","closed_at":"2026-01-15T18:54:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($110k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00720","actor":"rep_20","timestamp":"2026-01-15T18:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00720:00","content":"Operational trigger received from hubspot for Vertex Cyber ($110k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$110k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00720","actor":"rep_20","timestamp":"2026-01-15T18:37:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00720:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00720\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":223,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00720\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00720","actor":"rep_20","timestamp":"2026-01-15T18:40:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00720:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":107,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00720\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00720","actor":"rep_20","timestamp":"2026-01-15T18:51:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00720:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":198,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00720","actor":"rep_20","timestamp":"2026-01-15T18:46:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00720:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":130,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00720","actor":"rep_20","timestamp":"2026-01-15T19:10:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00720:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":100,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00720","actor":"rep_20","timestamp":"2026-01-15T19:18:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00720:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00720\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":272,"raw_payload":"{\"note_id\":\"nt_crm_00720\",\"attached_to\":\"hs_crm_00720\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00720\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00720","actor":"rep_20","timestamp":"2026-01-15T18:58:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00720:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=228962)","http_status":200,"latency_ms":137,"raw_payload":"{\"dealId\":\"dl_crm_00720\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=228962)"}},{"episode_id":"crm_00720","actor":"rep_20","timestamp":"2026-01-15T18:54:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00720:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00720)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00720\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":218,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00720\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00721","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-03-13T00:00:00.000Z","closed_at":"2026-03-13T01:20:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($450k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00721","actor":"rep_37","timestamp":"2026-03-13T00:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00721:00","content":"Operational trigger received from hubspot for Stripe Technologies ($450k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":182,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$450k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00721","actor":"rep_37","timestamp":"2026-03-13T00:07:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00721:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00721\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":182,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00721\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00721","actor":"rep_37","timestamp":"2026-03-13T00:06:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00721:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":316,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00721\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00721","actor":"rep_37","timestamp":"2026-03-13T00:15:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00721:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":167,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00721","actor":"rep_37","timestamp":"2026-03-13T00:24:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00721:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":303,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00721","actor":"rep_37","timestamp":"2026-03-13T00:55:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00721:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":161,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00721","actor":"rep_37","timestamp":"2026-03-13T00:42:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00721:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00721\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":128,"raw_payload":"{\"note_id\":\"nt_crm_00721\",\"attached_to\":\"hs_crm_00721\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00721\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00721","actor":"rep_37","timestamp":"2026-03-13T00:35:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00721:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=451339)","http_status":200,"latency_ms":282,"raw_payload":"{\"dealId\":\"dl_crm_00721\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=451339)"}},{"episode_id":"crm_00721","actor":"rep_37","timestamp":"2026-03-13T01:20:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00721:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00721)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00721\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":97,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00721\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00722","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-02-25T19:02:00.000Z","closed_at":"2026-02-25T19:26:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($409k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00722","actor":"rep_37","timestamp":"2026-02-25T19:02:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00722:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($409k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$409k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00722","actor":"rep_37","timestamp":"2026-02-25T19:09:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00722:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00722\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":56,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00722\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00722","actor":"rep_37","timestamp":"2026-02-25T19:24:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00722:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":235,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00722\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00722","actor":"rep_37","timestamp":"2026-02-25T19:29:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00722:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":183,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00722","actor":"rep_37","timestamp":"2026-02-25T19:34:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00722:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":295,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00722","actor":"rep_37","timestamp":"2026-02-25T19:57:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00722:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":211,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00722","actor":"rep_37","timestamp":"2026-02-25T19:32:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00722:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00722\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":161,"raw_payload":"{\"note_id\":\"nt_crm_00722\",\"attached_to\":\"hs_crm_00722\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00722\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00722","actor":"rep_37","timestamp":"2026-02-25T19:30:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00722:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=124402)","http_status":200,"latency_ms":278,"raw_payload":"{\"dealId\":\"dl_crm_00722\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=124402)"}},{"episode_id":"crm_00722","actor":"rep_37","timestamp":"2026-02-25T19:26:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00722:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00722)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00722\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00722\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00723","actor":"rep_14","actor_name":"Rachel Adams","company":"OmniChannel Inc","opened_at":"2026-03-16T03:54:00.000Z","closed_at":"2026-03-16T04:42:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($186k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00723","actor":"rep_14","timestamp":"2026-03-16T03:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00723:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($186k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":246,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$186k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00723","actor":"rep_14","timestamp":"2026-03-16T03:58:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00723:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00723\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":139,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00723\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00723","actor":"rep_14","timestamp":"2026-03-16T04:08:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00723:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":217,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00723\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00723","actor":"rep_14","timestamp":"2026-03-16T04:06:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00723:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":314,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00723","actor":"rep_14","timestamp":"2026-03-16T04:34:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00723:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":150,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00723","actor":"rep_14","timestamp":"2026-03-16T04:09:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00723:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":210,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00723","actor":"rep_14","timestamp":"2026-03-16T04:18:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00723:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00723\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":312,"raw_payload":"{\"note_id\":\"nt_crm_00723\",\"attached_to\":\"hs_crm_00723\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00723\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00723","actor":"rep_14","timestamp":"2026-03-16T04:15:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00723:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=362745)","http_status":200,"latency_ms":289,"raw_payload":"{\"dealId\":\"dl_crm_00723\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=362745)"}},{"episode_id":"crm_00723","actor":"rep_14","timestamp":"2026-03-16T04:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00723:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00723)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00723\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":232,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00723\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00724","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-02-16T06:25:00.000Z","closed_at":"2026-02-16T06:57:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($129k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00724","actor":"rep_01","timestamp":"2026-02-16T06:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00724:00","content":"Operational trigger received from hubspot for Stripe Technologies ($129k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":112,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$129k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00724","actor":"rep_01","timestamp":"2026-02-16T06:29:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00724:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00724\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":191,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00724\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00724","actor":"rep_01","timestamp":"2026-02-16T06:37:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00724:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":264,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00724\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00724","actor":"rep_01","timestamp":"2026-02-16T06:55:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00724:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":205,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00724","actor":"rep_01","timestamp":"2026-02-16T06:41:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00724:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":224,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00724","actor":"rep_01","timestamp":"2026-02-16T06:50:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00724:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":200,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00724","actor":"rep_01","timestamp":"2026-02-16T06:43:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00724:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00724\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":222,"raw_payload":"{\"note_id\":\"nt_crm_00724\",\"attached_to\":\"hs_crm_00724\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00724\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00724","actor":"rep_01","timestamp":"2026-02-16T07:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00724:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=416771)","http_status":200,"latency_ms":270,"raw_payload":"{\"dealId\":\"dl_crm_00724\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=416771)"}},{"episode_id":"crm_00724","actor":"rep_01","timestamp":"2026-02-16T06:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00724:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00724)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00724\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":260,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00724\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00725","actor":"rep_11","actor_name":"David Kim","company":"Beacon Energy","opened_at":"2026-01-09T11:23:00.000Z","closed_at":"2026-01-09T12:51:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($69k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00725","actor":"rep_11","timestamp":"2026-01-09T11:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00725:00","content":"Operational trigger received from hubspot for Beacon Energy ($69k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$69k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00725","actor":"rep_11","timestamp":"2026-01-09T11:26:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00725:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00725\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":262,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00725\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00725","actor":"rep_11","timestamp":"2026-01-09T11:35:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00725:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":152,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00725\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00725","actor":"rep_11","timestamp":"2026-01-09T11:35:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00725:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":128,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00725","actor":"rep_11","timestamp":"2026-01-09T11:47:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00725:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":268,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00725","actor":"rep_11","timestamp":"2026-01-09T11:58:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00725:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":275,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00725","actor":"rep_11","timestamp":"2026-01-09T12:17:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00725:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00725\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":270,"raw_payload":"{\"note_id\":\"nt_crm_00725\",\"attached_to\":\"hs_crm_00725\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00725\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00725","actor":"rep_11","timestamp":"2026-01-09T11:44:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00725:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=159638)","http_status":200,"latency_ms":288,"raw_payload":"{\"dealId\":\"dl_crm_00725\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=159638)"}},{"episode_id":"crm_00725","actor":"rep_11","timestamp":"2026-01-09T12:51:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00725:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00725)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00725\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":267,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00725\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00726","actor":"rep_14","actor_name":"Rachel Adams","company":"Vertex Cyber","opened_at":"2026-01-01T14:00:00.000Z","closed_at":"2026-01-01T15:12:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($395k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00726","actor":"rep_14","timestamp":"2026-01-01T14:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00726:00","content":"Operational trigger received from hubspot for Vertex Cyber ($395k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":208,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$395k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00726","actor":"rep_14","timestamp":"2026-01-01T14:10:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00726:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00726\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":53,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00726\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00726","actor":"rep_14","timestamp":"2026-01-01T14:18:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00726:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":89,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00726\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00726","actor":"rep_14","timestamp":"2026-01-01T14:27:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00726:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":134,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00726","actor":"rep_14","timestamp":"2026-01-01T14:24:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00726:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":160,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00726","actor":"rep_14","timestamp":"2026-01-01T14:40:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00726:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":239,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00726","actor":"rep_14","timestamp":"2026-01-01T14:30:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00726:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00726\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":204,"raw_payload":"{\"note_id\":\"nt_crm_00726\",\"attached_to\":\"hs_crm_00726\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00726\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00726","actor":"rep_14","timestamp":"2026-01-01T14:35:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00726:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=120665)","http_status":200,"latency_ms":324,"raw_payload":"{\"dealId\":\"dl_crm_00726\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=120665)"}},{"episode_id":"crm_00726","actor":"rep_14","timestamp":"2026-01-01T15:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00726:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00726)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00726\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":57,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00726\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00727","actor":"rep_31","actor_name":"Aisha Taylor","company":"Stripe Technologies","opened_at":"2026-03-22T07:40:00.000Z","closed_at":"2026-03-22T08:12:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($234k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00727","actor":"rep_31","timestamp":"2026-03-22T07:40:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00727:00","content":"Operational trigger received from hubspot for Stripe Technologies ($234k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":76,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$234k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00727","actor":"rep_31","timestamp":"2026-03-22T07:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00727:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00727\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":185,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00727\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00727","actor":"rep_31","timestamp":"2026-03-22T07:54:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00727:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":291,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00727\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00727","actor":"rep_31","timestamp":"2026-03-22T08:07:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00727:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":197,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00727","actor":"rep_31","timestamp":"2026-03-22T08:20:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00727:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":137,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00727","actor":"rep_31","timestamp":"2026-03-22T08:30:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00727:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":258,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00727","actor":"rep_31","timestamp":"2026-03-22T08:46:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00727:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00727\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":329,"raw_payload":"{\"note_id\":\"nt_crm_00727\",\"attached_to\":\"hs_crm_00727\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00727\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00727","actor":"rep_31","timestamp":"2026-03-22T08:22:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00727:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=335052)","http_status":200,"latency_ms":212,"raw_payload":"{\"dealId\":\"dl_crm_00727\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=335052)"}},{"episode_id":"crm_00727","actor":"rep_31","timestamp":"2026-03-22T08:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00727:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00727)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00727\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":114,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00727\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00728","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-02-04T20:48:00.000Z","closed_at":"2026-02-04T22:08:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($232k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00728","actor":"rep_06","timestamp":"2026-02-04T20:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00728:00","content":"Operational trigger received from hubspot for Catalyst Software ($232k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$232k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00728","actor":"rep_06","timestamp":"2026-02-04T20:51:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00728:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00728\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":266,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00728\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00728","actor":"rep_06","timestamp":"2026-02-04T20:58:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00728:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":93,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00728\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00728","actor":"rep_06","timestamp":"2026-02-04T21:21:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00728:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":211,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00728","actor":"rep_06","timestamp":"2026-02-04T21:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00728:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":232,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00728","actor":"rep_06","timestamp":"2026-02-04T21:08:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00728:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":266,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00728","actor":"rep_06","timestamp":"2026-02-04T21:24:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00728:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00728\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":174,"raw_payload":"{\"note_id\":\"nt_crm_00728\",\"attached_to\":\"hs_crm_00728\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00728\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00728","actor":"rep_06","timestamp":"2026-02-04T21:58:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00728:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=290943)","http_status":200,"latency_ms":141,"raw_payload":"{\"dealId\":\"dl_crm_00728\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=290943)"}},{"episode_id":"crm_00728","actor":"rep_06","timestamp":"2026-02-04T22:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00728:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00728)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00728\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":69,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00728\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00729","actor":"rep_31","actor_name":"Aisha Taylor","company":"CloudScale Data","opened_at":"2026-03-28T15:25:00.000Z","closed_at":"2026-03-28T16:13:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($354k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00729","actor":"rep_31","timestamp":"2026-03-28T15:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00729:00","content":"Operational trigger received from hubspot for CloudScale Data ($354k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":133,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$354k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00729","actor":"rep_31","timestamp":"2026-03-28T15:36:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00729:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00729\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":45,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00729\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00729","actor":"rep_31","timestamp":"2026-03-28T15:41:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00729:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":244,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00729\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00729","actor":"rep_31","timestamp":"2026-03-28T15:40:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00729:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":138,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00729","actor":"rep_31","timestamp":"2026-03-28T15:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00729:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":95,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00729","actor":"rep_31","timestamp":"2026-03-28T15:55:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00729:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":145,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00729","actor":"rep_31","timestamp":"2026-03-28T16:31:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00729:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00729\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":272,"raw_payload":"{\"note_id\":\"nt_crm_00729\",\"attached_to\":\"hs_crm_00729\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00729\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00729","actor":"rep_31","timestamp":"2026-03-28T15:46:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00729:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=178239)","http_status":200,"latency_ms":260,"raw_payload":"{\"dealId\":\"dl_crm_00729\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=178239)"}},{"episode_id":"crm_00729","actor":"rep_31","timestamp":"2026-03-28T16:13:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00729:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00729)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00729\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":130,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00729\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00730","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-03-20T00:44:00.000Z","closed_at":"2026-03-20T01:16:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($457k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00730","actor":"rep_37","timestamp":"2026-03-20T00:44:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00730:00","content":"Operational trigger received from hubspot for Meridian Logistics ($457k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":51,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$457k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00730","actor":"rep_37","timestamp":"2026-03-20T00:49:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00730:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00730\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":99,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00730\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00730","actor":"rep_37","timestamp":"2026-03-20T00:52:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00730:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":226,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00730\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00730","actor":"rep_37","timestamp":"2026-03-20T01:14:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00730:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":196,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00730","actor":"rep_37","timestamp":"2026-03-20T01:24:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00730:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":202,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00730","actor":"rep_37","timestamp":"2026-03-20T01:24:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00730:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":165,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00730","actor":"rep_37","timestamp":"2026-03-20T01:14:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00730:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00730\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":175,"raw_payload":"{\"note_id\":\"nt_crm_00730\",\"attached_to\":\"hs_crm_00730\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00730\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00730","actor":"rep_37","timestamp":"2026-03-20T02:01:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00730:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=430731)","http_status":200,"latency_ms":350,"raw_payload":"{\"dealId\":\"dl_crm_00730\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=430731)"}},{"episode_id":"crm_00730","actor":"rep_37","timestamp":"2026-03-20T01:16:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00730:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00730)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00730\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":196,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00730\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00731","actor":"rep_25","actor_name":"Carlos Mendez","company":"FinTech Global","opened_at":"2026-01-24T17:27:00.000Z","closed_at":"2026-01-24T17:51:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($308k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00731","actor":"rep_25","timestamp":"2026-01-24T17:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00731:00","content":"Operational trigger received from hubspot for FinTech Global ($308k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$308k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00731","actor":"rep_25","timestamp":"2026-01-24T17:37:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00731:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00731\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":284,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00731\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00731","actor":"rep_25","timestamp":"2026-01-24T17:45:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00731:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":125,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00731\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00731","actor":"rep_25","timestamp":"2026-01-24T17:57:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00731:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":226,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00731","actor":"rep_25","timestamp":"2026-01-24T17:59:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00731:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":203,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00731","actor":"rep_25","timestamp":"2026-01-24T17:57:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00731:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":126,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00731","actor":"rep_25","timestamp":"2026-01-24T18:21:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00731:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00731\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":221,"raw_payload":"{\"note_id\":\"nt_crm_00731\",\"attached_to\":\"hs_crm_00731\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00731\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00731","actor":"rep_25","timestamp":"2026-01-24T18:02:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00731:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=80192)","http_status":200,"latency_ms":144,"raw_payload":"{\"dealId\":\"dl_crm_00731\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=80192)"}},{"episode_id":"crm_00731","actor":"rep_25","timestamp":"2026-01-24T17:51:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00731:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00731)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00731\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":146,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00731\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00732","actor":"rep_06","actor_name":"Marcus Vance","company":"Vertex Cyber","opened_at":"2026-01-08T01:05:00.000Z","closed_at":"2026-01-08T01:45:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($383k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00732","actor":"rep_06","timestamp":"2026-01-08T01:05:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00732:00","content":"Operational trigger received from hubspot for Vertex Cyber ($383k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":186,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$383k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00732","actor":"rep_06","timestamp":"2026-01-08T01:12:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00732:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00732\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":268,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00732\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00732","actor":"rep_06","timestamp":"2026-01-08T01:27:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00732:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":265,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00732\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00732","actor":"rep_06","timestamp":"2026-01-08T01:14:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00732:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":185,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00732","actor":"rep_06","timestamp":"2026-01-08T01:17:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00732:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":258,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00732","actor":"rep_06","timestamp":"2026-01-08T01:55:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00732:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":199,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00732","actor":"rep_06","timestamp":"2026-01-08T01:47:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00732:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00732\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":265,"raw_payload":"{\"note_id\":\"nt_crm_00732\",\"attached_to\":\"hs_crm_00732\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00732\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00732","actor":"rep_06","timestamp":"2026-01-08T02:15:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00732:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=323899)","http_status":200,"latency_ms":162,"raw_payload":"{\"dealId\":\"dl_crm_00732\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=323899)"}},{"episode_id":"crm_00732","actor":"rep_06","timestamp":"2026-01-08T01:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00732:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00732)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00732\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":164,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00732\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00733","actor":"rep_25","actor_name":"Carlos Mendez","company":"CloudScale Data","opened_at":"2026-01-17T08:40:00.000Z","closed_at":"2026-01-17T09:28:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($296k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00733","actor":"rep_25","timestamp":"2026-01-17T08:40:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00733:00","content":"Operational trigger received from hubspot for CloudScale Data ($296k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":152,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$296k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00733","actor":"rep_25","timestamp":"2026-01-17T08:46:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00733:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.9,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00733\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":245,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00733\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00733","actor":"rep_25","timestamp":"2026-01-17T08:50:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00733:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":209,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00733\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00733","actor":"rep_25","timestamp":"2026-01-17T09:07:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00733:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":279,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00733","actor":"rep_25","timestamp":"2026-01-17T09:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00733:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":230,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00733","actor":"rep_25","timestamp":"2026-01-17T09:30:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00733:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":275,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00733","actor":"rep_25","timestamp":"2026-01-17T09:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00733:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00733\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":308,"raw_payload":"{\"note_id\":\"nt_crm_00733\",\"attached_to\":\"hs_crm_00733\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00733\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00733","actor":"rep_25","timestamp":"2026-01-17T09:01:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00733:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=168115)","http_status":200,"latency_ms":160,"raw_payload":"{\"dealId\":\"dl_crm_00733\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=168115)"}},{"episode_id":"crm_00733","actor":"rep_25","timestamp":"2026-01-17T09:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00733:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00733)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00733\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00733\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00734","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-03-19T07:22:00.000Z","closed_at":"2026-03-19T08:34:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($445k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00734","actor":"rep_01","timestamp":"2026-03-19T07:22:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00734:00","content":"Operational trigger received from hubspot for Vertex Cyber ($445k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$445k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00734","actor":"rep_01","timestamp":"2026-03-19T07:30:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00734:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00734\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":77,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00734\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00734","actor":"rep_01","timestamp":"2026-03-19T07:42:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00734:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":299,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00734\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00734","actor":"rep_01","timestamp":"2026-03-19T07:55:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00734:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":165,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00734","actor":"rep_01","timestamp":"2026-03-19T07:50:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00734:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":307,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00734","actor":"rep_01","timestamp":"2026-03-19T07:57:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00734:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":180,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00734","actor":"rep_01","timestamp":"2026-03-19T08:28:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00734:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00734\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":167,"raw_payload":"{\"note_id\":\"nt_crm_00734\",\"attached_to\":\"hs_crm_00734\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00734\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00734","actor":"rep_01","timestamp":"2026-03-19T08:25:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00734:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=312326)","http_status":200,"latency_ms":281,"raw_payload":"{\"dealId\":\"dl_crm_00734\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=312326)"}},{"episode_id":"crm_00734","actor":"rep_01","timestamp":"2026-03-19T08:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00734:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00734)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00734\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":281,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00734\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00735","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-02-15T06:46:00.000Z","closed_at":"2026-02-15T07:18:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($223k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00735","actor":"rep_06","timestamp":"2026-02-15T06:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00735:00","content":"Operational trigger received from hubspot for Pinnacle Media ($223k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$223k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00735","actor":"rep_06","timestamp":"2026-02-15T06:55:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00735:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00735\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":239,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00735\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00735","actor":"rep_06","timestamp":"2026-02-15T07:04:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00735:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":318,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00735\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00735","actor":"rep_06","timestamp":"2026-02-15T07:10:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00735:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":207,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00735","actor":"rep_06","timestamp":"2026-02-15T06:58:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00735:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":319,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00735","actor":"rep_06","timestamp":"2026-02-15T07:36:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00735:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":51,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00735","actor":"rep_06","timestamp":"2026-02-15T07:52:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00735:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00735\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":115,"raw_payload":"{\"note_id\":\"nt_crm_00735\",\"attached_to\":\"hs_crm_00735\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00735\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00735","actor":"rep_06","timestamp":"2026-02-15T07:14:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00735:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=441054)","http_status":200,"latency_ms":198,"raw_payload":"{\"dealId\":\"dl_crm_00735\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=441054)"}},{"episode_id":"crm_00735","actor":"rep_06","timestamp":"2026-02-15T07:18:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00735:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00735)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00735\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00735\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00736","actor":"rep_20","actor_name":"Maya Patel","company":"Aura Therapeutics","opened_at":"2026-03-19T05:35:00.000Z","closed_at":"2026-03-19T06:23:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($193k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00736","actor":"rep_20","timestamp":"2026-03-19T05:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00736:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($193k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":96,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$193k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00736","actor":"rep_20","timestamp":"2026-03-19T05:41:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00736:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00736\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":233,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00736\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00736","actor":"rep_20","timestamp":"2026-03-19T05:55:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00736:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":305,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00736\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00736","actor":"rep_20","timestamp":"2026-03-19T06:05:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00736:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":267,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00736","actor":"rep_20","timestamp":"2026-03-19T06:03:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00736:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":102,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00736","actor":"rep_20","timestamp":"2026-03-19T06:20:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00736:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":197,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00736","actor":"rep_20","timestamp":"2026-03-19T06:35:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00736:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00736\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":144,"raw_payload":"{\"note_id\":\"nt_crm_00736\",\"attached_to\":\"hs_crm_00736\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00736\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00736","actor":"rep_20","timestamp":"2026-03-19T06:10:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00736:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=450805)","http_status":200,"latency_ms":258,"raw_payload":"{\"dealId\":\"dl_crm_00736\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=450805)"}},{"episode_id":"crm_00736","actor":"rep_20","timestamp":"2026-03-19T06:23:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00736:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00736)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00736\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00736\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00737","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-02-15T22:40:00.000Z","closed_at":"2026-02-15T23:12:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($76k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00737","actor":"rep_11","timestamp":"2026-02-15T22:40:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00737:00","content":"Operational trigger received from hubspot for Vanguard Financial ($76k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":162,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$76k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00737","actor":"rep_11","timestamp":"2026-02-15T22:43:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00737:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00737\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":85,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00737\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00737","actor":"rep_11","timestamp":"2026-02-15T23:02:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00737:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":117,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00737\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00737","actor":"rep_11","timestamp":"2026-02-15T22:52:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00737:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":213,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00737","actor":"rep_11","timestamp":"2026-02-15T23:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00737:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":168,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00737","actor":"rep_11","timestamp":"2026-02-15T23:35:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00737:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":236,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00737","actor":"rep_11","timestamp":"2026-02-15T23:34:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00737:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00737\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":292,"raw_payload":"{\"note_id\":\"nt_crm_00737\",\"attached_to\":\"hs_crm_00737\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00737\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00737","actor":"rep_11","timestamp":"2026-02-15T23:43:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00737:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=326868)","http_status":200,"latency_ms":187,"raw_payload":"{\"dealId\":\"dl_crm_00737\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=326868)"}},{"episode_id":"crm_00737","actor":"rep_11","timestamp":"2026-02-15T23:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00737:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00737)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00737\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":162,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00737\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00738","actor":"rep_14","actor_name":"Rachel Adams","company":"OmniChannel Inc","opened_at":"2026-02-26T03:06:00.000Z","closed_at":"2026-02-26T04:34:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($88k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00738","actor":"rep_14","timestamp":"2026-02-26T03:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00738:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($88k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$88k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00738","actor":"rep_14","timestamp":"2026-02-26T03:09:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00738:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00738\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":147,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00738\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00738","actor":"rep_14","timestamp":"2026-02-26T03:28:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00738:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":161,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00738\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00738","actor":"rep_14","timestamp":"2026-02-26T03:27:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00738:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":324,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00738","actor":"rep_14","timestamp":"2026-02-26T03:42:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00738:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":90,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00738","actor":"rep_14","timestamp":"2026-02-26T03:51:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00738:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":278,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00738","actor":"rep_14","timestamp":"2026-02-26T04:12:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00738:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00738\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":125,"raw_payload":"{\"note_id\":\"nt_crm_00738\",\"attached_to\":\"hs_crm_00738\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00738\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00738","actor":"rep_14","timestamp":"2026-02-26T03:48:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00738:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=106046)","http_status":200,"latency_ms":259,"raw_payload":"{\"dealId\":\"dl_crm_00738\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=106046)"}},{"episode_id":"crm_00738","actor":"rep_14","timestamp":"2026-02-26T04:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00738:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00738)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00738\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":167,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00738\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00739","actor":"rep_20","actor_name":"Maya Patel","company":"Meridian Logistics","opened_at":"2026-03-01T08:04:00.000Z","closed_at":"2026-03-01T09:08:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($177k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00739","actor":"rep_20","timestamp":"2026-03-01T08:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00739:00","content":"Operational trigger received from hubspot for Meridian Logistics ($177k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":102,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00739","actor":"rep_20","timestamp":"2026-03-01T08:08:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00739:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00739\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":259,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00739\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00739","actor":"rep_20","timestamp":"2026-03-01T08:24:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00739:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":188,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00739\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00739","actor":"rep_20","timestamp":"2026-03-01T08:34:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00739:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":264,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00739","actor":"rep_20","timestamp":"2026-03-01T08:20:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00739:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":261,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00739","actor":"rep_20","timestamp":"2026-03-01T08:59:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00739:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":238,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00739","actor":"rep_20","timestamp":"2026-03-01T08:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00739:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00739\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":232,"raw_payload":"{\"note_id\":\"nt_crm_00739\",\"attached_to\":\"hs_crm_00739\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00739\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00739","actor":"rep_20","timestamp":"2026-03-01T08:53:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00739:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=426079)","http_status":200,"latency_ms":296,"raw_payload":"{\"dealId\":\"dl_crm_00739\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=426079)"}},{"episode_id":"crm_00739","actor":"rep_20","timestamp":"2026-03-01T09:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00739:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00739)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00739\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00739\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00740","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-02-11T05:39:00.000Z","closed_at":"2026-02-11T07:07:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($299k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00740","actor":"rep_31","timestamp":"2026-02-11T05:39:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00740:00","content":"Operational trigger received from hubspot for Pinnacle Media ($299k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$299k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00740","actor":"rep_31","timestamp":"2026-02-11T05:46:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00740:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00740\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":180,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00740\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00740","actor":"rep_31","timestamp":"2026-02-11T05:53:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00740:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":264,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00740\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00740","actor":"rep_31","timestamp":"2026-02-11T06:06:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00740:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":247,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00740","actor":"rep_31","timestamp":"2026-02-11T06:19:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00740:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":251,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00740","actor":"rep_31","timestamp":"2026-02-11T06:09:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00740:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":159,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00740","actor":"rep_31","timestamp":"2026-02-11T06:27:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00740:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00740\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":157,"raw_payload":"{\"note_id\":\"nt_crm_00740\",\"attached_to\":\"hs_crm_00740\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00740\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00740","actor":"rep_31","timestamp":"2026-02-11T06:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00740:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=295059)","http_status":200,"latency_ms":314,"raw_payload":"{\"dealId\":\"dl_crm_00740\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=295059)"}},{"episode_id":"crm_00740","actor":"rep_31","timestamp":"2026-02-11T07:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00740:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00740)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00740\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00740\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00741","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-01-30T17:50:00.000Z","closed_at":"2026-01-30T19:18:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($288k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00741","actor":"rep_11","timestamp":"2026-01-30T17:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00741:00","content":"Operational trigger received from hubspot for Acme Health Systems ($288k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$288k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00741","actor":"rep_11","timestamp":"2026-01-30T17:57:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00741:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00741\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":189,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00741\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00741","actor":"rep_11","timestamp":"2026-01-30T18:06:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00741:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":264,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00741\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00741","actor":"rep_11","timestamp":"2026-01-30T18:05:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00741:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":129,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00741","actor":"rep_11","timestamp":"2026-01-30T18:18:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00741:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":225,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00741","actor":"rep_11","timestamp":"2026-01-30T18:10:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00741:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":269,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00741","actor":"rep_11","timestamp":"2026-01-30T18:50:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00741:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00741\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":288,"raw_payload":"{\"note_id\":\"nt_crm_00741\",\"attached_to\":\"hs_crm_00741\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00741\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00741","actor":"rep_11","timestamp":"2026-01-30T18:25:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00741:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=296023)","http_status":200,"latency_ms":207,"raw_payload":"{\"dealId\":\"dl_crm_00741\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=296023)"}},{"episode_id":"crm_00741","actor":"rep_11","timestamp":"2026-01-30T19:18:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00741:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00741)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00741\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00741\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00742","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-03-27T02:36:00.000Z","closed_at":"2026-03-27T03:16:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($174k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00742","actor":"rep_32","timestamp":"2026-03-27T02:36:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00742:00","content":"Operational trigger received from hubspot for Vertex Cyber ($174k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":222,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00742","actor":"rep_32","timestamp":"2026-03-27T02:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00742:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00742\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":125,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00742\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00742","actor":"rep_32","timestamp":"2026-03-27T02:52:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00742:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":188,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00742\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00742","actor":"rep_32","timestamp":"2026-03-27T02:51:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00742:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":121,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00742","actor":"rep_32","timestamp":"2026-03-27T02:48:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00742:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":299,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00742","actor":"rep_32","timestamp":"2026-03-27T03:26:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00742:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":224,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00742","actor":"rep_32","timestamp":"2026-03-27T03:36:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00742:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00742\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":154,"raw_payload":"{\"note_id\":\"nt_crm_00742\",\"attached_to\":\"hs_crm_00742\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00742\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00742","actor":"rep_32","timestamp":"2026-03-27T03:11:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00742:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=61846)","http_status":200,"latency_ms":314,"raw_payload":"{\"dealId\":\"dl_crm_00742\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=61846)"}},{"episode_id":"crm_00742","actor":"rep_32","timestamp":"2026-03-27T03:16:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00742:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00742)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00742\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00742\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00743","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-01-06T11:04:00.000Z","closed_at":"2026-01-06T12:08:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($160k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00743","actor":"rep_19","timestamp":"2026-01-06T11:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00743:00","content":"Operational trigger received from hubspot for Apex Retail Group ($160k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":131,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$160k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00743","actor":"rep_19","timestamp":"2026-01-06T11:15:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00743:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00743\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":215,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00743\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00743","actor":"rep_19","timestamp":"2026-01-06T11:14:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00743:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":183,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00743\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00743","actor":"rep_19","timestamp":"2026-01-06T11:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00743:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":179,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00743","actor":"rep_19","timestamp":"2026-01-06T11:44:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00743:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":94,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00743","actor":"rep_19","timestamp":"2026-01-06T11:29:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00743:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":61,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00743","actor":"rep_19","timestamp":"2026-01-06T11:58:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00743:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00743\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":223,"raw_payload":"{\"note_id\":\"nt_crm_00743\",\"attached_to\":\"hs_crm_00743\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00743\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00743","actor":"rep_19","timestamp":"2026-01-06T11:46:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00743:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=440552)","http_status":200,"latency_ms":250,"raw_payload":"{\"dealId\":\"dl_crm_00743\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=440552)"}},{"episode_id":"crm_00743","actor":"rep_19","timestamp":"2026-01-06T12:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00743:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00743)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00743\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00743\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00744","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-03-02T22:14:00.000Z","closed_at":"2026-03-02T22:38:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($247k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00744","actor":"rep_11","timestamp":"2026-03-02T22:14:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00744:00","content":"Operational trigger received from hubspot for Pinnacle Media ($247k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":131,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$247k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00744","actor":"rep_11","timestamp":"2026-03-02T22:18:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00744:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00744\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":239,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00744\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00744","actor":"rep_11","timestamp":"2026-03-02T22:36:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00744:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":262,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00744\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00744","actor":"rep_11","timestamp":"2026-03-02T22:38:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00744:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":162,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00744","actor":"rep_11","timestamp":"2026-03-02T22:54:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00744:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":320,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00744","actor":"rep_11","timestamp":"2026-03-02T22:39:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00744:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":81,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00744","actor":"rep_11","timestamp":"2026-03-02T22:44:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00744:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00744\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":144,"raw_payload":"{\"note_id\":\"nt_crm_00744\",\"attached_to\":\"hs_crm_00744\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00744\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00744","actor":"rep_11","timestamp":"2026-03-02T22:49:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00744:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=347749)","http_status":200,"latency_ms":238,"raw_payload":"{\"dealId\":\"dl_crm_00744\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=347749)"}},{"episode_id":"crm_00744","actor":"rep_11","timestamp":"2026-03-02T22:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00744:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00744)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00744\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":217,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00744\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00745","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-03-05T09:32:00.000Z","closed_at":"2026-03-05T10:52:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($101k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00745","actor":"rep_31","timestamp":"2026-03-05T09:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00745:00","content":"Operational trigger received from hubspot for Beacon Energy ($101k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":279,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$101k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00745","actor":"rep_31","timestamp":"2026-03-05T09:37:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00745:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.96,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00745\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":169,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00745\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00745","actor":"rep_31","timestamp":"2026-03-05T09:50:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00745:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":157,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00745\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00745","actor":"rep_31","timestamp":"2026-03-05T09:53:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00745:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":197,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00745","actor":"rep_31","timestamp":"2026-03-05T09:56:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00745:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":151,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00745","actor":"rep_31","timestamp":"2026-03-05T10:02:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00745:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":242,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00745","actor":"rep_31","timestamp":"2026-03-05T10:38:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00745:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00745\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":105,"raw_payload":"{\"note_id\":\"nt_crm_00745\",\"attached_to\":\"hs_crm_00745\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00745\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00745","actor":"rep_31","timestamp":"2026-03-05T10:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00745:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=432713)","http_status":200,"latency_ms":129,"raw_payload":"{\"dealId\":\"dl_crm_00745\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=432713)"}},{"episode_id":"crm_00745","actor":"rep_31","timestamp":"2026-03-05T10:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00745:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00745)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00745\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00745\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00746","actor":"rep_25","actor_name":"Carlos Mendez","company":"Meridian Logistics","opened_at":"2026-03-16T12:19:00.000Z","closed_at":"2026-03-16T13:07:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($66k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00746","actor":"rep_25","timestamp":"2026-03-16T12:19:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00746:00","content":"Operational trigger received from hubspot for Meridian Logistics ($66k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$66k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00746","actor":"rep_25","timestamp":"2026-03-16T12:25:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00746:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00746\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":77,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00746\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00746","actor":"rep_25","timestamp":"2026-03-16T12:29:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00746:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":221,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00746\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00746","actor":"rep_25","timestamp":"2026-03-16T12:28:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00746:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":231,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00746","actor":"rep_25","timestamp":"2026-03-16T12:31:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00746:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":195,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00746","actor":"rep_25","timestamp":"2026-03-16T12:54:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00746:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":159,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00746","actor":"rep_25","timestamp":"2026-03-16T12:37:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00746:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00746\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":224,"raw_payload":"{\"note_id\":\"nt_crm_00746\",\"attached_to\":\"hs_crm_00746\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00746\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00746","actor":"rep_25","timestamp":"2026-03-16T13:08:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00746:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=399333)","http_status":200,"latency_ms":330,"raw_payload":"{\"dealId\":\"dl_crm_00746\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=399333)"}},{"episode_id":"crm_00746","actor":"rep_25","timestamp":"2026-03-16T13:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00746:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00746)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00746\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":56,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00746\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00747","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-01-08T11:06:00.000Z","closed_at":"2026-01-08T11:46:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($305k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00747","actor":"rep_09","timestamp":"2026-01-08T11:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00747:00","content":"Operational trigger received from hubspot for Beacon Energy ($305k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":271,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$305k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00747","actor":"rep_09","timestamp":"2026-01-08T11:17:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00747:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00747\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":282,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00747\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00747","actor":"rep_09","timestamp":"2026-01-08T11:28:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00747:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":137,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00747\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00747","actor":"rep_09","timestamp":"2026-01-08T11:36:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00747:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":259,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00747","actor":"rep_09","timestamp":"2026-01-08T11:42:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00747:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":209,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00747","actor":"rep_09","timestamp":"2026-01-08T11:21:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00747:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":94,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00747","actor":"rep_09","timestamp":"2026-01-08T11:42:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00747:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00747\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":316,"raw_payload":"{\"note_id\":\"nt_crm_00747\",\"attached_to\":\"hs_crm_00747\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00747\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00747","actor":"rep_09","timestamp":"2026-01-08T11:48:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00747:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=213539)","http_status":200,"latency_ms":333,"raw_payload":"{\"dealId\":\"dl_crm_00747\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=213539)"}},{"episode_id":"crm_00747","actor":"rep_09","timestamp":"2026-01-08T11:46:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00747:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00747)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00747\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00747\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00748","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-03-06T11:24:00.000Z","closed_at":"2026-03-06T12:44:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($421k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00748","actor":"rep_11","timestamp":"2026-03-06T11:24:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00748:00","content":"Operational trigger received from hubspot for NovaBio Labs ($421k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":236,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$421k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00748","actor":"rep_11","timestamp":"2026-03-06T11:34:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00748:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00748\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":94,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00748\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00748","actor":"rep_11","timestamp":"2026-03-06T11:36:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00748:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":130,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00748\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00748","actor":"rep_11","timestamp":"2026-03-06T11:54:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00748:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":263,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00748","actor":"rep_11","timestamp":"2026-03-06T11:36:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00748:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":114,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00748","actor":"rep_11","timestamp":"2026-03-06T11:44:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00748:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":213,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00748","actor":"rep_11","timestamp":"2026-03-06T11:48:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00748:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00748\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":260,"raw_payload":"{\"note_id\":\"nt_crm_00748\",\"attached_to\":\"hs_crm_00748\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00748\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00748","actor":"rep_11","timestamp":"2026-03-06T12:13:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00748:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=102160)","http_status":200,"latency_ms":237,"raw_payload":"{\"dealId\":\"dl_crm_00748\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=102160)"}},{"episode_id":"crm_00748","actor":"rep_11","timestamp":"2026-03-06T12:44:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00748:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00748)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00748\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":193,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00748\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00749","actor":"rep_06","actor_name":"Marcus Vance","company":"Aura Therapeutics","opened_at":"2026-02-05T11:36:00.000Z","closed_at":"2026-02-05T13:04:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($327k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00749","actor":"rep_06","timestamp":"2026-02-05T11:36:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00749:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($327k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":250,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$327k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00749","actor":"rep_06","timestamp":"2026-02-05T11:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00749:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00749\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":156,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00749\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00749","actor":"rep_06","timestamp":"2026-02-05T11:54:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00749:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":236,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00749\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00749","actor":"rep_06","timestamp":"2026-02-05T12:03:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00749:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":148,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00749","actor":"rep_06","timestamp":"2026-02-05T12:08:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00749:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":247,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00749","actor":"rep_06","timestamp":"2026-02-05T12:21:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00749:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":98,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00749","actor":"rep_06","timestamp":"2026-02-05T12:00:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00749:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00749\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":199,"raw_payload":"{\"note_id\":\"nt_crm_00749\",\"attached_to\":\"hs_crm_00749\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00749\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00749","actor":"rep_06","timestamp":"2026-02-05T12:04:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00749:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=281180)","http_status":200,"latency_ms":120,"raw_payload":"{\"dealId\":\"dl_crm_00749\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=281180)"}},{"episode_id":"crm_00749","actor":"rep_06","timestamp":"2026-02-05T13:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00749:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00749)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00749\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":269,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00749\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00750","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-01-05T20:40:00.000Z","closed_at":"2026-01-05T21:36:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($173k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00750","actor":"rep_06","timestamp":"2026-01-05T20:40:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00750:00","content":"Operational trigger received from hubspot for Meridian Logistics ($173k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":238,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$173k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00750","actor":"rep_06","timestamp":"2026-01-05T20:48:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00750:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00750\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":62,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00750\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00750","actor":"rep_06","timestamp":"2026-01-05T20:54:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00750:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":313,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00750\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00750","actor":"rep_06","timestamp":"2026-01-05T21:13:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00750:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":307,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00750","actor":"rep_06","timestamp":"2026-01-05T21:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00750:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":325,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00750","actor":"rep_06","timestamp":"2026-01-05T20:55:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00750:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":190,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00750","actor":"rep_06","timestamp":"2026-01-05T21:34:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00750:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00750\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":332,"raw_payload":"{\"note_id\":\"nt_crm_00750\",\"attached_to\":\"hs_crm_00750\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00750\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00750","actor":"rep_06","timestamp":"2026-01-05T21:15:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00750:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=303220)","http_status":200,"latency_ms":343,"raw_payload":"{\"dealId\":\"dl_crm_00750\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=303220)"}},{"episode_id":"crm_00750","actor":"rep_06","timestamp":"2026-01-05T21:36:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00750:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00750)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00750\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":90,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00750\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00751","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-01-05T21:47:00.000Z","closed_at":"2026-01-05T23:07:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($360k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00751","actor":"rep_37","timestamp":"2026-01-05T21:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00751:00","content":"Operational trigger received from hubspot for Beacon Energy ($360k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":111,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$360k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00751","actor":"rep_37","timestamp":"2026-01-05T21:50:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00751:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00751\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":46,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00751\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00751","actor":"rep_37","timestamp":"2026-01-05T22:03:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00751:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":267,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00751\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00751","actor":"rep_37","timestamp":"2026-01-05T22:11:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00751:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":317,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00751","actor":"rep_37","timestamp":"2026-01-05T22:23:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00751:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":297,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00751","actor":"rep_37","timestamp":"2026-01-05T22:22:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00751:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":261,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00751","actor":"rep_37","timestamp":"2026-01-05T22:11:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00751:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00751\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":288,"raw_payload":"{\"note_id\":\"nt_crm_00751\",\"attached_to\":\"hs_crm_00751\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00751\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00751","actor":"rep_37","timestamp":"2026-01-05T22:36:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00751:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=382816)","http_status":200,"latency_ms":155,"raw_payload":"{\"dealId\":\"dl_crm_00751\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=382816)"}},{"episode_id":"crm_00751","actor":"rep_37","timestamp":"2026-01-05T23:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00751:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00751)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00751\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":88,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00751\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00752","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-02-12T18:35:00.000Z","closed_at":"2026-02-12T18:59:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($280k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00752","actor":"rep_25","timestamp":"2026-02-12T18:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00752:00","content":"Operational trigger received from hubspot for Sentinel Networks ($280k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":92,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$280k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00752","actor":"rep_25","timestamp":"2026-02-12T18:44:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00752:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00752\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":144,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00752\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00752","actor":"rep_25","timestamp":"2026-02-12T18:57:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00752:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":88,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00752\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00752","actor":"rep_25","timestamp":"2026-02-12T19:02:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00752:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":351,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00752","actor":"rep_25","timestamp":"2026-02-12T19:11:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00752:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":216,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00752","actor":"rep_25","timestamp":"2026-02-12T19:05:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00752:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":137,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00752","actor":"rep_25","timestamp":"2026-02-12T19:11:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00752:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00752\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":133,"raw_payload":"{\"note_id\":\"nt_crm_00752\",\"attached_to\":\"hs_crm_00752\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00752\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00752","actor":"rep_25","timestamp":"2026-02-12T19:38:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00752:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=343731)","http_status":200,"latency_ms":171,"raw_payload":"{\"dealId\":\"dl_crm_00752\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=343731)"}},{"episode_id":"crm_00752","actor":"rep_25","timestamp":"2026-02-12T18:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00752:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00752)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00752\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":243,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00752\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00753","actor":"rep_19","actor_name":"James Wilson","company":"Meridian Logistics","opened_at":"2026-02-22T03:39:00.000Z","closed_at":"2026-02-22T04:27:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($62k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00753","actor":"rep_19","timestamp":"2026-02-22T03:39:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00753:00","content":"Operational trigger received from hubspot for Meridian Logistics ($62k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":187,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$62k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00753","actor":"rep_19","timestamp":"2026-02-22T03:50:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00753:01","content":"Inbound inquiry from CTO at Meridian Logistics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00753\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":122,"raw_payload":"From: \"David Vance\" <cto@meridianlogistics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@meridianlogistics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00753\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00753","actor":"rep_19","timestamp":"2026-02-22T03:49:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00753:02","content":"HubSpot account record verified for Meridian Logistics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":185,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00753\",\"properties\":{\"domain\":\"meridianlogistics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"meridianlogistics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"meridianlogistics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00753","actor":"rep_19","timestamp":"2026-02-22T03:48:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00753:03","content":"Clearbit enrichment fetched for Meridian Logistics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":343,"raw_payload":"{\"name\":\"Meridian Logistics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"clearbit.api.enrichCompany(domain=\"meridianlogistics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00753","actor":"rep_19","timestamp":"2026-02-22T04:03:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00753:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":105,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"hubspot.api.getTimelineEvents(domain=\"meridianlogistics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00753","actor":"rep_19","timestamp":"2026-02-22T04:09:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00753:05","content":"Fit and engagement score computed for Meridian Logistics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":231,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00753","actor":"rep_19","timestamp":"2026-02-22T04:39:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00753:06","content":"Qualification dossier generated for Meridian Logistics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00753\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":97,"raw_payload":"{\"note_id\":\"nt_crm_00753\",\"attached_to\":\"hs_crm_00753\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00753\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00753","actor":"rep_19","timestamp":"2026-02-22T04:28:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00753:07","content":"HubSpot Lead converted to Opportunity for Meridian Logistics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=137118)","http_status":200,"latency_ms":213,"raw_payload":"{\"dealId\":\"dl_crm_00753\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"hubspot.api.createDeal(dealname=\"Meridian Logistics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=137118)"}},{"episode_id":"crm_00753","actor":"rep_19","timestamp":"2026-02-22T04:27:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00753:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00753)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00753\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00753\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00754","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-01-20T15:52:00.000Z","closed_at":"2026-01-20T17:04:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($288k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00754","actor":"rep_06","timestamp":"2026-01-20T15:52:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00754:00","content":"Operational trigger received from hubspot for NovaBio Labs ($288k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$288k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00754","actor":"rep_06","timestamp":"2026-01-20T16:00:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00754:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00754\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":124,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00754\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00754","actor":"rep_06","timestamp":"2026-01-20T16:04:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00754:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":261,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00754\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00754","actor":"rep_06","timestamp":"2026-01-20T16:19:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00754:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":207,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00754","actor":"rep_06","timestamp":"2026-01-20T16:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00754:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":149,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00754","actor":"rep_06","timestamp":"2026-01-20T16:07:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00754:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":82,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00754","actor":"rep_06","timestamp":"2026-01-20T16:46:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00754:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00754\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":211,"raw_payload":"{\"note_id\":\"nt_crm_00754\",\"attached_to\":\"hs_crm_00754\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00754\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00754","actor":"rep_06","timestamp":"2026-01-20T17:02:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00754:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=75207)","http_status":200,"latency_ms":289,"raw_payload":"{\"dealId\":\"dl_crm_00754\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=75207)"}},{"episode_id":"crm_00754","actor":"rep_06","timestamp":"2026-01-20T17:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00754:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00754)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00754\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00754\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00755","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vanguard Financial","opened_at":"2026-01-27T22:58:00.000Z","closed_at":"2026-01-28T00:02:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($284k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00755","actor":"rep_37","timestamp":"2026-01-27T22:58:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00755:00","content":"Operational trigger received from hubspot for Vanguard Financial ($284k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":225,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$284k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00755","actor":"rep_37","timestamp":"2026-01-27T23:06:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00755:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00755\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":161,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00755\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00755","actor":"rep_37","timestamp":"2026-01-27T23:20:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00755:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":268,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00755\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00755","actor":"rep_37","timestamp":"2026-01-27T23:28:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00755:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":311,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00755","actor":"rep_37","timestamp":"2026-01-27T23:38:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00755:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":147,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00755","actor":"rep_37","timestamp":"2026-01-27T23:13:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00755:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":143,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00755","actor":"rep_37","timestamp":"2026-01-27T23:46:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00755:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00755\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":196,"raw_payload":"{\"note_id\":\"nt_crm_00755\",\"attached_to\":\"hs_crm_00755\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00755\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00755","actor":"rep_37","timestamp":"2026-01-28T00:08:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00755:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=174384)","http_status":200,"latency_ms":171,"raw_payload":"{\"dealId\":\"dl_crm_00755\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=174384)"}},{"episode_id":"crm_00755","actor":"rep_37","timestamp":"2026-01-28T00:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00755:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00755)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00755\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00755\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00756","actor":"rep_19","actor_name":"James Wilson","company":"FinTech Global","opened_at":"2026-01-03T13:35:00.000Z","closed_at":"2026-01-03T14:07:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($304k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00756","actor":"rep_19","timestamp":"2026-01-03T13:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00756:00","content":"Operational trigger received from hubspot for FinTech Global ($304k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":57,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$304k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00756","actor":"rep_19","timestamp":"2026-01-03T13:39:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00756:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00756\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":226,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00756\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00756","actor":"rep_19","timestamp":"2026-01-03T13:43:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00756:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":213,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00756\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00756","actor":"rep_19","timestamp":"2026-01-03T13:47:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00756:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":162,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00756","actor":"rep_19","timestamp":"2026-01-03T13:55:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00756:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":250,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00756","actor":"rep_19","timestamp":"2026-01-03T14:10:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00756:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":159,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00756","actor":"rep_19","timestamp":"2026-01-03T13:59:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00756:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00756\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":248,"raw_payload":"{\"note_id\":\"nt_crm_00756\",\"attached_to\":\"hs_crm_00756\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00756\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00756","actor":"rep_19","timestamp":"2026-01-03T14:03:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00756:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=329926)","http_status":200,"latency_ms":222,"raw_payload":"{\"dealId\":\"dl_crm_00756\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=329926)"}},{"episode_id":"crm_00756","actor":"rep_19","timestamp":"2026-01-03T14:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00756:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00756)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00756\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":202,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00756\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00757","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-01-01T15:33:00.000Z","closed_at":"2026-01-01T16:45:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($277k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00757","actor":"rep_20","timestamp":"2026-01-01T15:33:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00757:00","content":"Operational trigger received from hubspot for Catalyst Software ($277k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$277k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00757","actor":"rep_20","timestamp":"2026-01-01T15:41:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00757:01","content":"Inbound inquiry from CTO at Catalyst Software: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00757\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":204,"raw_payload":"From: \"David Vance\" <cto@catalystsoftware.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@catalystsoftware.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00757\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00757","actor":"rep_20","timestamp":"2026-01-01T15:39:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00757:02","content":"HubSpot account record verified for Catalyst Software: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":173,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00757\",\"properties\":{\"domain\":\"catalystsoftware.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"catalystsoftware.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"catalystsoftware.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00757","actor":"rep_20","timestamp":"2026-01-01T15:48:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00757:03","content":"Clearbit enrichment fetched for Catalyst Software: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":328,"raw_payload":"{\"name\":\"Catalyst Software\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"clearbit.api.enrichCompany(domain=\"catalystsoftware.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00757","actor":"rep_20","timestamp":"2026-01-01T15:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00757:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":297,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"hubspot.api.getTimelineEvents(domain=\"catalystsoftware.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00757","actor":"rep_20","timestamp":"2026-01-01T16:23:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00757:05","content":"Fit and engagement score computed for Catalyst Software: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":147,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00757","actor":"rep_20","timestamp":"2026-01-01T16:27:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00757:06","content":"Qualification dossier generated for Catalyst Software: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00757\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":192,"raw_payload":"{\"note_id\":\"nt_crm_00757\",\"attached_to\":\"hs_crm_00757\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00757\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00757","actor":"rep_20","timestamp":"2026-01-01T15:54:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00757:07","content":"HubSpot Lead converted to Opportunity for Catalyst Software: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=410780)","http_status":200,"latency_ms":231,"raw_payload":"{\"dealId\":\"dl_crm_00757\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"hubspot.api.createDeal(dealname=\"Catalyst Software Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=410780)"}},{"episode_id":"crm_00757","actor":"rep_20","timestamp":"2026-01-01T16:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00757:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00757)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00757\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":181,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00757\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00758","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-01-01T10:49:00.000Z","closed_at":"2026-01-01T11:13:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($169k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00758","actor":"rep_37","timestamp":"2026-01-01T10:49:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00758:00","content":"Operational trigger received from hubspot for Beacon Energy ($169k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":284,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$169k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00758","actor":"rep_37","timestamp":"2026-01-01T10:57:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00758:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00758\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":206,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00758\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00758","actor":"rep_37","timestamp":"2026-01-01T10:57:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00758:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":188,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00758\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00758","actor":"rep_37","timestamp":"2026-01-01T11:13:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00758:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":207,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00758","actor":"rep_37","timestamp":"2026-01-01T11:05:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00758:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":265,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00758","actor":"rep_37","timestamp":"2026-01-01T11:34:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00758:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":107,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00758","actor":"rep_37","timestamp":"2026-01-01T11:43:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00758:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00758\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":235,"raw_payload":"{\"note_id\":\"nt_crm_00758\",\"attached_to\":\"hs_crm_00758\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00758\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00758","actor":"rep_37","timestamp":"2026-01-01T11:45:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00758:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=330231)","http_status":200,"latency_ms":256,"raw_payload":"{\"dealId\":\"dl_crm_00758\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=330231)"}},{"episode_id":"crm_00758","actor":"rep_37","timestamp":"2026-01-01T11:13:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00758:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00758)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00758\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00758\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00759","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-02-12T22:25:00.000Z","closed_at":"2026-02-12T23:45:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($128k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00759","actor":"rep_01","timestamp":"2026-02-12T22:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00759:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($128k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":236,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$128k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00759","actor":"rep_01","timestamp":"2026-02-12T22:34:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00759:01","content":"Inbound inquiry from CTO at Aura Therapeutics: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.87,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00759\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":141,"raw_payload":"From: \"David Vance\" <cto@auratherapeutics.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@auratherapeutics.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00759\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00759","actor":"rep_01","timestamp":"2026-02-12T22:35:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00759:02","content":"HubSpot account record verified for Aura Therapeutics: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":167,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00759\",\"properties\":{\"domain\":\"auratherapeutics.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"auratherapeutics.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"auratherapeutics.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00759","actor":"rep_01","timestamp":"2026-02-12T22:52:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00759:03","content":"Clearbit enrichment fetched for Aura Therapeutics: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":161,"raw_payload":"{\"name\":\"Aura Therapeutics\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"clearbit.api.enrichCompany(domain=\"auratherapeutics.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00759","actor":"rep_01","timestamp":"2026-02-12T22:37:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00759:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":196,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"hubspot.api.getTimelineEvents(domain=\"auratherapeutics.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00759","actor":"rep_01","timestamp":"2026-02-12T22:40:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00759:05","content":"Fit and engagement score computed for Aura Therapeutics: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":155,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00759","actor":"rep_01","timestamp":"2026-02-12T23:01:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00759:06","content":"Qualification dossier generated for Aura Therapeutics: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00759\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":219,"raw_payload":"{\"note_id\":\"nt_crm_00759\",\"attached_to\":\"hs_crm_00759\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00759\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00759","actor":"rep_01","timestamp":"2026-02-12T23:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00759:07","content":"HubSpot Lead converted to Opportunity for Aura Therapeutics: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=281837)","http_status":200,"latency_ms":122,"raw_payload":"{\"dealId\":\"dl_crm_00759\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"hubspot.api.createDeal(dealname=\"Aura Therapeutics Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=281837)"}},{"episode_id":"crm_00759","actor":"rep_01","timestamp":"2026-02-12T23:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00759:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00759)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00759\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00759\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00760","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-01-20T15:49:00.000Z","closed_at":"2026-01-20T17:17:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($158k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00760","actor":"rep_37","timestamp":"2026-01-20T15:49:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00760:00","content":"Operational trigger received from hubspot for Apex Retail Group ($158k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":147,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$158k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00760","actor":"rep_37","timestamp":"2026-01-20T15:58:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00760:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00760\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":70,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00760\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00760","actor":"rep_37","timestamp":"2026-01-20T16:03:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00760:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":154,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00760\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00760","actor":"rep_37","timestamp":"2026-01-20T16:01:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00760:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":197,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00760","actor":"rep_37","timestamp":"2026-01-20T16:17:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00760:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":201,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00760","actor":"rep_37","timestamp":"2026-01-20T16:29:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00760:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":225,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00760","actor":"rep_37","timestamp":"2026-01-20T16:07:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00760:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00760\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":98,"raw_payload":"{\"note_id\":\"nt_crm_00760\",\"attached_to\":\"hs_crm_00760\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00760\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00760","actor":"rep_37","timestamp":"2026-01-20T16:52:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00760:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=299030)","http_status":200,"latency_ms":179,"raw_payload":"{\"dealId\":\"dl_crm_00760\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=299030)"}},{"episode_id":"crm_00760","actor":"rep_37","timestamp":"2026-01-20T17:17:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00760:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00760)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00760\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":249,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00760\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00761","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-01-12T02:19:00.000Z","closed_at":"2026-01-12T03:47:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($434k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00761","actor":"rep_11","timestamp":"2026-01-12T02:19:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00761:00","content":"Operational trigger received from hubspot for NovaBio Labs ($434k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":86,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$434k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00761","actor":"rep_11","timestamp":"2026-01-12T02:24:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00761:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00761\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":59,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00761\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00761","actor":"rep_11","timestamp":"2026-01-12T02:39:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00761:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":279,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00761\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00761","actor":"rep_11","timestamp":"2026-01-12T02:52:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00761:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":176,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00761","actor":"rep_11","timestamp":"2026-01-12T02:59:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00761:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":227,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00761","actor":"rep_11","timestamp":"2026-01-12T02:59:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00761:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":251,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00761","actor":"rep_11","timestamp":"2026-01-12T03:13:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00761:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00761\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":169,"raw_payload":"{\"note_id\":\"nt_crm_00761\",\"attached_to\":\"hs_crm_00761\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00761\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00761","actor":"rep_11","timestamp":"2026-01-12T03:15:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00761:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=110217)","http_status":200,"latency_ms":210,"raw_payload":"{\"dealId\":\"dl_crm_00761\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=110217)"}},{"episode_id":"crm_00761","actor":"rep_11","timestamp":"2026-01-12T03:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00761:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00761)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00761\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":274,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00761\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00762","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-02-11T03:08:00.000Z","closed_at":"2026-02-11T03:48:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($96k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00762","actor":"rep_37","timestamp":"2026-02-11T03:08:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00762:00","content":"Operational trigger received from hubspot for CloudScale Data ($96k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$96k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00762","actor":"rep_37","timestamp":"2026-02-11T03:16:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00762:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00762\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":118,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00762\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00762","actor":"rep_37","timestamp":"2026-02-11T03:18:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00762:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":102,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00762\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00762","actor":"rep_37","timestamp":"2026-02-11T03:41:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00762:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":173,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00762","actor":"rep_37","timestamp":"2026-02-11T03:28:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00762:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":298,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00762","actor":"rep_37","timestamp":"2026-02-11T03:28:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00762:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":218,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00762","actor":"rep_37","timestamp":"2026-02-11T03:44:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00762:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00762\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":256,"raw_payload":"{\"note_id\":\"nt_crm_00762\",\"attached_to\":\"hs_crm_00762\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00762\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00762","actor":"rep_37","timestamp":"2026-02-11T04:18:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00762:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=433006)","http_status":200,"latency_ms":144,"raw_payload":"{\"dealId\":\"dl_crm_00762\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=433006)"}},{"episode_id":"crm_00762","actor":"rep_37","timestamp":"2026-02-11T03:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00762:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00762)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00762\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":56,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00762\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00763","actor":"rep_11","actor_name":"David Kim","company":"Apex Retail Group","opened_at":"2026-02-22T11:09:00.000Z","closed_at":"2026-02-22T11:57:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($229k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00763","actor":"rep_11","timestamp":"2026-02-22T11:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00763:00","content":"Operational trigger received from hubspot for Apex Retail Group ($229k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$229k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00763","actor":"rep_11","timestamp":"2026-02-22T11:13:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00763:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00763\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":47,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00763\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00763","actor":"rep_11","timestamp":"2026-02-22T11:19:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00763:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":254,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00763\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00763","actor":"rep_11","timestamp":"2026-02-22T11:30:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00763:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":140,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00763","actor":"rep_11","timestamp":"2026-02-22T11:21:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00763:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":125,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00763","actor":"rep_11","timestamp":"2026-02-22T11:59:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00763:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":78,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00763","actor":"rep_11","timestamp":"2026-02-22T11:27:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00763:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00763\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":274,"raw_payload":"{\"note_id\":\"nt_crm_00763\",\"attached_to\":\"hs_crm_00763\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00763\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00763","actor":"rep_11","timestamp":"2026-02-22T12:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00763:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=266978)","http_status":200,"latency_ms":333,"raw_payload":"{\"dealId\":\"dl_crm_00763\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=266978)"}},{"episode_id":"crm_00763","actor":"rep_11","timestamp":"2026-02-22T11:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00763:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00763)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00763\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00763\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00764","actor":"rep_32","actor_name":"Liam O'Connor","company":"Sentinel Networks","opened_at":"2026-03-11T16:39:00.000Z","closed_at":"2026-03-11T18:07:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($237k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00764","actor":"rep_32","timestamp":"2026-03-11T16:39:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00764:00","content":"Operational trigger received from hubspot for Sentinel Networks ($237k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$237k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00764","actor":"rep_32","timestamp":"2026-03-11T16:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00764:01","content":"Inbound inquiry from CTO at Sentinel Networks: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00764\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":190,"raw_payload":"From: \"David Vance\" <cto@sentinelnetworks.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@sentinelnetworks.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00764\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00764","actor":"rep_32","timestamp":"2026-03-11T16:49:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00764:02","content":"HubSpot account record verified for Sentinel Networks: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":111,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00764\",\"properties\":{\"domain\":\"sentinelnetworks.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"sentinelnetworks.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"sentinelnetworks.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00764","actor":"rep_32","timestamp":"2026-03-11T16:51:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00764:03","content":"Clearbit enrichment fetched for Sentinel Networks: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":300,"raw_payload":"{\"name\":\"Sentinel Networks\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"clearbit.api.enrichCompany(domain=\"sentinelnetworks.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00764","actor":"rep_32","timestamp":"2026-03-11T17:11:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00764:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":230,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"hubspot.api.getTimelineEvents(domain=\"sentinelnetworks.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00764","actor":"rep_32","timestamp":"2026-03-11T17:09:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00764:05","content":"Fit and engagement score computed for Sentinel Networks: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":112,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00764","actor":"rep_32","timestamp":"2026-03-11T17:27:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00764:06","content":"Qualification dossier generated for Sentinel Networks: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00764\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":331,"raw_payload":"{\"note_id\":\"nt_crm_00764\",\"attached_to\":\"hs_crm_00764\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00764\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00764","actor":"rep_32","timestamp":"2026-03-11T17:00:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00764:07","content":"HubSpot Lead converted to Opportunity for Sentinel Networks: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=295013)","http_status":200,"latency_ms":147,"raw_payload":"{\"dealId\":\"dl_crm_00764\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"hubspot.api.createDeal(dealname=\"Sentinel Networks Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=295013)"}},{"episode_id":"crm_00764","actor":"rep_32","timestamp":"2026-03-11T18:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00764:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00764)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00764\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":148,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00764\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00765","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-01-25T12:10:00.000Z","closed_at":"2026-01-25T12:42:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($326k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00765","actor":"rep_32","timestamp":"2026-01-25T12:10:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00765:00","content":"Operational trigger received from hubspot for Vertex Cyber ($326k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":89,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$326k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00765","actor":"rep_32","timestamp":"2026-01-25T12:19:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00765:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00765\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":112,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00765\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00765","actor":"rep_32","timestamp":"2026-01-25T12:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00765:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":221,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00765\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00765","actor":"rep_32","timestamp":"2026-01-25T12:22:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00765:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":229,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00765","actor":"rep_32","timestamp":"2026-01-25T12:22:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00765:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":135,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00765","actor":"rep_32","timestamp":"2026-01-25T12:35:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00765:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":121,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00765","actor":"rep_32","timestamp":"2026-01-25T13:10:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00765:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00765\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":317,"raw_payload":"{\"note_id\":\"nt_crm_00765\",\"attached_to\":\"hs_crm_00765\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00765\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00765","actor":"rep_32","timestamp":"2026-01-25T12:52:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00765:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=226182)","http_status":200,"latency_ms":183,"raw_payload":"{\"dealId\":\"dl_crm_00765\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=226182)"}},{"episode_id":"crm_00765","actor":"rep_32","timestamp":"2026-01-25T12:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00765:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00765)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00765\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":268,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00765\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00766","actor":"rep_32","actor_name":"Liam O'Connor","company":"OmniChannel Inc","opened_at":"2026-01-04T01:32:00.000Z","closed_at":"2026-01-04T02:20:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($401k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00766","actor":"rep_32","timestamp":"2026-01-04T01:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00766:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($401k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":266,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$401k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00766","actor":"rep_32","timestamp":"2026-01-04T01:35:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00766:01","content":"Inbound inquiry from CTO at OmniChannel Inc: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.91,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00766\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":120,"raw_payload":"From: \"David Vance\" <cto@omnichannelinc.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@omnichannelinc.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00766\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00766","actor":"rep_32","timestamp":"2026-01-04T01:42:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00766:02","content":"HubSpot account record verified for OmniChannel Inc: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":121,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00766\",\"properties\":{\"domain\":\"omnichannelinc.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"omnichannelinc.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"omnichannelinc.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00766","actor":"rep_32","timestamp":"2026-01-04T02:02:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00766:03","content":"Clearbit enrichment fetched for OmniChannel Inc: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":310,"raw_payload":"{\"name\":\"OmniChannel Inc\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"clearbit.api.enrichCompany(domain=\"omnichannelinc.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00766","actor":"rep_32","timestamp":"2026-01-04T02:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00766:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":236,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"hubspot.api.getTimelineEvents(domain=\"omnichannelinc.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00766","actor":"rep_32","timestamp":"2026-01-04T02:02:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00766:05","content":"Fit and engagement score computed for OmniChannel Inc: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":126,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00766","actor":"rep_32","timestamp":"2026-01-04T02:14:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00766:06","content":"Qualification dossier generated for OmniChannel Inc: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00766\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":176,"raw_payload":"{\"note_id\":\"nt_crm_00766\",\"attached_to\":\"hs_crm_00766\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00766\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00766","actor":"rep_32","timestamp":"2026-01-04T01:53:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00766:07","content":"HubSpot Lead converted to Opportunity for OmniChannel Inc: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=176914)","http_status":200,"latency_ms":287,"raw_payload":"{\"dealId\":\"dl_crm_00766\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"hubspot.api.createDeal(dealname=\"OmniChannel Inc Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=176914)"}},{"episode_id":"crm_00766","actor":"rep_32","timestamp":"2026-01-04T02:20:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00766:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00766)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00766\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":244,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00766\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00767","actor":"rep_32","actor_name":"Liam O'Connor","company":"Apex Retail Group","opened_at":"2026-01-19T03:51:00.000Z","closed_at":"2026-01-19T04:23:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($455k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00767","actor":"rep_32","timestamp":"2026-01-19T03:51:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00767:00","content":"Operational trigger received from hubspot for Apex Retail Group ($455k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":143,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$455k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00767","actor":"rep_32","timestamp":"2026-01-19T03:59:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00767:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00767\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":228,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00767\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00767","actor":"rep_32","timestamp":"2026-01-19T04:03:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00767:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":251,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00767\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00767","actor":"rep_32","timestamp":"2026-01-19T04:18:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00767:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":198,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00767","actor":"rep_32","timestamp":"2026-01-19T04:07:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00767:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":158,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00767","actor":"rep_32","timestamp":"2026-01-19T04:46:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00767:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":278,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00767","actor":"rep_32","timestamp":"2026-01-19T04:39:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00767:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00767\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":277,"raw_payload":"{\"note_id\":\"nt_crm_00767\",\"attached_to\":\"hs_crm_00767\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00767\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00767","actor":"rep_32","timestamp":"2026-01-19T04:26:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00767:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=197217)","http_status":200,"latency_ms":298,"raw_payload":"{\"dealId\":\"dl_crm_00767\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=197217)"}},{"episode_id":"crm_00767","actor":"rep_32","timestamp":"2026-01-19T04:23:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00767:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00767)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00767\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":152,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00767\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00768","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-02-28T03:46:00.000Z","closed_at":"2026-02-28T05:06:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($66k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00768","actor":"rep_25","timestamp":"2026-02-28T03:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00768:00","content":"Operational trigger received from hubspot for Stripe Technologies ($66k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":246,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$66k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00768","actor":"rep_25","timestamp":"2026-02-28T03:55:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00768:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.92,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00768\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":271,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00768\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00768","actor":"rep_25","timestamp":"2026-02-28T04:02:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00768:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":226,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00768\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00768","actor":"rep_25","timestamp":"2026-02-28T04:01:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00768:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":162,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00768","actor":"rep_25","timestamp":"2026-02-28T03:58:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00768:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":262,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00768","actor":"rep_25","timestamp":"2026-02-28T04:11:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00768:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":92,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00768","actor":"rep_25","timestamp":"2026-02-28T04:34:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00768:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00768\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":315,"raw_payload":"{\"note_id\":\"nt_crm_00768\",\"attached_to\":\"hs_crm_00768\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00768\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00768","actor":"rep_25","timestamp":"2026-02-28T04:56:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00768:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=453144)","http_status":200,"latency_ms":235,"raw_payload":"{\"dealId\":\"dl_crm_00768\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=453144)"}},{"episode_id":"crm_00768","actor":"rep_25","timestamp":"2026-02-28T05:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00768:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00768)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00768\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":82,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00768\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00769","actor":"rep_20","actor_name":"Maya Patel","company":"Stripe Technologies","opened_at":"2026-02-15T00:39:00.000Z","closed_at":"2026-02-15T02:07:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($143k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00769","actor":"rep_20","timestamp":"2026-02-15T00:39:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00769:00","content":"Operational trigger received from hubspot for Stripe Technologies ($143k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":70,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$143k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00769","actor":"rep_20","timestamp":"2026-02-15T00:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00769:01","content":"Inbound inquiry from CTO at Stripe Technologies: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00769\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":98,"raw_payload":"From: \"David Vance\" <cto@stripetechnologies.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@stripetechnologies.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00769\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00769","actor":"rep_20","timestamp":"2026-02-15T00:47:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00769:02","content":"HubSpot account record verified for Stripe Technologies: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":258,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00769\",\"properties\":{\"domain\":\"stripetechnologies.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"stripetechnologies.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"stripetechnologies.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00769","actor":"rep_20","timestamp":"2026-02-15T01:06:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00769:03","content":"Clearbit enrichment fetched for Stripe Technologies: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":279,"raw_payload":"{\"name\":\"Stripe Technologies\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"clearbit.api.enrichCompany(domain=\"stripetechnologies.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00769","actor":"rep_20","timestamp":"2026-02-15T01:03:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00769:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":238,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"hubspot.api.getTimelineEvents(domain=\"stripetechnologies.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00769","actor":"rep_20","timestamp":"2026-02-15T01:34:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00769:05","content":"Fit and engagement score computed for Stripe Technologies: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":171,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00769","actor":"rep_20","timestamp":"2026-02-15T01:27:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00769:06","content":"Qualification dossier generated for Stripe Technologies: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00769\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":156,"raw_payload":"{\"note_id\":\"nt_crm_00769\",\"attached_to\":\"hs_crm_00769\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00769\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00769","actor":"rep_20","timestamp":"2026-02-15T01:21:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00769:07","content":"HubSpot Lead converted to Opportunity for Stripe Technologies: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=284596)","http_status":200,"latency_ms":321,"raw_payload":"{\"dealId\":\"dl_crm_00769\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"hubspot.api.createDeal(dealname=\"Stripe Technologies Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=284596)"}},{"episode_id":"crm_00769","actor":"rep_20","timestamp":"2026-02-15T02:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00769:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00769)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00769\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00769\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00770","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-01-10T20:07:00.000Z","closed_at":"2026-01-10T20:47:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($424k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00770","actor":"rep_01","timestamp":"2026-01-10T20:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00770:00","content":"Operational trigger received from hubspot for FinTech Global ($424k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$424k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00770","actor":"rep_01","timestamp":"2026-01-10T20:11:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00770:01","content":"Inbound inquiry from CTO at FinTech Global: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.88,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00770\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":283,"raw_payload":"From: \"David Vance\" <cto@fintechglobal.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@fintechglobal.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00770\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00770","actor":"rep_01","timestamp":"2026-01-10T20:15:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00770:02","content":"HubSpot account record verified for FinTech Global: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":211,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00770\",\"properties\":{\"domain\":\"fintechglobal.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"fintechglobal.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"fintechglobal.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00770","actor":"rep_01","timestamp":"2026-01-10T20:19:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00770:03","content":"Clearbit enrichment fetched for FinTech Global: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":186,"raw_payload":"{\"name\":\"FinTech Global\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"clearbit.api.enrichCompany(domain=\"fintechglobal.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00770","actor":"rep_01","timestamp":"2026-01-10T20:31:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00770:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":263,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"hubspot.api.getTimelineEvents(domain=\"fintechglobal.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00770","actor":"rep_01","timestamp":"2026-01-10T20:22:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00770:05","content":"Fit and engagement score computed for FinTech Global: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":184,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00770","actor":"rep_01","timestamp":"2026-01-10T20:49:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00770:06","content":"Qualification dossier generated for FinTech Global: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00770\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":239,"raw_payload":"{\"note_id\":\"nt_crm_00770\",\"attached_to\":\"hs_crm_00770\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00770\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00770","actor":"rep_01","timestamp":"2026-01-10T21:03:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00770:07","content":"HubSpot Lead converted to Opportunity for FinTech Global: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=211473)","http_status":200,"latency_ms":263,"raw_payload":"{\"dealId\":\"dl_crm_00770\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"hubspot.api.createDeal(dealname=\"FinTech Global Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=211473)"}},{"episode_id":"crm_00770","actor":"rep_01","timestamp":"2026-01-10T20:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00770:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00770)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00770\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":243,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00770\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00771","actor":"rep_19","actor_name":"James Wilson","company":"NovaBio Labs","opened_at":"2026-01-20T14:58:00.000Z","closed_at":"2026-01-20T15:38:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($423k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00771","actor":"rep_19","timestamp":"2026-01-20T14:58:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00771:00","content":"Operational trigger received from hubspot for NovaBio Labs ($423k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":179,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$423k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00771","actor":"rep_19","timestamp":"2026-01-20T15:07:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00771:01","content":"Inbound inquiry from CTO at NovaBio Labs: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00771\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":50,"raw_payload":"From: \"David Vance\" <cto@novabiolabs.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@novabiolabs.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00771\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00771","actor":"rep_19","timestamp":"2026-01-20T15:06:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00771:02","content":"HubSpot account record verified for NovaBio Labs: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":209,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00771\",\"properties\":{\"domain\":\"novabiolabs.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"novabiolabs.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"novabiolabs.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00771","actor":"rep_19","timestamp":"2026-01-20T15:07:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00771:03","content":"Clearbit enrichment fetched for NovaBio Labs: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":333,"raw_payload":"{\"name\":\"NovaBio Labs\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"clearbit.api.enrichCompany(domain=\"novabiolabs.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00771","actor":"rep_19","timestamp":"2026-01-20T15:18:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00771:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":139,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"hubspot.api.getTimelineEvents(domain=\"novabiolabs.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00771","actor":"rep_19","timestamp":"2026-01-20T15:38:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00771:05","content":"Fit and engagement score computed for NovaBio Labs: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":131,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00771","actor":"rep_19","timestamp":"2026-01-20T15:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00771:06","content":"Qualification dossier generated for NovaBio Labs: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00771\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":226,"raw_payload":"{\"note_id\":\"nt_crm_00771\",\"attached_to\":\"hs_crm_00771\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00771\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00771","actor":"rep_19","timestamp":"2026-01-20T15:33:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00771:07","content":"HubSpot Lead converted to Opportunity for NovaBio Labs: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=265613)","http_status":200,"latency_ms":178,"raw_payload":"{\"dealId\":\"dl_crm_00771\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"hubspot.api.createDeal(dealname=\"NovaBio Labs Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=265613)"}},{"episode_id":"crm_00771","actor":"rep_19","timestamp":"2026-01-20T15:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00771:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00771)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00771\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":265,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00771\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00772","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-01-22T10:13:00.000Z","closed_at":"2026-01-22T11:09:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($68k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00772","actor":"rep_14","timestamp":"2026-01-22T10:13:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00772:00","content":"Operational trigger received from hubspot for Apex Retail Group ($68k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":281,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$68k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00772","actor":"rep_14","timestamp":"2026-01-22T10:22:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00772:01","content":"Inbound inquiry from CTO at Apex Retail Group: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00772\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":90,"raw_payload":"From: \"David Vance\" <cto@apexretailgroup.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@apexretailgroup.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00772\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00772","actor":"rep_14","timestamp":"2026-01-22T10:33:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00772:02","content":"HubSpot account record verified for Apex Retail Group: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":202,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00772\",\"properties\":{\"domain\":\"apexretailgroup.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"apexretailgroup.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"apexretailgroup.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00772","actor":"rep_14","timestamp":"2026-01-22T10:22:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00772:03","content":"Clearbit enrichment fetched for Apex Retail Group: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":180,"raw_payload":"{\"name\":\"Apex Retail Group\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"clearbit.api.enrichCompany(domain=\"apexretailgroup.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00772","actor":"rep_14","timestamp":"2026-01-22T10:53:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00772:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":207,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"hubspot.api.getTimelineEvents(domain=\"apexretailgroup.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00772","actor":"rep_14","timestamp":"2026-01-22T10:43:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00772:05","content":"Fit and engagement score computed for Apex Retail Group: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":55,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00772","actor":"rep_14","timestamp":"2026-01-22T11:19:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00772:06","content":"Qualification dossier generated for Apex Retail Group: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00772\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":98,"raw_payload":"{\"note_id\":\"nt_crm_00772\",\"attached_to\":\"hs_crm_00772\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00772\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00772","actor":"rep_14","timestamp":"2026-01-22T10:48:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00772:07","content":"HubSpot Lead converted to Opportunity for Apex Retail Group: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=443370)","http_status":200,"latency_ms":322,"raw_payload":"{\"dealId\":\"dl_crm_00772\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"hubspot.api.createDeal(dealname=\"Apex Retail Group Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=443370)"}},{"episode_id":"crm_00772","actor":"rep_14","timestamp":"2026-01-22T11:09:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00772:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00772)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00772\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00772\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00773","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-01-20T22:45:00.000Z","closed_at":"2026-01-20T23:25:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($425k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00773","actor":"rep_32","timestamp":"2026-01-20T22:45:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00773:00","content":"Operational trigger received from hubspot for Vanguard Financial ($425k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":143,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$425k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00773","actor":"rep_32","timestamp":"2026-01-20T22:56:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00773:01","content":"Inbound inquiry from CTO at Vanguard Financial: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00773\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":70,"raw_payload":"From: \"David Vance\" <cto@vanguardfinancial.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vanguardfinancial.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00773\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00773","actor":"rep_32","timestamp":"2026-01-20T22:53:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00773:02","content":"HubSpot account record verified for Vanguard Financial: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":102,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00773\",\"properties\":{\"domain\":\"vanguardfinancial.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vanguardfinancial.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vanguardfinancial.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00773","actor":"rep_32","timestamp":"2026-01-20T23:15:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00773:03","content":"Clearbit enrichment fetched for Vanguard Financial: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":342,"raw_payload":"{\"name\":\"Vanguard Financial\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"clearbit.api.enrichCompany(domain=\"vanguardfinancial.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00773","actor":"rep_32","timestamp":"2026-01-20T22:57:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00773:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":185,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"hubspot.api.getTimelineEvents(domain=\"vanguardfinancial.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00773","actor":"rep_32","timestamp":"2026-01-20T23:40:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00773:05","content":"Fit and engagement score computed for Vanguard Financial: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":143,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00773","actor":"rep_32","timestamp":"2026-01-20T23:45:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00773:06","content":"Qualification dossier generated for Vanguard Financial: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00773\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":201,"raw_payload":"{\"note_id\":\"nt_crm_00773\",\"attached_to\":\"hs_crm_00773\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00773\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00773","actor":"rep_32","timestamp":"2026-01-20T23:55:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00773:07","content":"HubSpot Lead converted to Opportunity for Vanguard Financial: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=341753)","http_status":200,"latency_ms":338,"raw_payload":"{\"dealId\":\"dl_crm_00773\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"hubspot.api.createDeal(dealname=\"Vanguard Financial Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=341753)"}},{"episode_id":"crm_00773","actor":"rep_32","timestamp":"2026-01-20T23:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00773:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00773)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00773\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":141,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00773\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00774","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-03-27T13:02:00.000Z","closed_at":"2026-03-27T14:30:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($93k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00774","actor":"rep_37","timestamp":"2026-03-27T13:02:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00774:00","content":"Operational trigger received from hubspot for Nexus AI ($93k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":187,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$93k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00774","actor":"rep_37","timestamp":"2026-03-27T13:08:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00774:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.94,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00774\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":60,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00774\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00774","actor":"rep_37","timestamp":"2026-03-27T13:14:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00774:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":87,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00774\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00774","actor":"rep_37","timestamp":"2026-03-27T13:35:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00774:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":338,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00774","actor":"rep_37","timestamp":"2026-03-27T13:22:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00774:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":288,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00774","actor":"rep_37","timestamp":"2026-03-27T13:47:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00774:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":144,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00774","actor":"rep_37","timestamp":"2026-03-27T13:50:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00774:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00774\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":127,"raw_payload":"{\"note_id\":\"nt_crm_00774\",\"attached_to\":\"hs_crm_00774\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00774\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00774","actor":"rep_37","timestamp":"2026-03-27T14:12:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00774:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=147573)","http_status":200,"latency_ms":159,"raw_payload":"{\"dealId\":\"dl_crm_00774\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=147573)"}},{"episode_id":"crm_00774","actor":"rep_37","timestamp":"2026-03-27T14:30:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00774:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00774)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00774\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":215,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00774\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00775","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-03-02T12:00:00.000Z","closed_at":"2026-03-02T13:04:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($73k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00775","actor":"rep_31","timestamp":"2026-03-02T12:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00775:00","content":"Operational trigger received from hubspot for Beacon Energy ($73k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":234,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$73k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00775","actor":"rep_31","timestamp":"2026-03-02T12:07:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00775:01","content":"Inbound inquiry from CTO at Beacon Energy: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00775\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":175,"raw_payload":"From: \"David Vance\" <cto@beaconenergy.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@beaconenergy.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00775\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00775","actor":"rep_31","timestamp":"2026-03-02T12:16:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00775:02","content":"HubSpot account record verified for Beacon Energy: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":169,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00775\",\"properties\":{\"domain\":\"beaconenergy.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"beaconenergy.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"beaconenergy.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00775","actor":"rep_31","timestamp":"2026-03-02T12:24:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00775:03","content":"Clearbit enrichment fetched for Beacon Energy: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":195,"raw_payload":"{\"name\":\"Beacon Energy\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"clearbit.api.enrichCompany(domain=\"beaconenergy.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00775","actor":"rep_31","timestamp":"2026-03-02T12:12:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00775:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":233,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"hubspot.api.getTimelineEvents(domain=\"beaconenergy.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00775","actor":"rep_31","timestamp":"2026-03-02T12:45:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00775:05","content":"Fit and engagement score computed for Beacon Energy: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":81,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00775","actor":"rep_31","timestamp":"2026-03-02T12:24:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00775:06","content":"Qualification dossier generated for Beacon Energy: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00775\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":223,"raw_payload":"{\"note_id\":\"nt_crm_00775\",\"attached_to\":\"hs_crm_00775\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00775\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00775","actor":"rep_31","timestamp":"2026-03-02T12:28:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00775:07","content":"HubSpot Lead converted to Opportunity for Beacon Energy: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=417347)","http_status":200,"latency_ms":200,"raw_payload":"{\"dealId\":\"dl_crm_00775\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"hubspot.api.createDeal(dealname=\"Beacon Energy Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=417347)"}},{"episode_id":"crm_00775","actor":"rep_31","timestamp":"2026-03-02T13:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00775:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00775)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00775\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":159,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00775\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00776","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-01-14T19:28:00.000Z","closed_at":"2026-01-14T20:56:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($80k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00776","actor":"rep_37","timestamp":"2026-01-14T19:28:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00776:00","content":"Operational trigger received from hubspot for Acme Health Systems ($80k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$80k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00776","actor":"rep_37","timestamp":"2026-01-14T19:39:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00776:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.95,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00776\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":233,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00776\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00776","actor":"rep_37","timestamp":"2026-01-14T19:48:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00776:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":267,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00776\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00776","actor":"rep_37","timestamp":"2026-01-14T19:46:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00776:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":273,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00776","actor":"rep_37","timestamp":"2026-01-14T19:52:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00776:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":240,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00776","actor":"rep_37","timestamp":"2026-01-14T20:03:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00776:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":252,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00776","actor":"rep_37","timestamp":"2026-01-14T20:22:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00776:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00776\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":96,"raw_payload":"{\"note_id\":\"nt_crm_00776\",\"attached_to\":\"hs_crm_00776\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00776\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00776","actor":"rep_37","timestamp":"2026-01-14T20:24:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00776:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=162560)","http_status":200,"latency_ms":269,"raw_payload":"{\"dealId\":\"dl_crm_00776\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=162560)"}},{"episode_id":"crm_00776","actor":"rep_37","timestamp":"2026-01-14T20:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00776:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00776)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00776\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00776\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00777","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-01-16T21:12:00.000Z","closed_at":"2026-01-16T22:00:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($358k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00777","actor":"rep_19","timestamp":"2026-01-16T21:12:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00777:00","content":"Operational trigger received from hubspot for Pinnacle Media ($358k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$358k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00777","actor":"rep_19","timestamp":"2026-01-16T21:16:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00777:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.97,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00777\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":245,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00777\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00777","actor":"rep_19","timestamp":"2026-01-16T21:22:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00777:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":292,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00777\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00777","actor":"rep_19","timestamp":"2026-01-16T21:27:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00777:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":322,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00777","actor":"rep_19","timestamp":"2026-01-16T21:40:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00777:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":138,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00777","actor":"rep_19","timestamp":"2026-01-16T21:57:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00777:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":230,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00777","actor":"rep_19","timestamp":"2026-01-16T21:30:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00777:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00777\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":99,"raw_payload":"{\"note_id\":\"nt_crm_00777\",\"attached_to\":\"hs_crm_00777\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00777\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00777","actor":"rep_19","timestamp":"2026-01-16T22:29:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00777:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=411705)","http_status":200,"latency_ms":158,"raw_payload":"{\"dealId\":\"dl_crm_00777\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=411705)"}},{"episode_id":"crm_00777","actor":"rep_19","timestamp":"2026-01-16T22:00:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00777:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00777)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00777\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00777\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00778","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-03-05T19:43:00.000Z","closed_at":"2026-03-05T20:23:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($251k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00778","actor":"rep_01","timestamp":"2026-03-05T19:43:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00778:00","content":"Operational trigger received from hubspot for CloudScale Data ($251k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":113,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$251k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00778","actor":"rep_01","timestamp":"2026-03-05T19:52:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00778:01","content":"Inbound inquiry from CTO at CloudScale Data: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00778\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":118,"raw_payload":"From: \"David Vance\" <cto@cloudscaledata.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@cloudscaledata.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00778\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00778","actor":"rep_01","timestamp":"2026-03-05T20:05:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00778:02","content":"HubSpot account record verified for CloudScale Data: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":91,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00778\",\"properties\":{\"domain\":\"cloudscaledata.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"cloudscaledata.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"cloudscaledata.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00778","actor":"rep_01","timestamp":"2026-03-05T19:55:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00778:03","content":"Clearbit enrichment fetched for CloudScale Data: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":150,"raw_payload":"{\"name\":\"CloudScale Data\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"clearbit.api.enrichCompany(domain=\"cloudscaledata.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00778","actor":"rep_01","timestamp":"2026-03-05T19:55:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00778:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":243,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"hubspot.api.getTimelineEvents(domain=\"cloudscaledata.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00778","actor":"rep_01","timestamp":"2026-03-05T20:28:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00778:05","content":"Fit and engagement score computed for CloudScale Data: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":246,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00778","actor":"rep_01","timestamp":"2026-03-05T20:43:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00778:06","content":"Qualification dossier generated for CloudScale Data: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00778\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":190,"raw_payload":"{\"note_id\":\"nt_crm_00778\",\"attached_to\":\"hs_crm_00778\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00778\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00778","actor":"rep_01","timestamp":"2026-03-05T20:11:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00778:07","content":"HubSpot Lead converted to Opportunity for CloudScale Data: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=460688)","http_status":200,"latency_ms":290,"raw_payload":"{\"dealId\":\"dl_crm_00778\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"hubspot.api.createDeal(dealname=\"CloudScale Data Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=460688)"}},{"episode_id":"crm_00778","actor":"rep_01","timestamp":"2026-03-05T20:23:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00778:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00778)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00778\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00778\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00779","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-01-15T19:05:00.000Z","closed_at":"2026-01-15T20:17:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($70k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00779","actor":"rep_01","timestamp":"2026-01-15T19:05:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00779:00","content":"Operational trigger received from hubspot for Nexus AI ($70k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$70k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00779","actor":"rep_01","timestamp":"2026-01-15T19:10:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00779:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.98,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00779\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":100,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00779\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00779","actor":"rep_01","timestamp":"2026-01-15T19:23:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00779:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":209,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00779\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00779","actor":"rep_01","timestamp":"2026-01-15T19:29:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00779:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":225,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00779","actor":"rep_01","timestamp":"2026-01-15T19:17:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00779:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":123,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00779","actor":"rep_01","timestamp":"2026-01-15T19:40:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00779:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":49,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00779","actor":"rep_01","timestamp":"2026-01-15T20:11:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00779:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00779\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":247,"raw_payload":"{\"note_id\":\"nt_crm_00779\",\"attached_to\":\"hs_crm_00779\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00779\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00779","actor":"rep_01","timestamp":"2026-01-15T20:01:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00779:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=133387)","http_status":200,"latency_ms":336,"raw_payload":"{\"dealId\":\"dl_crm_00779\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=133387)"}},{"episode_id":"crm_00779","actor":"rep_01","timestamp":"2026-01-15T20:17:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00779:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00779)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00779\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":97,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00779\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00780","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-02-20T06:43:00.000Z","closed_at":"2026-02-20T07:15:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($282k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00780","actor":"rep_11","timestamp":"2026-02-20T06:43:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00780:00","content":"Operational trigger received from hubspot for Vertex Cyber ($282k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":208,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$282k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00780","actor":"rep_11","timestamp":"2026-02-20T06:47:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00780:01","content":"Inbound inquiry from CTO at Vertex Cyber: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.85,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00780\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":116,"raw_payload":"From: \"David Vance\" <cto@vertexcyber.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@vertexcyber.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00780\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00780","actor":"rep_11","timestamp":"2026-02-20T07:05:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00780:02","content":"HubSpot account record verified for Vertex Cyber: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":317,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00780\",\"properties\":{\"domain\":\"vertexcyber.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"vertexcyber.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"vertexcyber.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00780","actor":"rep_11","timestamp":"2026-02-20T06:58:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00780:03","content":"Clearbit enrichment fetched for Vertex Cyber: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":312,"raw_payload":"{\"name\":\"Vertex Cyber\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"clearbit.api.enrichCompany(domain=\"vertexcyber.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00780","actor":"rep_11","timestamp":"2026-02-20T07:27:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00780:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":275,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"hubspot.api.getTimelineEvents(domain=\"vertexcyber.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00780","actor":"rep_11","timestamp":"2026-02-20T07:18:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00780:05","content":"Fit and engagement score computed for Vertex Cyber: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":260,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00780","actor":"rep_11","timestamp":"2026-02-20T07:13:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00780:06","content":"Qualification dossier generated for Vertex Cyber: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00780\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":218,"raw_payload":"{\"note_id\":\"nt_crm_00780\",\"attached_to\":\"hs_crm_00780\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00780\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00780","actor":"rep_11","timestamp":"2026-02-20T07:46:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00780:07","content":"HubSpot Lead converted to Opportunity for Vertex Cyber: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=349630)","http_status":200,"latency_ms":157,"raw_payload":"{\"dealId\":\"dl_crm_00780\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"hubspot.api.createDeal(dealname=\"Vertex Cyber Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=349630)"}},{"episode_id":"crm_00780","actor":"rep_11","timestamp":"2026-02-20T07:15:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00780:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00780)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00780\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":152,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00780\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00781","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-02-21T15:47:00.000Z","closed_at":"2026-02-21T16:11:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($200k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00781","actor":"rep_11","timestamp":"2026-02-21T15:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00781:00","content":"Operational trigger received from hubspot for Pinnacle Media ($200k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":165,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$200k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00781","actor":"rep_11","timestamp":"2026-02-21T15:57:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00781:01","content":"Inbound inquiry from CTO at Pinnacle Media: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.89,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00781\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":151,"raw_payload":"From: \"David Vance\" <cto@pinnaclemedia.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@pinnaclemedia.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00781\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00781","actor":"rep_11","timestamp":"2026-02-21T15:53:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00781:02","content":"HubSpot account record verified for Pinnacle Media: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":269,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00781\",\"properties\":{\"domain\":\"pinnaclemedia.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"pinnaclemedia.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"pinnaclemedia.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00781","actor":"rep_11","timestamp":"2026-02-21T16:11:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00781:03","content":"Clearbit enrichment fetched for Pinnacle Media: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":296,"raw_payload":"{\"name\":\"Pinnacle Media\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"clearbit.api.enrichCompany(domain=\"pinnaclemedia.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00781","actor":"rep_11","timestamp":"2026-02-21T16:19:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00781:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":170,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"hubspot.api.getTimelineEvents(domain=\"pinnaclemedia.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00781","actor":"rep_11","timestamp":"2026-02-21T16:27:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00781:05","content":"Fit and engagement score computed for Pinnacle Media: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":272,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00781","actor":"rep_11","timestamp":"2026-02-21T16:11:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00781:06","content":"Qualification dossier generated for Pinnacle Media: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00781\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":239,"raw_payload":"{\"note_id\":\"nt_crm_00781\",\"attached_to\":\"hs_crm_00781\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00781\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00781","actor":"rep_11","timestamp":"2026-02-21T16:57:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00781:07","content":"HubSpot Lead converted to Opportunity for Pinnacle Media: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=140504)","http_status":200,"latency_ms":339,"raw_payload":"{\"dealId\":\"dl_crm_00781\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"hubspot.api.createDeal(dealname=\"Pinnacle Media Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=140504)"}},{"episode_id":"crm_00781","actor":"rep_11","timestamp":"2026-02-21T16:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00781:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00781)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00781\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":257,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00781\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00782","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-01-14T21:04:00.000Z","closed_at":"2026-01-14T21:36:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($173k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00782","actor":"rep_01","timestamp":"2026-01-14T21:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00782:00","content":"Operational trigger received from hubspot for Acme Health Systems ($173k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":239,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$173k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00782","actor":"rep_01","timestamp":"2026-01-14T21:15:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00782:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.86,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00782\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":241,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00782\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00782","actor":"rep_01","timestamp":"2026-01-14T21:14:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00782:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":272,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00782\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00782","actor":"rep_01","timestamp":"2026-01-14T21:31:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00782:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":198,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00782","actor":"rep_01","timestamp":"2026-01-14T21:20:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00782:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":161,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00782","actor":"rep_01","timestamp":"2026-01-14T21:19:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00782:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":127,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00782","actor":"rep_01","timestamp":"2026-01-14T21:52:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00782:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00782\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":287,"raw_payload":"{\"note_id\":\"nt_crm_00782\",\"attached_to\":\"hs_crm_00782\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00782\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00782","actor":"rep_01","timestamp":"2026-01-14T22:07:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00782:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=360620)","http_status":200,"latency_ms":340,"raw_payload":"{\"dealId\":\"dl_crm_00782\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=360620)"}},{"episode_id":"crm_00782","actor":"rep_01","timestamp":"2026-01-14T21:36:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00782:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00782)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00782\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00782\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00783","actor":"rep_19","actor_name":"James Wilson","company":"Nexus AI","opened_at":"2026-01-19T05:48:00.000Z","closed_at":"2026-01-19T06:52:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($340k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00783","actor":"rep_19","timestamp":"2026-01-19T05:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00783:00","content":"Operational trigger received from hubspot for Nexus AI ($340k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":282,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$340k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00783","actor":"rep_19","timestamp":"2026-01-19T05:53:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00783:01","content":"Inbound inquiry from CTO at Nexus AI: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.93,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00783\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":117,"raw_payload":"From: \"David Vance\" <cto@nexusai.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@nexusai.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00783\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00783","actor":"rep_19","timestamp":"2026-01-19T06:08:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00783:02","content":"HubSpot account record verified for Nexus AI: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":140,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00783\",\"properties\":{\"domain\":\"nexusai.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"nexusai.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"nexusai.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00783","actor":"rep_19","timestamp":"2026-01-19T06:00:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00783:03","content":"Clearbit enrichment fetched for Nexus AI: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":171,"raw_payload":"{\"name\":\"Nexus AI\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"clearbit.api.enrichCompany(domain=\"nexusai.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00783","actor":"rep_19","timestamp":"2026-01-19T06:16:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00783:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":180,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"hubspot.api.getTimelineEvents(domain=\"nexusai.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00783","actor":"rep_19","timestamp":"2026-01-19T06:23:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00783:05","content":"Fit and engagement score computed for Nexus AI: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":123,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00783","actor":"rep_19","timestamp":"2026-01-19T06:30:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00783:06","content":"Qualification dossier generated for Nexus AI: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00783\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":131,"raw_payload":"{\"note_id\":\"nt_crm_00783\",\"attached_to\":\"hs_crm_00783\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00783\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00783","actor":"rep_19","timestamp":"2026-01-19T06:23:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00783:07","content":"HubSpot Lead converted to Opportunity for Nexus AI: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=426194)","http_status":200,"latency_ms":161,"raw_payload":"{\"dealId\":\"dl_crm_00783\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"hubspot.api.createDeal(dealname=\"Nexus AI Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=426194)"}},{"episode_id":"crm_00783","actor":"rep_19","timestamp":"2026-01-19T06:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00783:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00783)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00783\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00783\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00784","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-01-29T09:34:00.000Z","closed_at":"2026-01-29T11:02:00.000Z","source":"hubspot","workflow_truth":"inbound_lead_qualification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Qualify an inbound lead and recommend the next sales action","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($127k ARR)","information_consulted":["account_looked_up","company_researched","prior_conversation_reviewed"],"actions_taken":["email_received","account_looked_up","company_researched","prior_conversation_reviewed","lead_scored","qualification_noted","crm_updated"],"decision_points":["qualify_or_nurture"],"constraints":["do not infer employee count without evidence","escalate strategic accounts"],"final_output":"qualify_or_nurture","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00784","actor":"rep_01","timestamp":"2026-01-29T09:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_00784:00","content":"Operational trigger received from hubspot for Acme Health Systems ($127k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":245,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$127k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00784","actor":"rep_01","timestamp":"2026-01-29T09:41:00.000Z","source":"hubspot","event_type":"email_received","object":"message:crm_00784:01","content":"Inbound inquiry from CTO at Acme Health Systems: 'Looking for enterprise deployment details for 350 engineers'","tool":"hubspot","arguments":{"object_type":"message","confidence":0.99,"tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00784\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")","http_status":200,"latency_ms":255,"raw_payload":"From: \"David Vance\" <cto@acmehealthsystems.com>\nSubject: Enterprise trial inquiry\nBody: We are evaluating vendors for our 350-engineer platform team...","from":"cto@acmehealthsystems.com","seats_requested":350,"intent_score":0.94},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"gmail.api.getMessage(msg_id=\"msg_crm_00784\", headers=[\"From\",\"Subject\",\"Date\"], format=\"full\")"}},{"episode_id":"crm_00784","actor":"rep_01","timestamp":"2026-01-29T09:42:00.000Z","source":"hubspot","event_type":"account_looked_up","object":"record:crm_00784:02","content":"HubSpot account record verified for Acme Health Systems: no active duplicate opportunities found","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])","http_status":200,"latency_ms":114,"raw_payload":"{\"total\":1,\"results\":[{\"id\":\"hs_crm_00784\",\"properties\":{\"domain\":\"acmehealthsystems.com\",\"lifecyclestage\":\"lead\"}}]}","domain":"acmehealthsystems.com","existing_record":false,"lifecycle_stage":"lead"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"hubspot.api.searchCompanies(filter={\"domain\":\"acmehealthsystems.com\"}, properties=[\"name\",\"lifecyclestage\",\"owner\"])"}},{"episode_id":"crm_00784","actor":"rep_01","timestamp":"2026-01-29T09:43:00.000Z","source":"hubspot","event_type":"company_researched","object":"record:crm_00784:03","content":"Clearbit enrichment fetched for Acme Health Systems: 450 employees, Series B, Cloud infrastructure focus","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")","http_status":200,"latency_ms":129,"raw_payload":"{\"name\":\"Acme Health Systems\",\"metrics\":{\"employees\":450,\"raised\":42000000},\"category\":{\"industry\":\"Cloud Software\"}}","employee_count":450,"funding_stage":"Series B","tech_stack":["AWS","Snowflake","Salesforce"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"clearbit.api.enrichCompany(domain=\"acmehealthsystems.com\", api_key=\"sk_live_***\")"}},{"episode_id":"crm_00784","actor":"rep_01","timestamp":"2026-01-29T10:14:00.000Z","source":"hubspot","event_type":"prior_conversation_reviewed","object":"record:crm_00784:04","content":"Checked historical communications: 1 webinar attendance 3 months ago by Staff DevOps Lead","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])","http_status":200,"latency_ms":171,"raw_payload":"{\"events\":[{\"type\":\"webinar_attended\",\"name\":\"Cloud Scale 2025\",\"date\":\"2025-11-12\"}]}","past_touchpoints":1,"prior_intent_tier":"medium"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"hubspot.api.getTimelineEvents(domain=\"acmehealthsystems.com\", event_types=[\"webinar\",\"email_open\"])"}},{"episode_id":"crm_00784","actor":"rep_01","timestamp":"2026-01-29T09:49:00.000Z","source":"hubspot","event_type":"lead_scored","object":"record:crm_00784:05","content":"Fit and engagement score computed for Acme Health Systems: 92/100 (Tier 1 Enterprise qualification)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)","http_status":200,"latency_ms":226,"raw_payload":"{\"score\":92,\"tier\":\"Tier 1 Enterprise\",\"routing_action\":\"auto_route_strategic_ae\"}","firmographic_score":95,"behavioral_score":89,"overall_lead_score":92},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.scoring.evaluateICP(firmographic_score=95, intent_score=89, tech_fit=1.0)"}},{"episode_id":"crm_00784","actor":"rep_01","timestamp":"2026-01-29T10:40:00.000Z","source":"hubspot","event_type":"qualification_noted","object":"record:crm_00784:06","content":"Qualification dossier generated for Acme Health Systems: marked as Tier 1 Strategic Account with 48h SLA","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00784\", body=\"Tier 1 Enterprise qualified by automated engine\")","http_status":200,"latency_ms":148,"raw_payload":"{\"note_id\":\"nt_crm_00784\",\"attached_to\":\"hs_crm_00784\",\"status\":\"created\"}","qualification_tier":"Tier 1 Enterprise","routing_rule":"Strategic AE Queue"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"hubspot.api.createNote(objectId=\"hs_crm_00784\", body=\"Tier 1 Enterprise qualified by automated engine\")"}},{"episode_id":"crm_00784","actor":"rep_01","timestamp":"2026-01-29T10:51:00.000Z","source":"hubspot","event_type":"crm_updated","object":"record:crm_00784:07","content":"HubSpot Lead converted to Opportunity for Acme Health Systems: assigned to Strategic Account Executive","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=222449)","http_status":200,"latency_ms":275,"raw_payload":"{\"dealId\":\"dl_crm_00784\",\"stage\":\"Discovery Scheduled\",\"owner\":\"Strategic AE\"}","deal_stage":"Discovery Scheduled","routing_target":"Strategic AE"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"hubspot.api.createDeal(dealname=\"Acme Health Systems Enterprise\", pipeline=\"Sales\", stage=\"Discovery\", amount=222449)"}},{"episode_id":"crm_00784","actor":"rep_01","timestamp":"2026-01-29T11:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_00784:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00784)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00784\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00784\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00785","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-01-12T13:28:00.000Z","closed_at":"2026-01-12T14:16:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($372k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00785","actor":"rep_19","timestamp":"2026-01-12T13:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00785:00","content":"Operational trigger received from salesforce for Apex Retail Group ($372k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":112,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$372k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00785","actor":"rep_19","timestamp":"2026-01-12T13:39:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00785:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $220k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=220106, discount=0.24, term=3)","http_status":200,"latency_ms":47,"raw_payload":"{\"exception_id\":\"exc_crm_00785\",\"list_arr\":220106,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":220106,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=220106, discount=0.24, term=3)"}},{"episode_id":"crm_00785","actor":"rep_19","timestamp":"2026-01-12T13:50:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00785:02","content":"Reviewed Opportunity terms for Apex Retail Group: $76661 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00785'\")","http_status":200,"latency_ms":310,"raw_payload":"{\"records\":[{\"NetARR__c\":76661,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":76661,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00785'\")"}},{"episode_id":"crm_00785","actor":"rep_19","timestamp":"2026-01-12T13:52:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00785:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=197533, cogs_rate=0.186)","http_status":200,"latency_ms":93,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=197533, cogs_rate=0.186)"}},{"episode_id":"crm_00785","actor":"rep_19","timestamp":"2026-01-12T13:48:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00785:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":168,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00785","actor":"rep_19","timestamp":"2026-01-12T13:43:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00785:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":141,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00785","actor":"rep_19","timestamp":"2026-01-12T14:22:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00785:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00785\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":214,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00785\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00785","actor":"rep_19","timestamp":"2026-01-12T14:38:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00785:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":110,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00785"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00785","actor":"rep_19","timestamp":"2026-01-12T14:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00785:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00785)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00785\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":119,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00785\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00786","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-02-11T12:24:00.000Z","closed_at":"2026-02-11T13:04:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($103k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00786","actor":"rep_01","timestamp":"2026-02-11T12:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00786:00","content":"Operational trigger received from salesforce for Acme Health Systems ($103k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":113,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$103k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00786","actor":"rep_01","timestamp":"2026-02-11T12:29:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00786:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $418k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=418394, discount=0.24, term=3)","http_status":200,"latency_ms":92,"raw_payload":"{\"exception_id\":\"exc_crm_00786\",\"list_arr\":418394,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":418394,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=418394, discount=0.24, term=3)"}},{"episode_id":"crm_00786","actor":"rep_01","timestamp":"2026-02-11T12:36:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00786:02","content":"Reviewed Opportunity terms for Acme Health Systems: $251646 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00786'\")","http_status":200,"latency_ms":252,"raw_payload":"{\"records\":[{\"NetARR__c\":251646,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":251646,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00786'\")"}},{"episode_id":"crm_00786","actor":"rep_01","timestamp":"2026-02-11T12:39:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00786:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=207970, cogs_rate=0.186)","http_status":200,"latency_ms":120,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=207970, cogs_rate=0.186)"}},{"episode_id":"crm_00786","actor":"rep_01","timestamp":"2026-02-11T12:36:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00786:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":156,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00786","actor":"rep_01","timestamp":"2026-02-11T13:09:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00786:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":134,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00786","actor":"rep_01","timestamp":"2026-02-11T13:24:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00786:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00786\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":343,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00786\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00786","actor":"rep_01","timestamp":"2026-02-11T13:41:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00786:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":140,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00786"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00786","actor":"rep_01","timestamp":"2026-02-11T13:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00786:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00786)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00786\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":275,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00786\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00787","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-03-15T15:11:00.000Z","closed_at":"2026-03-15T16:23:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($290k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00787","actor":"rep_09","timestamp":"2026-03-15T15:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00787:00","content":"Operational trigger received from salesforce for Stripe Technologies ($290k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$290k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00787","actor":"rep_09","timestamp":"2026-03-15T15:21:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00787:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $80k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=79778, discount=0.24, term=3)","http_status":200,"latency_ms":92,"raw_payload":"{\"exception_id\":\"exc_crm_00787\",\"list_arr\":79778,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":79778,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=79778, discount=0.24, term=3)"}},{"episode_id":"crm_00787","actor":"rep_09","timestamp":"2026-03-15T15:23:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00787:02","content":"Reviewed Opportunity terms for Stripe Technologies: $299593 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00787'\")","http_status":200,"latency_ms":152,"raw_payload":"{\"records\":[{\"NetARR__c\":299593,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":299593,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00787'\")"}},{"episode_id":"crm_00787","actor":"rep_09","timestamp":"2026-03-15T15:20:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00787:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=76097, cogs_rate=0.186)","http_status":200,"latency_ms":164,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=76097, cogs_rate=0.186)"}},{"episode_id":"crm_00787","actor":"rep_09","timestamp":"2026-03-15T15:39:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00787:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":206,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00787","actor":"rep_09","timestamp":"2026-03-15T15:46:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00787:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":278,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00787","actor":"rep_09","timestamp":"2026-03-15T15:35:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00787:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00787\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":245,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00787\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00787","actor":"rep_09","timestamp":"2026-03-15T16:28:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00787:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":227,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00787"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00787","actor":"rep_09","timestamp":"2026-03-15T16:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00787:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00787)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00787\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":54,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00787\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00788","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-01-20T22:41:00.000Z","closed_at":"2026-01-20T23:13:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($411k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00788","actor":"rep_14","timestamp":"2026-01-20T22:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00788:00","content":"Operational trigger received from salesforce for Pinnacle Media ($411k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":79,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$411k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00788","actor":"rep_14","timestamp":"2026-01-20T22:50:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00788:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $396k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=395885, discount=0.24, term=3)","http_status":200,"latency_ms":188,"raw_payload":"{\"exception_id\":\"exc_crm_00788\",\"list_arr\":395885,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":395885,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=395885, discount=0.24, term=3)"}},{"episode_id":"crm_00788","actor":"rep_14","timestamp":"2026-01-20T23:03:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00788:02","content":"Reviewed Opportunity terms for Pinnacle Media: $122000 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00788'\")","http_status":200,"latency_ms":106,"raw_payload":"{\"records\":[{\"NetARR__c\":122000,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":122000,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00788'\")"}},{"episode_id":"crm_00788","actor":"rep_14","timestamp":"2026-01-20T23:14:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00788:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=63165, cogs_rate=0.186)","http_status":200,"latency_ms":110,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=63165, cogs_rate=0.186)"}},{"episode_id":"crm_00788","actor":"rep_14","timestamp":"2026-01-20T23:25:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00788:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":217,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00788","actor":"rep_14","timestamp":"2026-01-20T23:06:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00788:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":148,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00788","actor":"rep_14","timestamp":"2026-01-20T23:41:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00788:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00788\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":164,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00788\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00788","actor":"rep_14","timestamp":"2026-01-20T23:23:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00788:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":110,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00788"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00788","actor":"rep_14","timestamp":"2026-01-20T23:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00788:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00788)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00788\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00788\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00789","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-02-25T23:31:00.000Z","closed_at":"2026-02-25T23:55:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($292k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00789","actor":"rep_25","timestamp":"2026-02-25T23:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00789:00","content":"Operational trigger received from salesforce for NovaBio Labs ($292k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":66,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$292k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00789","actor":"rep_25","timestamp":"2026-02-25T23:39:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00789:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $126k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=126175, discount=0.24, term=3)","http_status":200,"latency_ms":167,"raw_payload":"{\"exception_id\":\"exc_crm_00789\",\"list_arr\":126175,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":126175,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=126175, discount=0.24, term=3)"}},{"episode_id":"crm_00789","actor":"rep_25","timestamp":"2026-02-25T23:51:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00789:02","content":"Reviewed Opportunity terms for NovaBio Labs: $190186 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00789'\")","http_status":200,"latency_ms":256,"raw_payload":"{\"records\":[{\"NetARR__c\":190186,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":190186,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00789'\")"}},{"episode_id":"crm_00789","actor":"rep_25","timestamp":"2026-02-25T23:40:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00789:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=322749, cogs_rate=0.186)","http_status":200,"latency_ms":139,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=322749, cogs_rate=0.186)"}},{"episode_id":"crm_00789","actor":"rep_25","timestamp":"2026-02-26T00:07:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00789:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":378,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00789","actor":"rep_25","timestamp":"2026-02-26T00:01:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00789:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":220,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00789","actor":"rep_25","timestamp":"2026-02-26T00:01:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00789:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00789\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":284,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00789\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00789","actor":"rep_25","timestamp":"2026-02-26T00:13:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00789:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":242,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00789"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00789","actor":"rep_25","timestamp":"2026-02-25T23:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00789:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00789)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00789\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":262,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00789\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00790","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-03-26T19:10:00.000Z","closed_at":"2026-03-26T19:58:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($48k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00790","actor":"rep_25","timestamp":"2026-03-26T19:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00790:00","content":"Operational trigger received from salesforce for Pinnacle Media ($48k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$48k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00790","actor":"rep_25","timestamp":"2026-03-26T19:18:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00790:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $352k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=352277, discount=0.24, term=3)","http_status":200,"latency_ms":122,"raw_payload":"{\"exception_id\":\"exc_crm_00790\",\"list_arr\":352277,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":352277,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=352277, discount=0.24, term=3)"}},{"episode_id":"crm_00790","actor":"rep_25","timestamp":"2026-03-26T19:26:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00790:02","content":"Reviewed Opportunity terms for Pinnacle Media: $334775 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00790'\")","http_status":200,"latency_ms":186,"raw_payload":"{\"records\":[{\"NetARR__c\":334775,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":334775,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00790'\")"}},{"episode_id":"crm_00790","actor":"rep_25","timestamp":"2026-03-26T19:19:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00790:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=226723, cogs_rate=0.186)","http_status":200,"latency_ms":130,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=226723, cogs_rate=0.186)"}},{"episode_id":"crm_00790","actor":"rep_25","timestamp":"2026-03-26T19:38:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00790:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":200,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00790","actor":"rep_25","timestamp":"2026-03-26T19:30:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00790:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":311,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00790","actor":"rep_25","timestamp":"2026-03-26T19:58:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00790:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00790\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":247,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00790\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00790","actor":"rep_25","timestamp":"2026-03-26T19:59:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00790:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":245,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00790"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00790","actor":"rep_25","timestamp":"2026-03-26T19:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00790:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00790)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00790\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00790\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00791","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-01-18T02:54:00.000Z","closed_at":"2026-01-18T04:06:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($94k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00791","actor":"rep_37","timestamp":"2026-01-18T02:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00791:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($94k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":228,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$94k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00791","actor":"rep_37","timestamp":"2026-01-18T03:01:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00791:01","content":"Deal desk pricing exception filed for OmniChannel Inc: requested 24% multi-year discount on $423k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=423166, discount=0.24, term=3)","http_status":200,"latency_ms":179,"raw_payload":"{\"exception_id\":\"exc_crm_00791\",\"list_arr\":423166,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":423166,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=423166, discount=0.24, term=3)"}},{"episode_id":"crm_00791","actor":"rep_37","timestamp":"2026-01-18T03:10:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00791:02","content":"Reviewed Opportunity terms for OmniChannel Inc: $185204 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00791'\")","http_status":200,"latency_ms":279,"raw_payload":"{\"records\":[{\"NetARR__c\":185204,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":185204,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00791'\")"}},{"episode_id":"crm_00791","actor":"rep_37","timestamp":"2026-01-18T03:21:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00791:03","content":"Financial margin calculated for OmniChannel Inc: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=260215, cogs_rate=0.186)","http_status":200,"latency_ms":259,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=260215, cogs_rate=0.186)"}},{"episode_id":"crm_00791","actor":"rep_37","timestamp":"2026-01-18T03:34:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00791:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":250,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00791","actor":"rep_37","timestamp":"2026-01-18T03:34:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00791:05","content":"Commercial risk review for OmniChannel Inc: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":253,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00791","actor":"rep_37","timestamp":"2026-01-18T03:18:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00791:06","content":"Recommended approval for OmniChannel Inc discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00791\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":249,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00791\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00791","actor":"rep_37","timestamp":"2026-01-18T03:29:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00791:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])","http_status":200,"latency_ms":223,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00791"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])"}},{"episode_id":"crm_00791","actor":"rep_37","timestamp":"2026-01-18T04:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00791:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00791)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00791\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00791\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00792","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-03-30T20:36:00.000Z","closed_at":"2026-03-30T21:00:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($233k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00792","actor":"rep_09","timestamp":"2026-03-30T20:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00792:00","content":"Operational trigger received from salesforce for NovaBio Labs ($233k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$233k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00792","actor":"rep_09","timestamp":"2026-03-30T20:41:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00792:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $85k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=84789, discount=0.24, term=3)","http_status":200,"latency_ms":134,"raw_payload":"{\"exception_id\":\"exc_crm_00792\",\"list_arr\":84789,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":84789,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=84789, discount=0.24, term=3)"}},{"episode_id":"crm_00792","actor":"rep_09","timestamp":"2026-03-30T20:54:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00792:02","content":"Reviewed Opportunity terms for NovaBio Labs: $285963 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00792'\")","http_status":200,"latency_ms":103,"raw_payload":"{\"records\":[{\"NetARR__c\":285963,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":285963,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00792'\")"}},{"episode_id":"crm_00792","actor":"rep_09","timestamp":"2026-03-30T21:03:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00792:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=127998, cogs_rate=0.186)","http_status":200,"latency_ms":137,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=127998, cogs_rate=0.186)"}},{"episode_id":"crm_00792","actor":"rep_09","timestamp":"2026-03-30T21:12:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00792:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":318,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00792","actor":"rep_09","timestamp":"2026-03-30T21:06:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00792:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":208,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00792","actor":"rep_09","timestamp":"2026-03-30T21:06:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00792:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00792\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":207,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00792\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00792","actor":"rep_09","timestamp":"2026-03-30T21:32:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00792:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":180,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00792"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00792","actor":"rep_09","timestamp":"2026-03-30T21:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00792:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00792)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00792\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00792\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00793","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-03-07T10:25:00.000Z","closed_at":"2026-03-07T11:53:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($451k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00793","actor":"rep_06","timestamp":"2026-03-07T10:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00793:00","content":"Operational trigger received from salesforce for Apex Retail Group ($451k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":71,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$451k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00793","actor":"rep_06","timestamp":"2026-03-07T10:34:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00793:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $91k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=91490, discount=0.24, term=3)","http_status":200,"latency_ms":249,"raw_payload":"{\"exception_id\":\"exc_crm_00793\",\"list_arr\":91490,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":91490,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=91490, discount=0.24, term=3)"}},{"episode_id":"crm_00793","actor":"rep_06","timestamp":"2026-03-07T10:41:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00793:02","content":"Reviewed Opportunity terms for Apex Retail Group: $51495 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00793'\")","http_status":200,"latency_ms":289,"raw_payload":"{\"records\":[{\"NetARR__c\":51495,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":51495,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00793'\")"}},{"episode_id":"crm_00793","actor":"rep_06","timestamp":"2026-03-07T10:58:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00793:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=52492, cogs_rate=0.186)","http_status":200,"latency_ms":300,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=52492, cogs_rate=0.186)"}},{"episode_id":"crm_00793","actor":"rep_06","timestamp":"2026-03-07T10:41:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00793:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":159,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00793","actor":"rep_06","timestamp":"2026-03-07T10:55:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00793:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":135,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00793","actor":"rep_06","timestamp":"2026-03-07T11:19:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00793:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00793\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":198,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00793\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00793","actor":"rep_06","timestamp":"2026-03-07T11:21:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00793:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":315,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00793"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00793","actor":"rep_06","timestamp":"2026-03-07T11:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00793:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00793)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00793\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":187,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00793\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00794","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-01-31T18:21:00.000Z","closed_at":"2026-01-31T19:49:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($389k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00794","actor":"rep_11","timestamp":"2026-01-31T18:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00794:00","content":"Operational trigger received from salesforce for Catalyst Software ($389k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":53,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$389k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00794","actor":"rep_11","timestamp":"2026-01-31T18:25:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00794:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $324k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=324460, discount=0.24, term=3)","http_status":200,"latency_ms":234,"raw_payload":"{\"exception_id\":\"exc_crm_00794\",\"list_arr\":324460,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":324460,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=324460, discount=0.24, term=3)"}},{"episode_id":"crm_00794","actor":"rep_11","timestamp":"2026-01-31T18:37:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00794:02","content":"Reviewed Opportunity terms for Catalyst Software: $281019 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00794'\")","http_status":200,"latency_ms":258,"raw_payload":"{\"records\":[{\"NetARR__c\":281019,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":281019,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00794'\")"}},{"episode_id":"crm_00794","actor":"rep_11","timestamp":"2026-01-31T18:51:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00794:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=43379, cogs_rate=0.186)","http_status":200,"latency_ms":230,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=43379, cogs_rate=0.186)"}},{"episode_id":"crm_00794","actor":"rep_11","timestamp":"2026-01-31T19:01:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00794:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":324,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00794","actor":"rep_11","timestamp":"2026-01-31T18:36:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00794:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":271,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00794","actor":"rep_11","timestamp":"2026-01-31T19:21:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00794:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00794\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":276,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00794\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00794","actor":"rep_11","timestamp":"2026-01-31T19:24:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00794:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":120,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00794"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00794","actor":"rep_11","timestamp":"2026-01-31T19:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00794:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00794)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00794\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00794\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00795","actor":"rep_19","actor_name":"James Wilson","company":"Vanguard Financial","opened_at":"2026-02-15T23:27:00.000Z","closed_at":"2026-02-15T23:51:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($147k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00795","actor":"rep_19","timestamp":"2026-02-15T23:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00795:00","content":"Operational trigger received from salesforce for Vanguard Financial ($147k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$147k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00795","actor":"rep_19","timestamp":"2026-02-15T23:38:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00795:01","content":"Deal desk pricing exception filed for Vanguard Financial: requested 24% multi-year discount on $58k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=57738, discount=0.24, term=3)","http_status":200,"latency_ms":223,"raw_payload":"{\"exception_id\":\"exc_crm_00795\",\"list_arr\":57738,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":57738,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=57738, discount=0.24, term=3)"}},{"episode_id":"crm_00795","actor":"rep_19","timestamp":"2026-02-15T23:39:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00795:02","content":"Reviewed Opportunity terms for Vanguard Financial: $293773 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00795'\")","http_status":200,"latency_ms":203,"raw_payload":"{\"records\":[{\"NetARR__c\":293773,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":293773,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00795'\")"}},{"episode_id":"crm_00795","actor":"rep_19","timestamp":"2026-02-15T23:45:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00795:03","content":"Financial margin calculated for Vanguard Financial: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=224882, cogs_rate=0.186)","http_status":200,"latency_ms":304,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=224882, cogs_rate=0.186)"}},{"episode_id":"crm_00795","actor":"rep_19","timestamp":"2026-02-16T00:11:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00795:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":262,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00795","actor":"rep_19","timestamp":"2026-02-16T00:17:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00795:05","content":"Commercial risk review for Vanguard Financial: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":314,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00795","actor":"rep_19","timestamp":"2026-02-16T00:27:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00795:06","content":"Recommended approval for Vanguard Financial discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00795\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":215,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00795\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00795","actor":"rep_19","timestamp":"2026-02-15T23:48:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00795:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])","http_status":200,"latency_ms":92,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00795"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])"}},{"episode_id":"crm_00795","actor":"rep_19","timestamp":"2026-02-15T23:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00795:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00795)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00795\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00795\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00796","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-01-13T17:10:00.000Z","closed_at":"2026-01-13T17:58:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($416k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00796","actor":"rep_14","timestamp":"2026-01-13T17:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00796:00","content":"Operational trigger received from salesforce for Apex Retail Group ($416k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":131,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$416k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00796","actor":"rep_14","timestamp":"2026-01-13T17:14:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00796:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $348k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=348350, discount=0.24, term=3)","http_status":200,"latency_ms":62,"raw_payload":"{\"exception_id\":\"exc_crm_00796\",\"list_arr\":348350,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":348350,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=348350, discount=0.24, term=3)"}},{"episode_id":"crm_00796","actor":"rep_14","timestamp":"2026-01-13T17:22:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00796:02","content":"Reviewed Opportunity terms for Apex Retail Group: $321053 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00796'\")","http_status":200,"latency_ms":302,"raw_payload":"{\"records\":[{\"NetARR__c\":321053,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":321053,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00796'\")"}},{"episode_id":"crm_00796","actor":"rep_14","timestamp":"2026-01-13T17:34:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00796:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=237696, cogs_rate=0.186)","http_status":200,"latency_ms":120,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=237696, cogs_rate=0.186)"}},{"episode_id":"crm_00796","actor":"rep_14","timestamp":"2026-01-13T17:42:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00796:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":190,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00796","actor":"rep_14","timestamp":"2026-01-13T18:05:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00796:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":115,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00796","actor":"rep_14","timestamp":"2026-01-13T17:58:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00796:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00796\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":202,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00796\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00796","actor":"rep_14","timestamp":"2026-01-13T18:13:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00796:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":115,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00796"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00796","actor":"rep_14","timestamp":"2026-01-13T17:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00796:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00796)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00796\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00796\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00797","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-01-06T03:11:00.000Z","closed_at":"2026-01-06T04:15:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($182k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00797","actor":"rep_31","timestamp":"2026-01-06T03:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00797:00","content":"Operational trigger received from salesforce for Catalyst Software ($182k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":73,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$182k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00797","actor":"rep_31","timestamp":"2026-01-06T03:14:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00797:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $345k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=345473, discount=0.24, term=3)","http_status":200,"latency_ms":117,"raw_payload":"{\"exception_id\":\"exc_crm_00797\",\"list_arr\":345473,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":345473,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=345473, discount=0.24, term=3)"}},{"episode_id":"crm_00797","actor":"rep_31","timestamp":"2026-01-06T03:21:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00797:02","content":"Reviewed Opportunity terms for Catalyst Software: $217130 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00797'\")","http_status":200,"latency_ms":263,"raw_payload":"{\"records\":[{\"NetARR__c\":217130,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":217130,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00797'\")"}},{"episode_id":"crm_00797","actor":"rep_31","timestamp":"2026-01-06T03:29:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00797:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=255665, cogs_rate=0.186)","http_status":200,"latency_ms":217,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=255665, cogs_rate=0.186)"}},{"episode_id":"crm_00797","actor":"rep_31","timestamp":"2026-01-06T03:39:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00797:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":333,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00797","actor":"rep_31","timestamp":"2026-01-06T04:01:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00797:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":316,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00797","actor":"rep_31","timestamp":"2026-01-06T03:41:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00797:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00797\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":162,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00797\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00797","actor":"rep_31","timestamp":"2026-01-06T03:39:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00797:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":80,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00797"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00797","actor":"rep_31","timestamp":"2026-01-06T04:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00797:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00797)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00797\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00797\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00798","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-01-17T13:40:00.000Z","closed_at":"2026-01-17T14:36:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($253k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00798","actor":"rep_25","timestamp":"2026-01-17T13:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00798:00","content":"Operational trigger received from salesforce for Pinnacle Media ($253k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":191,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$253k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00798","actor":"rep_25","timestamp":"2026-01-17T13:46:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00798:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $134k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=133514, discount=0.24, term=3)","http_status":200,"latency_ms":260,"raw_payload":"{\"exception_id\":\"exc_crm_00798\",\"list_arr\":133514,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":133514,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=133514, discount=0.24, term=3)"}},{"episode_id":"crm_00798","actor":"rep_25","timestamp":"2026-01-17T13:56:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00798:02","content":"Reviewed Opportunity terms for Pinnacle Media: $216123 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00798'\")","http_status":200,"latency_ms":198,"raw_payload":"{\"records\":[{\"NetARR__c\":216123,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":216123,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00798'\")"}},{"episode_id":"crm_00798","actor":"rep_25","timestamp":"2026-01-17T13:55:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00798:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=219794, cogs_rate=0.186)","http_status":200,"latency_ms":158,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=219794, cogs_rate=0.186)"}},{"episode_id":"crm_00798","actor":"rep_25","timestamp":"2026-01-17T14:12:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00798:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":249,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00798","actor":"rep_25","timestamp":"2026-01-17T14:30:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00798:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":269,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00798","actor":"rep_25","timestamp":"2026-01-17T14:16:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00798:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00798\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":140,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00798\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00798","actor":"rep_25","timestamp":"2026-01-17T14:43:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00798:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":121,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00798"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00798","actor":"rep_25","timestamp":"2026-01-17T14:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00798:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00798)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00798\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":239,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00798\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00799","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-01-30T07:34:00.000Z","closed_at":"2026-01-30T08:38:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($271k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00799","actor":"rep_01","timestamp":"2026-01-30T07:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00799:00","content":"Operational trigger received from salesforce for NovaBio Labs ($271k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":57,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$271k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00799","actor":"rep_01","timestamp":"2026-01-30T07:37:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00799:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $99k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=98995, discount=0.24, term=3)","http_status":200,"latency_ms":234,"raw_payload":"{\"exception_id\":\"exc_crm_00799\",\"list_arr\":98995,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":98995,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=98995, discount=0.24, term=3)"}},{"episode_id":"crm_00799","actor":"rep_01","timestamp":"2026-01-30T07:44:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00799:02","content":"Reviewed Opportunity terms for NovaBio Labs: $65273 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00799'\")","http_status":200,"latency_ms":146,"raw_payload":"{\"records\":[{\"NetARR__c\":65273,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":65273,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00799'\")"}},{"episode_id":"crm_00799","actor":"rep_01","timestamp":"2026-01-30T07:46:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00799:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=202483, cogs_rate=0.186)","http_status":200,"latency_ms":168,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=202483, cogs_rate=0.186)"}},{"episode_id":"crm_00799","actor":"rep_01","timestamp":"2026-01-30T07:46:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00799:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":167,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00799","actor":"rep_01","timestamp":"2026-01-30T08:24:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00799:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":164,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00799","actor":"rep_01","timestamp":"2026-01-30T08:28:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00799:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00799\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":190,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00799\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00799","actor":"rep_01","timestamp":"2026-01-30T08:51:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00799:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":278,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00799"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00799","actor":"rep_01","timestamp":"2026-01-30T08:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00799:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00799)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00799\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00799\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00800","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-01-09T22:09:00.000Z","closed_at":"2026-01-09T23:05:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($141k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00800","actor":"rep_19","timestamp":"2026-01-09T22:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00800:00","content":"Operational trigger received from salesforce for Beacon Energy ($141k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":148,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$141k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00800","actor":"rep_19","timestamp":"2026-01-09T22:12:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00800:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $230k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=230411, discount=0.24, term=3)","http_status":200,"latency_ms":263,"raw_payload":"{\"exception_id\":\"exc_crm_00800\",\"list_arr\":230411,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":230411,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=230411, discount=0.24, term=3)"}},{"episode_id":"crm_00800","actor":"rep_19","timestamp":"2026-01-09T22:23:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00800:02","content":"Reviewed Opportunity terms for Beacon Energy: $100832 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00800'\")","http_status":200,"latency_ms":169,"raw_payload":"{\"records\":[{\"NetARR__c\":100832,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":100832,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00800'\")"}},{"episode_id":"crm_00800","actor":"rep_19","timestamp":"2026-01-09T22:42:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00800:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=129132, cogs_rate=0.186)","http_status":200,"latency_ms":243,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=129132, cogs_rate=0.186)"}},{"episode_id":"crm_00800","actor":"rep_19","timestamp":"2026-01-09T22:41:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00800:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":222,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00800","actor":"rep_19","timestamp":"2026-01-09T22:24:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00800:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":311,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00800","actor":"rep_19","timestamp":"2026-01-09T22:57:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00800:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00800\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":166,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00800\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00800","actor":"rep_19","timestamp":"2026-01-09T22:58:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00800:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":220,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00800"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00800","actor":"rep_19","timestamp":"2026-01-09T23:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00800:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00800)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00800\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00800\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00801","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-03-13T06:25:00.000Z","closed_at":"2026-03-13T07:45:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($75k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00801","actor":"rep_32","timestamp":"2026-03-13T06:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00801:00","content":"Operational trigger received from salesforce for Pinnacle Media ($75k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":52,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$75k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00801","actor":"rep_32","timestamp":"2026-03-13T06:32:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00801:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $151k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=151394, discount=0.24, term=3)","http_status":200,"latency_ms":129,"raw_payload":"{\"exception_id\":\"exc_crm_00801\",\"list_arr\":151394,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":151394,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=151394, discount=0.24, term=3)"}},{"episode_id":"crm_00801","actor":"rep_32","timestamp":"2026-03-13T06:43:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00801:02","content":"Reviewed Opportunity terms for Pinnacle Media: $228106 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00801'\")","http_status":200,"latency_ms":273,"raw_payload":"{\"records\":[{\"NetARR__c\":228106,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":228106,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00801'\")"}},{"episode_id":"crm_00801","actor":"rep_32","timestamp":"2026-03-13T06:46:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00801:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=345251, cogs_rate=0.186)","http_status":200,"latency_ms":183,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=345251, cogs_rate=0.186)"}},{"episode_id":"crm_00801","actor":"rep_32","timestamp":"2026-03-13T06:45:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00801:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":156,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00801","actor":"rep_32","timestamp":"2026-03-13T07:10:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00801:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":213,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00801","actor":"rep_32","timestamp":"2026-03-13T06:49:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00801:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00801\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":328,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00801\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00801","actor":"rep_32","timestamp":"2026-03-13T06:53:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00801:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":286,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00801"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00801","actor":"rep_32","timestamp":"2026-03-13T07:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00801:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00801)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00801\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00801\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00802","actor":"rep_11","actor_name":"David Kim","company":"Stripe Technologies","opened_at":"2026-03-14T06:08:00.000Z","closed_at":"2026-03-14T07:20:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($267k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00802","actor":"rep_11","timestamp":"2026-03-14T06:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00802:00","content":"Operational trigger received from salesforce for Stripe Technologies ($267k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$267k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00802","actor":"rep_11","timestamp":"2026-03-14T06:17:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00802:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $80k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=79614, discount=0.24, term=3)","http_status":200,"latency_ms":211,"raw_payload":"{\"exception_id\":\"exc_crm_00802\",\"list_arr\":79614,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":79614,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=79614, discount=0.24, term=3)"}},{"episode_id":"crm_00802","actor":"rep_11","timestamp":"2026-03-14T06:16:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00802:02","content":"Reviewed Opportunity terms for Stripe Technologies: $218371 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00802'\")","http_status":200,"latency_ms":250,"raw_payload":"{\"records\":[{\"NetARR__c\":218371,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":218371,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00802'\")"}},{"episode_id":"crm_00802","actor":"rep_11","timestamp":"2026-03-14T06:35:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00802:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=214240, cogs_rate=0.186)","http_status":200,"latency_ms":288,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=214240, cogs_rate=0.186)"}},{"episode_id":"crm_00802","actor":"rep_11","timestamp":"2026-03-14T06:40:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00802:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":373,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00802","actor":"rep_11","timestamp":"2026-03-14T06:38:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00802:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":117,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00802","actor":"rep_11","timestamp":"2026-03-14T07:14:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00802:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00802\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":138,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00802\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00802","actor":"rep_11","timestamp":"2026-03-14T06:50:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00802:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":150,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00802"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00802","actor":"rep_11","timestamp":"2026-03-14T07:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00802:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00802)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00802\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00802\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00803","actor":"rep_14","actor_name":"Rachel Adams","company":"Acme Health Systems","opened_at":"2026-01-21T02:47:00.000Z","closed_at":"2026-01-21T04:07:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($380k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00803","actor":"rep_14","timestamp":"2026-01-21T02:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00803:00","content":"Operational trigger received from salesforce for Acme Health Systems ($380k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$380k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00803","actor":"rep_14","timestamp":"2026-01-21T02:55:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00803:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $458k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=458316, discount=0.24, term=3)","http_status":200,"latency_ms":196,"raw_payload":"{\"exception_id\":\"exc_crm_00803\",\"list_arr\":458316,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":458316,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=458316, discount=0.24, term=3)"}},{"episode_id":"crm_00803","actor":"rep_14","timestamp":"2026-01-21T03:05:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00803:02","content":"Reviewed Opportunity terms for Acme Health Systems: $67246 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00803'\")","http_status":200,"latency_ms":124,"raw_payload":"{\"records\":[{\"NetARR__c\":67246,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":67246,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00803'\")"}},{"episode_id":"crm_00803","actor":"rep_14","timestamp":"2026-01-21T02:56:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00803:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=231445, cogs_rate=0.186)","http_status":200,"latency_ms":268,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=231445, cogs_rate=0.186)"}},{"episode_id":"crm_00803","actor":"rep_14","timestamp":"2026-01-21T03:31:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00803:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":306,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00803","actor":"rep_14","timestamp":"2026-01-21T03:37:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00803:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":189,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00803","actor":"rep_14","timestamp":"2026-01-21T03:29:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00803:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00803\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":156,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00803\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00803","actor":"rep_14","timestamp":"2026-01-21T03:22:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00803:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":265,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00803"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00803","actor":"rep_14","timestamp":"2026-01-21T04:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00803:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00803)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00803\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00803\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00804","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-02-01T16:55:00.000Z","closed_at":"2026-02-01T18:07:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($96k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00804","actor":"rep_01","timestamp":"2026-02-01T16:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00804:00","content":"Operational trigger received from salesforce for Catalyst Software ($96k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":80,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$96k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00804","actor":"rep_01","timestamp":"2026-02-01T16:59:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00804:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $453k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=452813, discount=0.24, term=3)","http_status":200,"latency_ms":85,"raw_payload":"{\"exception_id\":\"exc_crm_00804\",\"list_arr\":452813,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":452813,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=452813, discount=0.24, term=3)"}},{"episode_id":"crm_00804","actor":"rep_01","timestamp":"2026-02-01T17:15:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00804:02","content":"Reviewed Opportunity terms for Catalyst Software: $117409 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00804'\")","http_status":200,"latency_ms":270,"raw_payload":"{\"records\":[{\"NetARR__c\":117409,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":117409,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00804'\")"}},{"episode_id":"crm_00804","actor":"rep_01","timestamp":"2026-02-01T17:28:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00804:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=179013, cogs_rate=0.186)","http_status":200,"latency_ms":254,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=179013, cogs_rate=0.186)"}},{"episode_id":"crm_00804","actor":"rep_01","timestamp":"2026-02-01T17:07:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00804:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":272,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00804","actor":"rep_01","timestamp":"2026-02-01T17:15:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00804:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":182,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00804","actor":"rep_01","timestamp":"2026-02-01T17:49:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00804:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00804\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":298,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00804\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00804","actor":"rep_01","timestamp":"2026-02-01T17:51:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00804:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":271,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00804"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00804","actor":"rep_01","timestamp":"2026-02-01T18:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00804:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00804)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00804\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":103,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00804\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00805","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-01-09T10:49:00.000Z","closed_at":"2026-01-09T12:09:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($190k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00805","actor":"rep_01","timestamp":"2026-01-09T10:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00805:00","content":"Operational trigger received from salesforce for Nexus AI ($190k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":50,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$190k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00805","actor":"rep_01","timestamp":"2026-01-09T10:52:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00805:01","content":"Deal desk pricing exception filed for Nexus AI: requested 24% multi-year discount on $127k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=126782, discount=0.24, term=3)","http_status":200,"latency_ms":274,"raw_payload":"{\"exception_id\":\"exc_crm_00805\",\"list_arr\":126782,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":126782,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=126782, discount=0.24, term=3)"}},{"episode_id":"crm_00805","actor":"rep_01","timestamp":"2026-01-09T10:57:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00805:02","content":"Reviewed Opportunity terms for Nexus AI: $124079 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00805'\")","http_status":200,"latency_ms":116,"raw_payload":"{\"records\":[{\"NetARR__c\":124079,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":124079,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00805'\")"}},{"episode_id":"crm_00805","actor":"rep_01","timestamp":"2026-01-09T11:04:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00805:03","content":"Financial margin calculated for Nexus AI: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=284754, cogs_rate=0.186)","http_status":200,"latency_ms":302,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=284754, cogs_rate=0.186)"}},{"episode_id":"crm_00805","actor":"rep_01","timestamp":"2026-01-09T11:05:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00805:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":158,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00805","actor":"rep_01","timestamp":"2026-01-09T11:34:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00805:05","content":"Commercial risk review for Nexus AI: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":201,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00805","actor":"rep_01","timestamp":"2026-01-09T11:31:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00805:06","content":"Recommended approval for Nexus AI discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00805\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":215,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00805\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00805","actor":"rep_01","timestamp":"2026-01-09T11:17:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00805:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])","http_status":200,"latency_ms":249,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00805"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])"}},{"episode_id":"crm_00805","actor":"rep_01","timestamp":"2026-01-09T12:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00805:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00805)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00805\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":189,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00805\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00806","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-02-17T01:59:00.000Z","closed_at":"2026-02-17T03:27:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($405k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00806","actor":"rep_01","timestamp":"2026-02-17T01:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00806:00","content":"Operational trigger received from salesforce for Vertex Cyber ($405k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":240,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$405k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00806","actor":"rep_01","timestamp":"2026-02-17T02:05:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00806:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $69k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=69379, discount=0.24, term=3)","http_status":200,"latency_ms":162,"raw_payload":"{\"exception_id\":\"exc_crm_00806\",\"list_arr\":69379,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":69379,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=69379, discount=0.24, term=3)"}},{"episode_id":"crm_00806","actor":"rep_01","timestamp":"2026-02-17T02:05:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00806:02","content":"Reviewed Opportunity terms for Vertex Cyber: $247639 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00806'\")","http_status":200,"latency_ms":200,"raw_payload":"{\"records\":[{\"NetARR__c\":247639,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":247639,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00806'\")"}},{"episode_id":"crm_00806","actor":"rep_01","timestamp":"2026-02-17T02:26:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00806:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=183991, cogs_rate=0.186)","http_status":200,"latency_ms":191,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=183991, cogs_rate=0.186)"}},{"episode_id":"crm_00806","actor":"rep_01","timestamp":"2026-02-17T02:11:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00806:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":189,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00806","actor":"rep_01","timestamp":"2026-02-17T02:44:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00806:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":166,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00806","actor":"rep_01","timestamp":"2026-02-17T02:53:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00806:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00806\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":300,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00806\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00806","actor":"rep_01","timestamp":"2026-02-17T02:27:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00806:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":102,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00806"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_00806","actor":"rep_01","timestamp":"2026-02-17T03:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00806:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00806)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00806\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00806\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00807","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-01-19T16:26:00.000Z","closed_at":"2026-01-19T16:58:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($438k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00807","actor":"rep_14","timestamp":"2026-01-19T16:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00807:00","content":"Operational trigger received from salesforce for FinTech Global ($438k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":183,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$438k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00807","actor":"rep_14","timestamp":"2026-01-19T16:36:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00807:01","content":"Deal desk pricing exception filed for FinTech Global: requested 24% multi-year discount on $282k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=282302, discount=0.24, term=3)","http_status":200,"latency_ms":276,"raw_payload":"{\"exception_id\":\"exc_crm_00807\",\"list_arr\":282302,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":282302,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=282302, discount=0.24, term=3)"}},{"episode_id":"crm_00807","actor":"rep_14","timestamp":"2026-01-19T16:44:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00807:02","content":"Reviewed Opportunity terms for FinTech Global: $148794 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00807'\")","http_status":200,"latency_ms":109,"raw_payload":"{\"records\":[{\"NetARR__c\":148794,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":148794,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00807'\")"}},{"episode_id":"crm_00807","actor":"rep_14","timestamp":"2026-01-19T16:50:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00807:03","content":"Financial margin calculated for FinTech Global: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=238651, cogs_rate=0.186)","http_status":200,"latency_ms":296,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=238651, cogs_rate=0.186)"}},{"episode_id":"crm_00807","actor":"rep_14","timestamp":"2026-01-19T16:38:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00807:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":258,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00807","actor":"rep_14","timestamp":"2026-01-19T16:46:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00807:05","content":"Commercial risk review for FinTech Global: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":92,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00807","actor":"rep_14","timestamp":"2026-01-19T16:56:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00807:06","content":"Recommended approval for FinTech Global discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00807\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":346,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00807\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00807","actor":"rep_14","timestamp":"2026-01-19T17:22:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00807:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])","http_status":200,"latency_ms":220,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00807"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])"}},{"episode_id":"crm_00807","actor":"rep_14","timestamp":"2026-01-19T16:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00807:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00807)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00807\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":165,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00807\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00808","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-02-11T16:11:00.000Z","closed_at":"2026-02-11T16:59:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($273k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00808","actor":"rep_06","timestamp":"2026-02-11T16:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00808:00","content":"Operational trigger received from salesforce for Acme Health Systems ($273k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":86,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$273k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00808","actor":"rep_06","timestamp":"2026-02-11T16:17:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00808:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $80k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=80434, discount=0.24, term=3)","http_status":200,"latency_ms":264,"raw_payload":"{\"exception_id\":\"exc_crm_00808\",\"list_arr\":80434,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":80434,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=80434, discount=0.24, term=3)"}},{"episode_id":"crm_00808","actor":"rep_06","timestamp":"2026-02-11T16:17:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00808:02","content":"Reviewed Opportunity terms for Acme Health Systems: $189030 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00808'\")","http_status":200,"latency_ms":168,"raw_payload":"{\"records\":[{\"NetARR__c\":189030,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":189030,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00808'\")"}},{"episode_id":"crm_00808","actor":"rep_06","timestamp":"2026-02-11T16:35:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00808:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=303197, cogs_rate=0.186)","http_status":200,"latency_ms":110,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=303197, cogs_rate=0.186)"}},{"episode_id":"crm_00808","actor":"rep_06","timestamp":"2026-02-11T16:35:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00808:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":374,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00808","actor":"rep_06","timestamp":"2026-02-11T16:46:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00808:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":300,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00808","actor":"rep_06","timestamp":"2026-02-11T17:05:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00808:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00808\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":297,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00808\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00808","actor":"rep_06","timestamp":"2026-02-11T17:14:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00808:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":224,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00808"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00808","actor":"rep_06","timestamp":"2026-02-11T16:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00808:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00808)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00808\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":233,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00808\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00809","actor":"rep_14","actor_name":"Rachel Adams","company":"Vanguard Financial","opened_at":"2026-01-22T07:55:00.000Z","closed_at":"2026-01-22T09:07:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($51k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00809","actor":"rep_14","timestamp":"2026-01-22T07:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00809:00","content":"Operational trigger received from salesforce for Vanguard Financial ($51k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":167,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$51k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00809","actor":"rep_14","timestamp":"2026-01-22T08:02:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00809:01","content":"Deal desk pricing exception filed for Vanguard Financial: requested 24% multi-year discount on $375k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=375449, discount=0.24, term=3)","http_status":200,"latency_ms":169,"raw_payload":"{\"exception_id\":\"exc_crm_00809\",\"list_arr\":375449,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":375449,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=375449, discount=0.24, term=3)"}},{"episode_id":"crm_00809","actor":"rep_14","timestamp":"2026-01-22T08:07:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00809:02","content":"Reviewed Opportunity terms for Vanguard Financial: $290372 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00809'\")","http_status":200,"latency_ms":243,"raw_payload":"{\"records\":[{\"NetARR__c\":290372,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":290372,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00809'\")"}},{"episode_id":"crm_00809","actor":"rep_14","timestamp":"2026-01-22T08:25:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00809:03","content":"Financial margin calculated for Vanguard Financial: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=259631, cogs_rate=0.186)","http_status":200,"latency_ms":208,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=259631, cogs_rate=0.186)"}},{"episode_id":"crm_00809","actor":"rep_14","timestamp":"2026-01-22T08:39:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00809:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":392,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00809","actor":"rep_14","timestamp":"2026-01-22T08:50:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00809:05","content":"Commercial risk review for Vanguard Financial: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":279,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00809","actor":"rep_14","timestamp":"2026-01-22T08:13:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00809:06","content":"Recommended approval for Vanguard Financial discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00809\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":179,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00809\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00809","actor":"rep_14","timestamp":"2026-01-22T08:16:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00809:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])","http_status":200,"latency_ms":218,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00809"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])"}},{"episode_id":"crm_00809","actor":"rep_14","timestamp":"2026-01-22T09:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00809:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00809)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00809\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":140,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00809\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00810","actor":"rep_25","actor_name":"Carlos Mendez","company":"Aura Therapeutics","opened_at":"2026-01-24T09:15:00.000Z","closed_at":"2026-01-24T10:11:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($52k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00810","actor":"rep_25","timestamp":"2026-01-24T09:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00810:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($52k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":80,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$52k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00810","actor":"rep_25","timestamp":"2026-01-24T09:22:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00810:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $224k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=223508, discount=0.24, term=3)","http_status":200,"latency_ms":170,"raw_payload":"{\"exception_id\":\"exc_crm_00810\",\"list_arr\":223508,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":223508,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=223508, discount=0.24, term=3)"}},{"episode_id":"crm_00810","actor":"rep_25","timestamp":"2026-01-24T09:37:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00810:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $305420 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00810'\")","http_status":200,"latency_ms":307,"raw_payload":"{\"records\":[{\"NetARR__c\":305420,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":305420,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00810'\")"}},{"episode_id":"crm_00810","actor":"rep_25","timestamp":"2026-01-24T09:42:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00810:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=296687, cogs_rate=0.186)","http_status":200,"latency_ms":253,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=296687, cogs_rate=0.186)"}},{"episode_id":"crm_00810","actor":"rep_25","timestamp":"2026-01-24T09:59:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00810:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":174,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00810","actor":"rep_25","timestamp":"2026-01-24T09:30:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00810:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":106,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00810","actor":"rep_25","timestamp":"2026-01-24T09:57:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00810:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00810\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":286,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00810\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00810","actor":"rep_25","timestamp":"2026-01-24T09:43:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00810:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":89,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00810"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_00810","actor":"rep_25","timestamp":"2026-01-24T10:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00810:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00810)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00810\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":130,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00810\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00811","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-02-25T12:13:00.000Z","closed_at":"2026-02-25T13:41:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($245k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00811","actor":"rep_19","timestamp":"2026-02-25T12:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00811:00","content":"Operational trigger received from salesforce for Beacon Energy ($245k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":199,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$245k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00811","actor":"rep_19","timestamp":"2026-02-25T12:18:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00811:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $148k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=147992, discount=0.24, term=3)","http_status":200,"latency_ms":202,"raw_payload":"{\"exception_id\":\"exc_crm_00811\",\"list_arr\":147992,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":147992,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=147992, discount=0.24, term=3)"}},{"episode_id":"crm_00811","actor":"rep_19","timestamp":"2026-02-25T12:29:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00811:02","content":"Reviewed Opportunity terms for Beacon Energy: $50211 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00811'\")","http_status":200,"latency_ms":121,"raw_payload":"{\"records\":[{\"NetARR__c\":50211,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":50211,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00811'\")"}},{"episode_id":"crm_00811","actor":"rep_19","timestamp":"2026-02-25T12:46:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00811:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=116769, cogs_rate=0.186)","http_status":200,"latency_ms":104,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=116769, cogs_rate=0.186)"}},{"episode_id":"crm_00811","actor":"rep_19","timestamp":"2026-02-25T12:57:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00811:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":241,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00811","actor":"rep_19","timestamp":"2026-02-25T12:33:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00811:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":258,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00811","actor":"rep_19","timestamp":"2026-02-25T13:13:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00811:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00811\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":332,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00811\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00811","actor":"rep_19","timestamp":"2026-02-25T13:16:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00811:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":145,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00811"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00811","actor":"rep_19","timestamp":"2026-02-25T13:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00811:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00811)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00811\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":56,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00811\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00812","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-02-17T03:28:00.000Z","closed_at":"2026-02-17T04:24:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($121k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00812","actor":"rep_32","timestamp":"2026-02-17T03:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00812:00","content":"Operational trigger received from salesforce for Pinnacle Media ($121k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$121k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00812","actor":"rep_32","timestamp":"2026-02-17T03:39:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00812:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $318k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=317768, discount=0.24, term=3)","http_status":200,"latency_ms":200,"raw_payload":"{\"exception_id\":\"exc_crm_00812\",\"list_arr\":317768,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":317768,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=317768, discount=0.24, term=3)"}},{"episode_id":"crm_00812","actor":"rep_32","timestamp":"2026-02-17T03:34:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00812:02","content":"Reviewed Opportunity terms for Pinnacle Media: $68932 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00812'\")","http_status":200,"latency_ms":124,"raw_payload":"{\"records\":[{\"NetARR__c\":68932,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":68932,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00812'\")"}},{"episode_id":"crm_00812","actor":"rep_32","timestamp":"2026-02-17T03:58:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00812:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=267100, cogs_rate=0.186)","http_status":200,"latency_ms":242,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=267100, cogs_rate=0.186)"}},{"episode_id":"crm_00812","actor":"rep_32","timestamp":"2026-02-17T04:08:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00812:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":382,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00812","actor":"rep_32","timestamp":"2026-02-17T04:03:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00812:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":302,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00812","actor":"rep_32","timestamp":"2026-02-17T04:04:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00812:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00812\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":245,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00812\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00812","actor":"rep_32","timestamp":"2026-02-17T04:38:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00812:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":247,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00812"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00812","actor":"rep_32","timestamp":"2026-02-17T04:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00812:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00812)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00812\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":105,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00812\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00813","actor":"rep_19","actor_name":"James Wilson","company":"Meridian Logistics","opened_at":"2026-02-27T00:07:00.000Z","closed_at":"2026-02-27T01:35:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($134k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00813","actor":"rep_19","timestamp":"2026-02-27T00:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00813:00","content":"Operational trigger received from salesforce for Meridian Logistics ($134k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":263,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$134k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00813","actor":"rep_19","timestamp":"2026-02-27T00:10:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00813:01","content":"Deal desk pricing exception filed for Meridian Logistics: requested 24% multi-year discount on $134k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=133513, discount=0.24, term=3)","http_status":200,"latency_ms":245,"raw_payload":"{\"exception_id\":\"exc_crm_00813\",\"list_arr\":133513,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":133513,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=133513, discount=0.24, term=3)"}},{"episode_id":"crm_00813","actor":"rep_19","timestamp":"2026-02-27T00:17:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00813:02","content":"Reviewed Opportunity terms for Meridian Logistics: $66046 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00813'\")","http_status":200,"latency_ms":299,"raw_payload":"{\"records\":[{\"NetARR__c\":66046,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":66046,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00813'\")"}},{"episode_id":"crm_00813","actor":"rep_19","timestamp":"2026-02-27T00:40:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00813:03","content":"Financial margin calculated for Meridian Logistics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=314436, cogs_rate=0.186)","http_status":200,"latency_ms":178,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=314436, cogs_rate=0.186)"}},{"episode_id":"crm_00813","actor":"rep_19","timestamp":"2026-02-27T00:51:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00813:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":237,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00813","actor":"rep_19","timestamp":"2026-02-27T01:02:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00813:05","content":"Commercial risk review for Meridian Logistics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":299,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00813","actor":"rep_19","timestamp":"2026-02-27T00:37:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00813:06","content":"Recommended approval for Meridian Logistics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00813\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":304,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00813\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00813","actor":"rep_19","timestamp":"2026-02-27T00:35:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00813:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])","http_status":200,"latency_ms":126,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00813"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])"}},{"episode_id":"crm_00813","actor":"rep_19","timestamp":"2026-02-27T01:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00813:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00813)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00813\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":224,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00813\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00814","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-01-19T13:25:00.000Z","closed_at":"2026-01-19T14:29:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($403k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00814","actor":"rep_01","timestamp":"2026-01-19T13:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00814:00","content":"Operational trigger received from salesforce for Acme Health Systems ($403k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$403k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00814","actor":"rep_01","timestamp":"2026-01-19T13:32:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00814:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $301k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=300853, discount=0.24, term=3)","http_status":200,"latency_ms":218,"raw_payload":"{\"exception_id\":\"exc_crm_00814\",\"list_arr\":300853,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":300853,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=300853, discount=0.24, term=3)"}},{"episode_id":"crm_00814","actor":"rep_01","timestamp":"2026-01-19T13:39:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00814:02","content":"Reviewed Opportunity terms for Acme Health Systems: $93238 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00814'\")","http_status":200,"latency_ms":173,"raw_payload":"{\"records\":[{\"NetARR__c\":93238,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":93238,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00814'\")"}},{"episode_id":"crm_00814","actor":"rep_01","timestamp":"2026-01-19T13:49:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00814:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=222061, cogs_rate=0.186)","http_status":200,"latency_ms":198,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=222061, cogs_rate=0.186)"}},{"episode_id":"crm_00814","actor":"rep_01","timestamp":"2026-01-19T14:01:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00814:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":236,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00814","actor":"rep_01","timestamp":"2026-01-19T13:55:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00814:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":288,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00814","actor":"rep_01","timestamp":"2026-01-19T14:31:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00814:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00814\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":158,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00814\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00814","actor":"rep_01","timestamp":"2026-01-19T14:14:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00814:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":318,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00814"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00814","actor":"rep_01","timestamp":"2026-01-19T14:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00814:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00814)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00814\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":250,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00814\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00815","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-01-07T22:46:00.000Z","closed_at":"2026-01-07T23:26:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($122k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00815","actor":"rep_37","timestamp":"2026-01-07T22:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00815:00","content":"Operational trigger received from salesforce for Nexus AI ($122k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":199,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$122k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00815","actor":"rep_37","timestamp":"2026-01-07T22:52:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00815:01","content":"Deal desk pricing exception filed for Nexus AI: requested 24% multi-year discount on $347k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=347198, discount=0.24, term=3)","http_status":200,"latency_ms":245,"raw_payload":"{\"exception_id\":\"exc_crm_00815\",\"list_arr\":347198,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":347198,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=347198, discount=0.24, term=3)"}},{"episode_id":"crm_00815","actor":"rep_37","timestamp":"2026-01-07T22:56:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00815:02","content":"Reviewed Opportunity terms for Nexus AI: $256698 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00815'\")","http_status":200,"latency_ms":143,"raw_payload":"{\"records\":[{\"NetARR__c\":256698,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":256698,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00815'\")"}},{"episode_id":"crm_00815","actor":"rep_37","timestamp":"2026-01-07T22:55:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00815:03","content":"Financial margin calculated for Nexus AI: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=120551, cogs_rate=0.186)","http_status":200,"latency_ms":132,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=120551, cogs_rate=0.186)"}},{"episode_id":"crm_00815","actor":"rep_37","timestamp":"2026-01-07T22:58:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00815:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":373,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00815","actor":"rep_37","timestamp":"2026-01-07T23:16:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00815:05","content":"Commercial risk review for Nexus AI: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":230,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00815","actor":"rep_37","timestamp":"2026-01-07T23:22:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00815:06","content":"Recommended approval for Nexus AI discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00815\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":121,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00815\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00815","actor":"rep_37","timestamp":"2026-01-07T23:42:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00815:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])","http_status":200,"latency_ms":223,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00815"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])"}},{"episode_id":"crm_00815","actor":"rep_37","timestamp":"2026-01-07T23:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00815:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00815)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00815\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":50,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00815\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00816","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-01-06T02:22:00.000Z","closed_at":"2026-01-06T03:10:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($88k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00816","actor":"rep_11","timestamp":"2026-01-06T02:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00816:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($88k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":55,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$88k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00816","actor":"rep_11","timestamp":"2026-01-06T02:29:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00816:01","content":"Deal desk pricing exception filed for OmniChannel Inc: requested 24% multi-year discount on $360k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=359788, discount=0.24, term=3)","http_status":200,"latency_ms":91,"raw_payload":"{\"exception_id\":\"exc_crm_00816\",\"list_arr\":359788,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":359788,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=359788, discount=0.24, term=3)"}},{"episode_id":"crm_00816","actor":"rep_11","timestamp":"2026-01-06T02:32:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00816:02","content":"Reviewed Opportunity terms for OmniChannel Inc: $82912 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00816'\")","http_status":200,"latency_ms":177,"raw_payload":"{\"records\":[{\"NetARR__c\":82912,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":82912,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00816'\")"}},{"episode_id":"crm_00816","actor":"rep_11","timestamp":"2026-01-06T02:49:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00816:03","content":"Financial margin calculated for OmniChannel Inc: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=290945, cogs_rate=0.186)","http_status":200,"latency_ms":143,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=290945, cogs_rate=0.186)"}},{"episode_id":"crm_00816","actor":"rep_11","timestamp":"2026-01-06T02:34:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00816:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":220,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00816","actor":"rep_11","timestamp":"2026-01-06T02:52:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00816:05","content":"Commercial risk review for OmniChannel Inc: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":211,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00816","actor":"rep_11","timestamp":"2026-01-06T03:22:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00816:06","content":"Recommended approval for OmniChannel Inc discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00816\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":289,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00816\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00816","actor":"rep_11","timestamp":"2026-01-06T02:43:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00816:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])","http_status":200,"latency_ms":95,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00816"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])"}},{"episode_id":"crm_00816","actor":"rep_11","timestamp":"2026-01-06T03:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00816:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00816)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00816\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00816\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00817","actor":"rep_32","actor_name":"Liam O'Connor","company":"Sentinel Networks","opened_at":"2026-03-15T00:34:00.000Z","closed_at":"2026-03-15T01:38:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($171k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00817","actor":"rep_32","timestamp":"2026-03-15T00:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00817:00","content":"Operational trigger received from salesforce for Sentinel Networks ($171k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$171k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00817","actor":"rep_32","timestamp":"2026-03-15T00:44:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00817:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $391k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=391394, discount=0.24, term=3)","http_status":200,"latency_ms":260,"raw_payload":"{\"exception_id\":\"exc_crm_00817\",\"list_arr\":391394,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":391394,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=391394, discount=0.24, term=3)"}},{"episode_id":"crm_00817","actor":"rep_32","timestamp":"2026-03-15T00:44:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00817:02","content":"Reviewed Opportunity terms for Sentinel Networks: $234652 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00817'\")","http_status":200,"latency_ms":200,"raw_payload":"{\"records\":[{\"NetARR__c\":234652,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":234652,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00817'\")"}},{"episode_id":"crm_00817","actor":"rep_32","timestamp":"2026-03-15T01:04:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00817:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=238768, cogs_rate=0.186)","http_status":200,"latency_ms":301,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=238768, cogs_rate=0.186)"}},{"episode_id":"crm_00817","actor":"rep_32","timestamp":"2026-03-15T00:50:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00817:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":292,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00817","actor":"rep_32","timestamp":"2026-03-15T01:14:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00817:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":216,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00817","actor":"rep_32","timestamp":"2026-03-15T00:52:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00817:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00817\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":223,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00817\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00817","actor":"rep_32","timestamp":"2026-03-15T01:30:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00817:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":173,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00817"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00817","actor":"rep_32","timestamp":"2026-03-15T01:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00817:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00817)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00817\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":82,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00817\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00818","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-03-07T13:19:00.000Z","closed_at":"2026-03-07T14:39:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($395k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00818","actor":"rep_19","timestamp":"2026-03-07T13:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00818:00","content":"Operational trigger received from salesforce for Sentinel Networks ($395k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":64,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$395k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00818","actor":"rep_19","timestamp":"2026-03-07T13:22:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00818:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $248k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=248478, discount=0.24, term=3)","http_status":200,"latency_ms":147,"raw_payload":"{\"exception_id\":\"exc_crm_00818\",\"list_arr\":248478,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":248478,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=248478, discount=0.24, term=3)"}},{"episode_id":"crm_00818","actor":"rep_19","timestamp":"2026-03-07T13:25:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00818:02","content":"Reviewed Opportunity terms for Sentinel Networks: $114695 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00818'\")","http_status":200,"latency_ms":164,"raw_payload":"{\"records\":[{\"NetARR__c\":114695,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":114695,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00818'\")"}},{"episode_id":"crm_00818","actor":"rep_19","timestamp":"2026-03-07T13:46:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00818:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=237304, cogs_rate=0.186)","http_status":200,"latency_ms":183,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=237304, cogs_rate=0.186)"}},{"episode_id":"crm_00818","actor":"rep_19","timestamp":"2026-03-07T13:39:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00818:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":159,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00818","actor":"rep_19","timestamp":"2026-03-07T14:04:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00818:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":223,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00818","actor":"rep_19","timestamp":"2026-03-07T13:43:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00818:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00818\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":234,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00818\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00818","actor":"rep_19","timestamp":"2026-03-07T13:47:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00818:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":180,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00818"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00818","actor":"rep_19","timestamp":"2026-03-07T14:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00818:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00818)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00818\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":57,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00818\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00819","actor":"rep_20","actor_name":"Maya Patel","company":"Pinnacle Media","opened_at":"2026-03-09T05:43:00.000Z","closed_at":"2026-03-09T06:23:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($222k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00819","actor":"rep_20","timestamp":"2026-03-09T05:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00819:00","content":"Operational trigger received from salesforce for Pinnacle Media ($222k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$222k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00819","actor":"rep_20","timestamp":"2026-03-09T05:53:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00819:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $166k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=166017, discount=0.24, term=3)","http_status":200,"latency_ms":196,"raw_payload":"{\"exception_id\":\"exc_crm_00819\",\"list_arr\":166017,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":166017,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=166017, discount=0.24, term=3)"}},{"episode_id":"crm_00819","actor":"rep_20","timestamp":"2026-03-09T06:05:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00819:02","content":"Reviewed Opportunity terms for Pinnacle Media: $206540 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00819'\")","http_status":200,"latency_ms":184,"raw_payload":"{\"records\":[{\"NetARR__c\":206540,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":206540,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00819'\")"}},{"episode_id":"crm_00819","actor":"rep_20","timestamp":"2026-03-09T06:13:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00819:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=233162, cogs_rate=0.186)","http_status":200,"latency_ms":105,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=233162, cogs_rate=0.186)"}},{"episode_id":"crm_00819","actor":"rep_20","timestamp":"2026-03-09T05:55:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00819:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":309,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00819","actor":"rep_20","timestamp":"2026-03-09T06:03:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00819:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":157,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00819","actor":"rep_20","timestamp":"2026-03-09T06:13:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00819:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00819\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":207,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00819\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00819","actor":"rep_20","timestamp":"2026-03-09T06:25:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00819:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":178,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00819"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00819","actor":"rep_20","timestamp":"2026-03-09T06:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00819:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00819)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00819\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":190,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00819\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00820","actor":"rep_11","actor_name":"David Kim","company":"Aura Therapeutics","opened_at":"2026-01-28T00:58:00.000Z","closed_at":"2026-01-28T01:38:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($330k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00820","actor":"rep_11","timestamp":"2026-01-28T00:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00820:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($330k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$330k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00820","actor":"rep_11","timestamp":"2026-01-28T01:06:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00820:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $451k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=450655, discount=0.24, term=3)","http_status":200,"latency_ms":69,"raw_payload":"{\"exception_id\":\"exc_crm_00820\",\"list_arr\":450655,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":450655,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=450655, discount=0.24, term=3)"}},{"episode_id":"crm_00820","actor":"rep_11","timestamp":"2026-01-28T01:06:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00820:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $307767 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00820'\")","http_status":200,"latency_ms":216,"raw_payload":"{\"records\":[{\"NetARR__c\":307767,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":307767,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00820'\")"}},{"episode_id":"crm_00820","actor":"rep_11","timestamp":"2026-01-28T01:07:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00820:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=121907, cogs_rate=0.186)","http_status":200,"latency_ms":196,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=121907, cogs_rate=0.186)"}},{"episode_id":"crm_00820","actor":"rep_11","timestamp":"2026-01-28T01:38:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00820:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":389,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00820","actor":"rep_11","timestamp":"2026-01-28T01:43:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00820:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":151,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00820","actor":"rep_11","timestamp":"2026-01-28T01:16:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00820:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00820\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":246,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00820\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00820","actor":"rep_11","timestamp":"2026-01-28T01:19:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00820:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":124,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00820"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_00820","actor":"rep_11","timestamp":"2026-01-28T01:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00820:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00820)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00820\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":157,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00820\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00821","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vertex Cyber","opened_at":"2026-01-14T17:36:00.000Z","closed_at":"2026-01-14T19:04:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($333k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00821","actor":"rep_25","timestamp":"2026-01-14T17:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00821:00","content":"Operational trigger received from salesforce for Vertex Cyber ($333k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$333k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00821","actor":"rep_25","timestamp":"2026-01-14T17:46:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00821:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $311k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=310717, discount=0.24, term=3)","http_status":200,"latency_ms":101,"raw_payload":"{\"exception_id\":\"exc_crm_00821\",\"list_arr\":310717,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":310717,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=310717, discount=0.24, term=3)"}},{"episode_id":"crm_00821","actor":"rep_25","timestamp":"2026-01-14T17:48:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00821:02","content":"Reviewed Opportunity terms for Vertex Cyber: $317206 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00821'\")","http_status":200,"latency_ms":198,"raw_payload":"{\"records\":[{\"NetARR__c\":317206,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":317206,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00821'\")"}},{"episode_id":"crm_00821","actor":"rep_25","timestamp":"2026-01-14T17:45:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00821:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=193168, cogs_rate=0.186)","http_status":200,"latency_ms":114,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=193168, cogs_rate=0.186)"}},{"episode_id":"crm_00821","actor":"rep_25","timestamp":"2026-01-14T18:08:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00821:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":379,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00821","actor":"rep_25","timestamp":"2026-01-14T18:06:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00821:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":188,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00821","actor":"rep_25","timestamp":"2026-01-14T18:00:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00821:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00821\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":197,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00821\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00821","actor":"rep_25","timestamp":"2026-01-14T18:39:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00821:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":140,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00821"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_00821","actor":"rep_25","timestamp":"2026-01-14T19:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00821:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00821)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00821\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00821\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00822","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-03-13T08:01:00.000Z","closed_at":"2026-03-13T09:29:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($400k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00822","actor":"rep_09","timestamp":"2026-03-13T08:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00822:00","content":"Operational trigger received from salesforce for Vanguard Financial ($400k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$400k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00822","actor":"rep_09","timestamp":"2026-03-13T08:05:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00822:01","content":"Deal desk pricing exception filed for Vanguard Financial: requested 24% multi-year discount on $271k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=270712, discount=0.24, term=3)","http_status":200,"latency_ms":223,"raw_payload":"{\"exception_id\":\"exc_crm_00822\",\"list_arr\":270712,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":270712,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=270712, discount=0.24, term=3)"}},{"episode_id":"crm_00822","actor":"rep_09","timestamp":"2026-03-13T08:19:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00822:02","content":"Reviewed Opportunity terms for Vanguard Financial: $261375 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00822'\")","http_status":200,"latency_ms":119,"raw_payload":"{\"records\":[{\"NetARR__c\":261375,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":261375,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00822'\")"}},{"episode_id":"crm_00822","actor":"rep_09","timestamp":"2026-03-13T08:22:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00822:03","content":"Financial margin calculated for Vanguard Financial: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=110551, cogs_rate=0.186)","http_status":200,"latency_ms":186,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=110551, cogs_rate=0.186)"}},{"episode_id":"crm_00822","actor":"rep_09","timestamp":"2026-03-13T08:37:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00822:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":230,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00822","actor":"rep_09","timestamp":"2026-03-13T08:16:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00822:05","content":"Commercial risk review for Vanguard Financial: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":121,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00822","actor":"rep_09","timestamp":"2026-03-13T08:25:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00822:06","content":"Recommended approval for Vanguard Financial discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00822\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":227,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00822\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00822","actor":"rep_09","timestamp":"2026-03-13T08:57:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00822:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])","http_status":200,"latency_ms":215,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00822"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])"}},{"episode_id":"crm_00822","actor":"rep_09","timestamp":"2026-03-13T09:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00822:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00822)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00822\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00822\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00823","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-01-26T16:49:00.000Z","closed_at":"2026-01-26T17:45:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($445k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00823","actor":"rep_09","timestamp":"2026-01-26T16:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00823:00","content":"Operational trigger received from salesforce for Sentinel Networks ($445k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$445k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00823","actor":"rep_09","timestamp":"2026-01-26T16:56:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00823:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $351k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=350755, discount=0.24, term=3)","http_status":200,"latency_ms":256,"raw_payload":"{\"exception_id\":\"exc_crm_00823\",\"list_arr\":350755,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":350755,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=350755, discount=0.24, term=3)"}},{"episode_id":"crm_00823","actor":"rep_09","timestamp":"2026-01-26T17:03:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00823:02","content":"Reviewed Opportunity terms for Sentinel Networks: $165403 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00823'\")","http_status":200,"latency_ms":191,"raw_payload":"{\"records\":[{\"NetARR__c\":165403,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":165403,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00823'\")"}},{"episode_id":"crm_00823","actor":"rep_09","timestamp":"2026-01-26T17:10:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00823:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=272924, cogs_rate=0.186)","http_status":200,"latency_ms":218,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=272924, cogs_rate=0.186)"}},{"episode_id":"crm_00823","actor":"rep_09","timestamp":"2026-01-26T17:29:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00823:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":393,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00823","actor":"rep_09","timestamp":"2026-01-26T17:34:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00823:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":213,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00823","actor":"rep_09","timestamp":"2026-01-26T17:13:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00823:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00823\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":233,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00823\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00823","actor":"rep_09","timestamp":"2026-01-26T17:17:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00823:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":222,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00823"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00823","actor":"rep_09","timestamp":"2026-01-26T17:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00823:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00823)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00823\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00823\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00824","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-01-03T03:11:00.000Z","closed_at":"2026-01-03T04:23:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($411k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00824","actor":"rep_01","timestamp":"2026-01-03T03:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00824:00","content":"Operational trigger received from salesforce for FinTech Global ($411k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":100,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$411k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00824","actor":"rep_01","timestamp":"2026-01-03T03:14:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00824:01","content":"Deal desk pricing exception filed for FinTech Global: requested 24% multi-year discount on $351k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=350540, discount=0.24, term=3)","http_status":200,"latency_ms":101,"raw_payload":"{\"exception_id\":\"exc_crm_00824\",\"list_arr\":350540,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":350540,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=350540, discount=0.24, term=3)"}},{"episode_id":"crm_00824","actor":"rep_01","timestamp":"2026-01-03T03:29:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00824:02","content":"Reviewed Opportunity terms for FinTech Global: $146047 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00824'\")","http_status":200,"latency_ms":326,"raw_payload":"{\"records\":[{\"NetARR__c\":146047,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":146047,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00824'\")"}},{"episode_id":"crm_00824","actor":"rep_01","timestamp":"2026-01-03T03:44:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00824:03","content":"Financial margin calculated for FinTech Global: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=81952, cogs_rate=0.186)","http_status":200,"latency_ms":106,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=81952, cogs_rate=0.186)"}},{"episode_id":"crm_00824","actor":"rep_01","timestamp":"2026-01-03T03:35:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00824:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":361,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00824","actor":"rep_01","timestamp":"2026-01-03T03:46:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00824:05","content":"Commercial risk review for FinTech Global: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":174,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00824","actor":"rep_01","timestamp":"2026-01-03T03:59:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00824:06","content":"Recommended approval for FinTech Global discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00824\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":157,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00824\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00824","actor":"rep_01","timestamp":"2026-01-03T04:21:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00824:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])","http_status":200,"latency_ms":301,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00824"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])"}},{"episode_id":"crm_00824","actor":"rep_01","timestamp":"2026-01-03T04:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00824:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00824)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00824\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00824\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00825","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-02-07T02:06:00.000Z","closed_at":"2026-02-07T02:38:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($57k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00825","actor":"rep_06","timestamp":"2026-02-07T02:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00825:00","content":"Operational trigger received from salesforce for Stripe Technologies ($57k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":223,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$57k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00825","actor":"rep_06","timestamp":"2026-02-07T02:11:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00825:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $258k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=258252, discount=0.24, term=3)","http_status":200,"latency_ms":102,"raw_payload":"{\"exception_id\":\"exc_crm_00825\",\"list_arr\":258252,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":258252,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=258252, discount=0.24, term=3)"}},{"episode_id":"crm_00825","actor":"rep_06","timestamp":"2026-02-07T02:28:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00825:02","content":"Reviewed Opportunity terms for Stripe Technologies: $50301 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00825'\")","http_status":200,"latency_ms":249,"raw_payload":"{\"records\":[{\"NetARR__c\":50301,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":50301,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00825'\")"}},{"episode_id":"crm_00825","actor":"rep_06","timestamp":"2026-02-07T02:15:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00825:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=51792, cogs_rate=0.186)","http_status":200,"latency_ms":284,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=51792, cogs_rate=0.186)"}},{"episode_id":"crm_00825","actor":"rep_06","timestamp":"2026-02-07T02:50:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00825:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":330,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00825","actor":"rep_06","timestamp":"2026-02-07T02:36:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00825:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":244,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00825","actor":"rep_06","timestamp":"2026-02-07T03:06:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00825:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00825\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":341,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00825\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00825","actor":"rep_06","timestamp":"2026-02-07T02:34:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00825:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":159,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00825"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00825","actor":"rep_06","timestamp":"2026-02-07T02:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00825:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00825)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00825\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":196,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00825\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00826","actor":"rep_11","actor_name":"David Kim","company":"Aura Therapeutics","opened_at":"2026-02-10T17:20:00.000Z","closed_at":"2026-02-10T17:52:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($132k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00826","actor":"rep_11","timestamp":"2026-02-10T17:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00826:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($132k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":88,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$132k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00826","actor":"rep_11","timestamp":"2026-02-10T17:27:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00826:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $141k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=140724, discount=0.24, term=3)","http_status":200,"latency_ms":220,"raw_payload":"{\"exception_id\":\"exc_crm_00826\",\"list_arr\":140724,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":140724,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=140724, discount=0.24, term=3)"}},{"episode_id":"crm_00826","actor":"rep_11","timestamp":"2026-02-10T17:42:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00826:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $259871 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00826'\")","http_status":200,"latency_ms":260,"raw_payload":"{\"records\":[{\"NetARR__c\":259871,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":259871,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00826'\")"}},{"episode_id":"crm_00826","actor":"rep_11","timestamp":"2026-02-10T17:44:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00826:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=333556, cogs_rate=0.186)","http_status":200,"latency_ms":274,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=333556, cogs_rate=0.186)"}},{"episode_id":"crm_00826","actor":"rep_11","timestamp":"2026-02-10T17:32:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00826:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":385,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00826","actor":"rep_11","timestamp":"2026-02-10T17:50:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00826:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":164,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00826","actor":"rep_11","timestamp":"2026-02-10T17:38:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00826:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00826\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":145,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00826\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00826","actor":"rep_11","timestamp":"2026-02-10T18:37:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00826:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":213,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00826"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_00826","actor":"rep_11","timestamp":"2026-02-10T17:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00826:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00826)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00826\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":193,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00826\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00827","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-02-10T19:28:00.000Z","closed_at":"2026-02-10T20:00:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($55k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00827","actor":"rep_11","timestamp":"2026-02-10T19:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00827:00","content":"Operational trigger received from salesforce for Meridian Logistics ($55k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$55k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00827","actor":"rep_11","timestamp":"2026-02-10T19:34:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00827:01","content":"Deal desk pricing exception filed for Meridian Logistics: requested 24% multi-year discount on $140k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=140131, discount=0.24, term=3)","http_status":200,"latency_ms":98,"raw_payload":"{\"exception_id\":\"exc_crm_00827\",\"list_arr\":140131,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":140131,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=140131, discount=0.24, term=3)"}},{"episode_id":"crm_00827","actor":"rep_11","timestamp":"2026-02-10T19:42:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00827:02","content":"Reviewed Opportunity terms for Meridian Logistics: $228531 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00827'\")","http_status":200,"latency_ms":166,"raw_payload":"{\"records\":[{\"NetARR__c\":228531,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":228531,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00827'\")"}},{"episode_id":"crm_00827","actor":"rep_11","timestamp":"2026-02-10T19:46:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00827:03","content":"Financial margin calculated for Meridian Logistics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=62542, cogs_rate=0.186)","http_status":200,"latency_ms":223,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=62542, cogs_rate=0.186)"}},{"episode_id":"crm_00827","actor":"rep_11","timestamp":"2026-02-10T19:52:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00827:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":226,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00827","actor":"rep_11","timestamp":"2026-02-10T19:43:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00827:05","content":"Commercial risk review for Meridian Logistics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":260,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00827","actor":"rep_11","timestamp":"2026-02-10T19:46:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00827:06","content":"Recommended approval for Meridian Logistics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00827\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":268,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00827\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00827","actor":"rep_11","timestamp":"2026-02-10T20:17:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00827:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])","http_status":200,"latency_ms":238,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00827"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])"}},{"episode_id":"crm_00827","actor":"rep_11","timestamp":"2026-02-10T20:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00827:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00827)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00827\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00827\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00828","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-01-30T23:13:00.000Z","closed_at":"2026-01-30T23:45:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($312k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00828","actor":"rep_14","timestamp":"2026-01-30T23:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00828:00","content":"Operational trigger received from salesforce for Sentinel Networks ($312k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":149,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$312k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00828","actor":"rep_14","timestamp":"2026-01-30T23:22:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00828:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $143k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=143293, discount=0.24, term=3)","http_status":200,"latency_ms":255,"raw_payload":"{\"exception_id\":\"exc_crm_00828\",\"list_arr\":143293,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":143293,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=143293, discount=0.24, term=3)"}},{"episode_id":"crm_00828","actor":"rep_14","timestamp":"2026-01-30T23:31:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00828:02","content":"Reviewed Opportunity terms for Sentinel Networks: $71432 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00828'\")","http_status":200,"latency_ms":168,"raw_payload":"{\"records\":[{\"NetARR__c\":71432,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":71432,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00828'\")"}},{"episode_id":"crm_00828","actor":"rep_14","timestamp":"2026-01-30T23:22:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00828:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=242495, cogs_rate=0.186)","http_status":200,"latency_ms":155,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=242495, cogs_rate=0.186)"}},{"episode_id":"crm_00828","actor":"rep_14","timestamp":"2026-01-30T23:45:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00828:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":187,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00828","actor":"rep_14","timestamp":"2026-01-30T23:48:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00828:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":267,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00828","actor":"rep_14","timestamp":"2026-01-31T00:01:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00828:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00828\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":148,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00828\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00828","actor":"rep_14","timestamp":"2026-01-30T23:55:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00828:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":173,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00828"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00828","actor":"rep_14","timestamp":"2026-01-30T23:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00828:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00828)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00828\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":214,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00828\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00829","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-01-13T17:23:00.000Z","closed_at":"2026-01-13T18:35:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($108k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00829","actor":"rep_06","timestamp":"2026-01-13T17:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00829:00","content":"Operational trigger received from salesforce for Acme Health Systems ($108k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":266,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$108k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00829","actor":"rep_06","timestamp":"2026-01-13T17:30:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00829:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $279k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=279498, discount=0.24, term=3)","http_status":200,"latency_ms":198,"raw_payload":"{\"exception_id\":\"exc_crm_00829\",\"list_arr\":279498,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":279498,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=279498, discount=0.24, term=3)"}},{"episode_id":"crm_00829","actor":"rep_06","timestamp":"2026-01-13T17:45:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00829:02","content":"Reviewed Opportunity terms for Acme Health Systems: $260061 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00829'\")","http_status":200,"latency_ms":274,"raw_payload":"{\"records\":[{\"NetARR__c\":260061,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":260061,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00829'\")"}},{"episode_id":"crm_00829","actor":"rep_06","timestamp":"2026-01-13T17:50:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00829:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=307333, cogs_rate=0.186)","http_status":200,"latency_ms":170,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=307333, cogs_rate=0.186)"}},{"episode_id":"crm_00829","actor":"rep_06","timestamp":"2026-01-13T17:43:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00829:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":186,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00829","actor":"rep_06","timestamp":"2026-01-13T18:18:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00829:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":154,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00829","actor":"rep_06","timestamp":"2026-01-13T18:17:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00829:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00829\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":256,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00829\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00829","actor":"rep_06","timestamp":"2026-01-13T18:33:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00829:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":125,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00829"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00829","actor":"rep_06","timestamp":"2026-01-13T18:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00829:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00829)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00829\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00829\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00830","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-01-24T13:44:00.000Z","closed_at":"2026-01-24T14:08:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($150k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00830","actor":"rep_37","timestamp":"2026-01-24T13:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00830:00","content":"Operational trigger received from salesforce for Beacon Energy ($150k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":89,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$150k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00830","actor":"rep_37","timestamp":"2026-01-24T13:55:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00830:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $446k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=445506, discount=0.24, term=3)","http_status":200,"latency_ms":190,"raw_payload":"{\"exception_id\":\"exc_crm_00830\",\"list_arr\":445506,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":445506,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=445506, discount=0.24, term=3)"}},{"episode_id":"crm_00830","actor":"rep_37","timestamp":"2026-01-24T13:52:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00830:02","content":"Reviewed Opportunity terms for Beacon Energy: $242254 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00830'\")","http_status":200,"latency_ms":149,"raw_payload":"{\"records\":[{\"NetARR__c\":242254,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":242254,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00830'\")"}},{"episode_id":"crm_00830","actor":"rep_37","timestamp":"2026-01-24T14:11:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00830:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=346935, cogs_rate=0.186)","http_status":200,"latency_ms":312,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=346935, cogs_rate=0.186)"}},{"episode_id":"crm_00830","actor":"rep_37","timestamp":"2026-01-24T13:56:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00830:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":224,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00830","actor":"rep_37","timestamp":"2026-01-24T14:19:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00830:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":290,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00830","actor":"rep_37","timestamp":"2026-01-24T14:08:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00830:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00830\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":324,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00830\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00830","actor":"rep_37","timestamp":"2026-01-24T14:54:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00830:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":296,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00830"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00830","actor":"rep_37","timestamp":"2026-01-24T14:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00830:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00830)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00830\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00830\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00831","actor":"rep_14","actor_name":"Rachel Adams","company":"Nexus AI","opened_at":"2026-03-14T21:37:00.000Z","closed_at":"2026-03-14T22:01:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($119k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00831","actor":"rep_14","timestamp":"2026-03-14T21:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00831:00","content":"Operational trigger received from salesforce for Nexus AI ($119k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":86,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$119k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00831","actor":"rep_14","timestamp":"2026-03-14T21:40:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00831:01","content":"Deal desk pricing exception filed for Nexus AI: requested 24% multi-year discount on $116k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=115680, discount=0.24, term=3)","http_status":200,"latency_ms":222,"raw_payload":"{\"exception_id\":\"exc_crm_00831\",\"list_arr\":115680,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":115680,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=115680, discount=0.24, term=3)"}},{"episode_id":"crm_00831","actor":"rep_14","timestamp":"2026-03-14T21:47:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00831:02","content":"Reviewed Opportunity terms for Nexus AI: $61187 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00831'\")","http_status":200,"latency_ms":171,"raw_payload":"{\"records\":[{\"NetARR__c\":61187,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":61187,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00831'\")"}},{"episode_id":"crm_00831","actor":"rep_14","timestamp":"2026-03-14T21:55:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00831:03","content":"Financial margin calculated for Nexus AI: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=302062, cogs_rate=0.186)","http_status":200,"latency_ms":238,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=302062, cogs_rate=0.186)"}},{"episode_id":"crm_00831","actor":"rep_14","timestamp":"2026-03-14T22:17:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00831:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":374,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00831","actor":"rep_14","timestamp":"2026-03-14T22:12:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00831:05","content":"Commercial risk review for Nexus AI: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":119,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00831","actor":"rep_14","timestamp":"2026-03-14T22:13:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00831:06","content":"Recommended approval for Nexus AI discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00831\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":321,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00831\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00831","actor":"rep_14","timestamp":"2026-03-14T22:26:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00831:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])","http_status":200,"latency_ms":185,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00831"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])"}},{"episode_id":"crm_00831","actor":"rep_14","timestamp":"2026-03-14T22:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00831:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00831)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00831\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":162,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00831\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00832","actor":"rep_32","actor_name":"Liam O'Connor","company":"CloudScale Data","opened_at":"2026-01-01T15:25:00.000Z","closed_at":"2026-01-01T16:21:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($345k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00832","actor":"rep_32","timestamp":"2026-01-01T15:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00832:00","content":"Operational trigger received from salesforce for CloudScale Data ($345k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":189,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$345k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00832","actor":"rep_32","timestamp":"2026-01-01T15:30:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00832:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $94k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=93849, discount=0.24, term=3)","http_status":200,"latency_ms":112,"raw_payload":"{\"exception_id\":\"exc_crm_00832\",\"list_arr\":93849,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":93849,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=93849, discount=0.24, term=3)"}},{"episode_id":"crm_00832","actor":"rep_32","timestamp":"2026-01-01T15:31:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00832:02","content":"Reviewed Opportunity terms for CloudScale Data: $34803 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00832'\")","http_status":200,"latency_ms":146,"raw_payload":"{\"records\":[{\"NetARR__c\":34803,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":34803,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00832'\")"}},{"episode_id":"crm_00832","actor":"rep_32","timestamp":"2026-01-01T15:37:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00832:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=77460, cogs_rate=0.186)","http_status":200,"latency_ms":206,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=77460, cogs_rate=0.186)"}},{"episode_id":"crm_00832","actor":"rep_32","timestamp":"2026-01-01T15:37:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00832:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":338,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00832","actor":"rep_32","timestamp":"2026-01-01T16:00:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00832:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":114,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00832","actor":"rep_32","timestamp":"2026-01-01T15:43:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00832:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00832\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":145,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00832\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00832","actor":"rep_32","timestamp":"2026-01-01T16:42:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00832:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":244,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00832"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00832","actor":"rep_32","timestamp":"2026-01-01T16:21:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00832:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00832)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00832\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00832\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00833","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-02-03T08:30:00.000Z","closed_at":"2026-02-03T09:34:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($304k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00833","actor":"rep_19","timestamp":"2026-02-03T08:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00833:00","content":"Operational trigger received from salesforce for CloudScale Data ($304k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":232,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$304k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00833","actor":"rep_19","timestamp":"2026-02-03T08:41:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00833:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $140k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=139544, discount=0.24, term=3)","http_status":200,"latency_ms":166,"raw_payload":"{\"exception_id\":\"exc_crm_00833\",\"list_arr\":139544,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":139544,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=139544, discount=0.24, term=3)"}},{"episode_id":"crm_00833","actor":"rep_19","timestamp":"2026-02-03T08:40:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00833:02","content":"Reviewed Opportunity terms for CloudScale Data: $177143 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00833'\")","http_status":200,"latency_ms":294,"raw_payload":"{\"records\":[{\"NetARR__c\":177143,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":177143,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00833'\")"}},{"episode_id":"crm_00833","actor":"rep_19","timestamp":"2026-02-03T08:39:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00833:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=318695, cogs_rate=0.186)","http_status":200,"latency_ms":228,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=318695, cogs_rate=0.186)"}},{"episode_id":"crm_00833","actor":"rep_19","timestamp":"2026-02-03T09:06:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00833:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":190,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00833","actor":"rep_19","timestamp":"2026-02-03T09:00:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00833:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":141,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00833","actor":"rep_19","timestamp":"2026-02-03T09:06:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00833:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00833\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":323,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00833\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00833","actor":"rep_19","timestamp":"2026-02-03T09:40:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00833:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":198,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00833"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00833","actor":"rep_19","timestamp":"2026-02-03T09:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00833:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00833)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00833\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":186,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00833\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00834","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-03-16T16:23:00.000Z","closed_at":"2026-03-16T17:03:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($158k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00834","actor":"rep_37","timestamp":"2026-03-16T16:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00834:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($158k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":219,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$158k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00834","actor":"rep_37","timestamp":"2026-03-16T16:32:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00834:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $245k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=245178, discount=0.24, term=3)","http_status":200,"latency_ms":118,"raw_payload":"{\"exception_id\":\"exc_crm_00834\",\"list_arr\":245178,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":245178,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=245178, discount=0.24, term=3)"}},{"episode_id":"crm_00834","actor":"rep_37","timestamp":"2026-03-16T16:29:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00834:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $269153 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00834'\")","http_status":200,"latency_ms":266,"raw_payload":"{\"records\":[{\"NetARR__c\":269153,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":269153,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00834'\")"}},{"episode_id":"crm_00834","actor":"rep_37","timestamp":"2026-03-16T16:35:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00834:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=141781, cogs_rate=0.186)","http_status":200,"latency_ms":156,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=141781, cogs_rate=0.186)"}},{"episode_id":"crm_00834","actor":"rep_37","timestamp":"2026-03-16T17:07:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00834:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":262,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00834","actor":"rep_37","timestamp":"2026-03-16T17:13:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00834:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":259,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00834","actor":"rep_37","timestamp":"2026-03-16T17:29:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00834:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00834\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":148,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00834\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00834","actor":"rep_37","timestamp":"2026-03-16T17:12:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00834:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":301,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00834"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_00834","actor":"rep_37","timestamp":"2026-03-16T17:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00834:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00834)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00834\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":219,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00834\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00835","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-01-28T02:14:00.000Z","closed_at":"2026-01-28T03:10:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($418k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00835","actor":"rep_32","timestamp":"2026-01-28T02:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00835:00","content":"Operational trigger received from salesforce for FinTech Global ($418k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$418k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00835","actor":"rep_32","timestamp":"2026-01-28T02:17:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00835:01","content":"Deal desk pricing exception filed for FinTech Global: requested 24% multi-year discount on $251k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=250879, discount=0.24, term=3)","http_status":200,"latency_ms":194,"raw_payload":"{\"exception_id\":\"exc_crm_00835\",\"list_arr\":250879,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":250879,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=250879, discount=0.24, term=3)"}},{"episode_id":"crm_00835","actor":"rep_32","timestamp":"2026-01-28T02:34:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00835:02","content":"Reviewed Opportunity terms for FinTech Global: $105648 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00835'\")","http_status":200,"latency_ms":239,"raw_payload":"{\"records\":[{\"NetARR__c\":105648,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":105648,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00835'\")"}},{"episode_id":"crm_00835","actor":"rep_32","timestamp":"2026-01-28T02:23:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00835:03","content":"Financial margin calculated for FinTech Global: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=62985, cogs_rate=0.186)","http_status":200,"latency_ms":313,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=62985, cogs_rate=0.186)"}},{"episode_id":"crm_00835","actor":"rep_32","timestamp":"2026-01-28T02:54:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00835:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":318,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00835","actor":"rep_32","timestamp":"2026-01-28T02:59:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00835:05","content":"Commercial risk review for FinTech Global: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":207,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00835","actor":"rep_32","timestamp":"2026-01-28T03:02:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00835:06","content":"Recommended approval for FinTech Global discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00835\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":328,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00835\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00835","actor":"rep_32","timestamp":"2026-01-28T03:24:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00835:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])","http_status":200,"latency_ms":193,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00835"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])"}},{"episode_id":"crm_00835","actor":"rep_32","timestamp":"2026-01-28T03:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00835:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00835)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00835\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":251,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00835\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00836","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-01-02T14:29:00.000Z","closed_at":"2026-01-02T14:53:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($302k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00836","actor":"rep_20","timestamp":"2026-01-02T14:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00836:00","content":"Operational trigger received from salesforce for Acme Health Systems ($302k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":223,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$302k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00836","actor":"rep_20","timestamp":"2026-01-02T14:35:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00836:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $338k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=338204, discount=0.24, term=3)","http_status":200,"latency_ms":198,"raw_payload":"{\"exception_id\":\"exc_crm_00836\",\"list_arr\":338204,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":338204,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=338204, discount=0.24, term=3)"}},{"episode_id":"crm_00836","actor":"rep_20","timestamp":"2026-01-02T14:43:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00836:02","content":"Reviewed Opportunity terms for Acme Health Systems: $175834 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00836'\")","http_status":200,"latency_ms":151,"raw_payload":"{\"records\":[{\"NetARR__c\":175834,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":175834,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00836'\")"}},{"episode_id":"crm_00836","actor":"rep_20","timestamp":"2026-01-02T14:38:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00836:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=143776, cogs_rate=0.186)","http_status":200,"latency_ms":157,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=143776, cogs_rate=0.186)"}},{"episode_id":"crm_00836","actor":"rep_20","timestamp":"2026-01-02T15:13:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00836:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":348,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00836","actor":"rep_20","timestamp":"2026-01-02T15:04:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00836:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":184,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00836","actor":"rep_20","timestamp":"2026-01-02T15:23:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00836:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00836\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":310,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00836\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00836","actor":"rep_20","timestamp":"2026-01-02T15:04:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00836:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":290,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00836"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00836","actor":"rep_20","timestamp":"2026-01-02T14:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00836:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00836)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00836\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00836\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00837","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-03-23T18:03:00.000Z","closed_at":"2026-03-23T19:31:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($224k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00837","actor":"rep_11","timestamp":"2026-03-23T18:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00837:00","content":"Operational trigger received from salesforce for CloudScale Data ($224k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$224k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00837","actor":"rep_11","timestamp":"2026-03-23T18:11:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00837:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $173k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=173267, discount=0.24, term=3)","http_status":200,"latency_ms":124,"raw_payload":"{\"exception_id\":\"exc_crm_00837\",\"list_arr\":173267,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":173267,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=173267, discount=0.24, term=3)"}},{"episode_id":"crm_00837","actor":"rep_11","timestamp":"2026-03-23T18:15:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00837:02","content":"Reviewed Opportunity terms for CloudScale Data: $158854 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00837'\")","http_status":200,"latency_ms":272,"raw_payload":"{\"records\":[{\"NetARR__c\":158854,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":158854,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00837'\")"}},{"episode_id":"crm_00837","actor":"rep_11","timestamp":"2026-03-23T18:18:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00837:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=208473, cogs_rate=0.186)","http_status":200,"latency_ms":182,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=208473, cogs_rate=0.186)"}},{"episode_id":"crm_00837","actor":"rep_11","timestamp":"2026-03-23T18:39:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00837:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":335,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00837","actor":"rep_11","timestamp":"2026-03-23T18:23:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00837:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":225,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00837","actor":"rep_11","timestamp":"2026-03-23T18:51:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00837:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00837\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":323,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00837\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00837","actor":"rep_11","timestamp":"2026-03-23T19:06:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00837:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":99,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00837"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00837","actor":"rep_11","timestamp":"2026-03-23T19:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00837:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00837)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00837\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":263,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00837\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00838","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-01-20T18:00:00.000Z","closed_at":"2026-01-20T19:28:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($226k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00838","actor":"rep_32","timestamp":"2026-01-20T18:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00838:00","content":"Operational trigger received from salesforce for Acme Health Systems ($226k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":69,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00838","actor":"rep_32","timestamp":"2026-01-20T18:04:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00838:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $364k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=363630, discount=0.24, term=3)","http_status":200,"latency_ms":107,"raw_payload":"{\"exception_id\":\"exc_crm_00838\",\"list_arr\":363630,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":363630,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=363630, discount=0.24, term=3)"}},{"episode_id":"crm_00838","actor":"rep_32","timestamp":"2026-01-20T18:22:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00838:02","content":"Reviewed Opportunity terms for Acme Health Systems: $267233 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00838'\")","http_status":200,"latency_ms":256,"raw_payload":"{\"records\":[{\"NetARR__c\":267233,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":267233,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00838'\")"}},{"episode_id":"crm_00838","actor":"rep_32","timestamp":"2026-01-20T18:33:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00838:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=47975, cogs_rate=0.186)","http_status":200,"latency_ms":178,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=47975, cogs_rate=0.186)"}},{"episode_id":"crm_00838","actor":"rep_32","timestamp":"2026-01-20T18:28:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00838:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":263,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00838","actor":"rep_32","timestamp":"2026-01-20T18:45:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00838:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":190,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00838","actor":"rep_32","timestamp":"2026-01-20T18:36:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00838:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00838\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":283,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00838\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00838","actor":"rep_32","timestamp":"2026-01-20T19:10:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00838:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":267,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00838"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00838","actor":"rep_32","timestamp":"2026-01-20T19:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00838:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00838)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00838\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":218,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00838\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00839","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-02-01T06:25:00.000Z","closed_at":"2026-02-01T06:57:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($221k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00839","actor":"rep_25","timestamp":"2026-02-01T06:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00839:00","content":"Operational trigger received from salesforce for Apex Retail Group ($221k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":258,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$221k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00839","actor":"rep_25","timestamp":"2026-02-01T06:32:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00839:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $342k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=341539, discount=0.24, term=3)","http_status":200,"latency_ms":106,"raw_payload":"{\"exception_id\":\"exc_crm_00839\",\"list_arr\":341539,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":341539,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=341539, discount=0.24, term=3)"}},{"episode_id":"crm_00839","actor":"rep_25","timestamp":"2026-02-01T06:45:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00839:02","content":"Reviewed Opportunity terms for Apex Retail Group: $119844 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00839'\")","http_status":200,"latency_ms":177,"raw_payload":"{\"records\":[{\"NetARR__c\":119844,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":119844,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00839'\")"}},{"episode_id":"crm_00839","actor":"rep_25","timestamp":"2026-02-01T06:58:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00839:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=262650, cogs_rate=0.186)","http_status":200,"latency_ms":205,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=262650, cogs_rate=0.186)"}},{"episode_id":"crm_00839","actor":"rep_25","timestamp":"2026-02-01T07:01:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00839:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":353,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00839","actor":"rep_25","timestamp":"2026-02-01T06:45:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00839:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":250,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00839","actor":"rep_25","timestamp":"2026-02-01T07:25:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00839:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00839\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":337,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00839\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00839","actor":"rep_25","timestamp":"2026-02-01T07:07:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00839:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":170,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00839"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00839","actor":"rep_25","timestamp":"2026-02-01T06:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00839:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00839)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00839\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":283,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00839\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00840","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-03-25T11:39:00.000Z","closed_at":"2026-03-25T12:11:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($344k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00840","actor":"rep_25","timestamp":"2026-03-25T11:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00840:00","content":"Operational trigger received from salesforce for Sentinel Networks ($344k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$344k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00840","actor":"rep_25","timestamp":"2026-03-25T11:43:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00840:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $107k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=106553, discount=0.24, term=3)","http_status":200,"latency_ms":251,"raw_payload":"{\"exception_id\":\"exc_crm_00840\",\"list_arr\":106553,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":106553,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=106553, discount=0.24, term=3)"}},{"episode_id":"crm_00840","actor":"rep_25","timestamp":"2026-03-25T11:59:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00840:02","content":"Reviewed Opportunity terms for Sentinel Networks: $317928 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00840'\")","http_status":200,"latency_ms":279,"raw_payload":"{\"records\":[{\"NetARR__c\":317928,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":317928,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00840'\")"}},{"episode_id":"crm_00840","actor":"rep_25","timestamp":"2026-03-25T11:54:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00840:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=53768, cogs_rate=0.186)","http_status":200,"latency_ms":312,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=53768, cogs_rate=0.186)"}},{"episode_id":"crm_00840","actor":"rep_25","timestamp":"2026-03-25T12:03:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00840:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":223,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00840","actor":"rep_25","timestamp":"2026-03-25T12:24:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00840:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":195,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00840","actor":"rep_25","timestamp":"2026-03-25T11:57:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00840:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00840\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":155,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00840\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00840","actor":"rep_25","timestamp":"2026-03-25T12:35:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00840:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":265,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00840"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00840","actor":"rep_25","timestamp":"2026-03-25T12:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00840:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00840)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00840\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00840\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00841","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-01-21T15:09:00.000Z","closed_at":"2026-01-21T15:49:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($51k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00841","actor":"rep_31","timestamp":"2026-01-21T15:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00841:00","content":"Operational trigger received from salesforce for Beacon Energy ($51k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$51k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00841","actor":"rep_31","timestamp":"2026-01-21T15:12:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00841:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $441k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=440834, discount=0.24, term=3)","http_status":200,"latency_ms":56,"raw_payload":"{\"exception_id\":\"exc_crm_00841\",\"list_arr\":440834,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":440834,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=440834, discount=0.24, term=3)"}},{"episode_id":"crm_00841","actor":"rep_31","timestamp":"2026-01-21T15:31:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00841:02","content":"Reviewed Opportunity terms for Beacon Energy: $170931 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00841'\")","http_status":200,"latency_ms":107,"raw_payload":"{\"records\":[{\"NetARR__c\":170931,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":170931,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00841'\")"}},{"episode_id":"crm_00841","actor":"rep_31","timestamp":"2026-01-21T15:39:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00841:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=182032, cogs_rate=0.186)","http_status":200,"latency_ms":215,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=182032, cogs_rate=0.186)"}},{"episode_id":"crm_00841","actor":"rep_31","timestamp":"2026-01-21T15:37:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00841:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":183,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00841","actor":"rep_31","timestamp":"2026-01-21T15:34:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00841:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":136,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00841","actor":"rep_31","timestamp":"2026-01-21T15:57:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00841:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00841\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":227,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00841\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00841","actor":"rep_31","timestamp":"2026-01-21T16:26:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00841:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":184,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00841"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00841","actor":"rep_31","timestamp":"2026-01-21T15:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00841:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00841)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00841\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":63,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00841\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00842","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-02-20T08:48:00.000Z","closed_at":"2026-02-20T10:08:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($357k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00842","actor":"rep_09","timestamp":"2026-02-20T08:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00842:00","content":"Operational trigger received from salesforce for Stripe Technologies ($357k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":135,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$357k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00842","actor":"rep_09","timestamp":"2026-02-20T08:58:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00842:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $166k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=166010, discount=0.24, term=3)","http_status":200,"latency_ms":138,"raw_payload":"{\"exception_id\":\"exc_crm_00842\",\"list_arr\":166010,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":166010,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=166010, discount=0.24, term=3)"}},{"episode_id":"crm_00842","actor":"rep_09","timestamp":"2026-02-20T09:02:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00842:02","content":"Reviewed Opportunity terms for Stripe Technologies: $306853 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00842'\")","http_status":200,"latency_ms":182,"raw_payload":"{\"records\":[{\"NetARR__c\":306853,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":306853,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00842'\")"}},{"episode_id":"crm_00842","actor":"rep_09","timestamp":"2026-02-20T09:15:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00842:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=141716, cogs_rate=0.186)","http_status":200,"latency_ms":246,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=141716, cogs_rate=0.186)"}},{"episode_id":"crm_00842","actor":"rep_09","timestamp":"2026-02-20T09:20:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00842:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":242,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00842","actor":"rep_09","timestamp":"2026-02-20T09:43:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00842:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":102,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00842","actor":"rep_09","timestamp":"2026-02-20T09:06:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00842:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00842\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":147,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00842\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00842","actor":"rep_09","timestamp":"2026-02-20T09:51:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00842:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":97,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00842"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00842","actor":"rep_09","timestamp":"2026-02-20T10:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00842:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00842)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00842\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":255,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00842\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00843","actor":"rep_09","actor_name":"Elena Rostova","company":"FinTech Global","opened_at":"2026-01-15T02:42:00.000Z","closed_at":"2026-01-15T03:54:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($213k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00843","actor":"rep_09","timestamp":"2026-01-15T02:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00843:00","content":"Operational trigger received from salesforce for FinTech Global ($213k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":226,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$213k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00843","actor":"rep_09","timestamp":"2026-01-15T02:48:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00843:01","content":"Deal desk pricing exception filed for FinTech Global: requested 24% multi-year discount on $132k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=132166, discount=0.24, term=3)","http_status":200,"latency_ms":271,"raw_payload":"{\"exception_id\":\"exc_crm_00843\",\"list_arr\":132166,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":132166,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=132166, discount=0.24, term=3)"}},{"episode_id":"crm_00843","actor":"rep_09","timestamp":"2026-01-15T02:48:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00843:02","content":"Reviewed Opportunity terms for FinTech Global: $81117 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00843'\")","http_status":200,"latency_ms":215,"raw_payload":"{\"records\":[{\"NetARR__c\":81117,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":81117,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00843'\")"}},{"episode_id":"crm_00843","actor":"rep_09","timestamp":"2026-01-15T02:51:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00843:03","content":"Financial margin calculated for FinTech Global: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=195239, cogs_rate=0.186)","http_status":200,"latency_ms":261,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=195239, cogs_rate=0.186)"}},{"episode_id":"crm_00843","actor":"rep_09","timestamp":"2026-01-15T03:22:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00843:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":257,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00843","actor":"rep_09","timestamp":"2026-01-15T03:07:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00843:05","content":"Commercial risk review for FinTech Global: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":240,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00843","actor":"rep_09","timestamp":"2026-01-15T03:24:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00843:06","content":"Recommended approval for FinTech Global discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00843\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":190,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00843\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00843","actor":"rep_09","timestamp":"2026-01-15T03:59:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00843:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])","http_status":200,"latency_ms":165,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00843"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])"}},{"episode_id":"crm_00843","actor":"rep_09","timestamp":"2026-01-15T03:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00843:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00843)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00843\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":172,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00843\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00844","actor":"rep_19","actor_name":"James Wilson","company":"Vanguard Financial","opened_at":"2026-02-06T04:45:00.000Z","closed_at":"2026-02-06T05:33:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($109k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00844","actor":"rep_19","timestamp":"2026-02-06T04:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00844:00","content":"Operational trigger received from salesforce for Vanguard Financial ($109k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$109k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00844","actor":"rep_19","timestamp":"2026-02-06T04:54:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00844:01","content":"Deal desk pricing exception filed for Vanguard Financial: requested 24% multi-year discount on $321k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=321373, discount=0.24, term=3)","http_status":200,"latency_ms":97,"raw_payload":"{\"exception_id\":\"exc_crm_00844\",\"list_arr\":321373,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":321373,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=321373, discount=0.24, term=3)"}},{"episode_id":"crm_00844","actor":"rep_19","timestamp":"2026-02-06T05:01:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00844:02","content":"Reviewed Opportunity terms for Vanguard Financial: $321058 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00844'\")","http_status":200,"latency_ms":278,"raw_payload":"{\"records\":[{\"NetARR__c\":321058,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":321058,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00844'\")"}},{"episode_id":"crm_00844","actor":"rep_19","timestamp":"2026-02-06T05:12:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00844:03","content":"Financial margin calculated for Vanguard Financial: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=328198, cogs_rate=0.186)","http_status":200,"latency_ms":198,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=328198, cogs_rate=0.186)"}},{"episode_id":"crm_00844","actor":"rep_19","timestamp":"2026-02-06T05:01:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00844:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":260,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00844","actor":"rep_19","timestamp":"2026-02-06T05:30:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00844:05","content":"Commercial risk review for Vanguard Financial: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":141,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00844","actor":"rep_19","timestamp":"2026-02-06T05:33:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00844:06","content":"Recommended approval for Vanguard Financial discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00844\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":260,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00844\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00844","actor":"rep_19","timestamp":"2026-02-06T05:41:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00844:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])","http_status":200,"latency_ms":316,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00844"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])"}},{"episode_id":"crm_00844","actor":"rep_19","timestamp":"2026-02-06T05:33:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00844:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00844)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00844\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":66,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00844\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00845","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-03-17T13:23:00.000Z","closed_at":"2026-03-17T14:43:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($79k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00845","actor":"rep_19","timestamp":"2026-03-17T13:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00845:00","content":"Operational trigger received from salesforce for Apex Retail Group ($79k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$79k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00845","actor":"rep_19","timestamp":"2026-03-17T13:27:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00845:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $277k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=277488, discount=0.24, term=3)","http_status":200,"latency_ms":125,"raw_payload":"{\"exception_id\":\"exc_crm_00845\",\"list_arr\":277488,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":277488,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=277488, discount=0.24, term=3)"}},{"episode_id":"crm_00845","actor":"rep_19","timestamp":"2026-03-17T13:31:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00845:02","content":"Reviewed Opportunity terms for Apex Retail Group: $336930 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00845'\")","http_status":200,"latency_ms":127,"raw_payload":"{\"records\":[{\"NetARR__c\":336930,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":336930,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00845'\")"}},{"episode_id":"crm_00845","actor":"rep_19","timestamp":"2026-03-17T13:50:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00845:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=314158, cogs_rate=0.186)","http_status":200,"latency_ms":168,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=314158, cogs_rate=0.186)"}},{"episode_id":"crm_00845","actor":"rep_19","timestamp":"2026-03-17T14:07:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00845:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":181,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00845","actor":"rep_19","timestamp":"2026-03-17T13:53:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00845:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":252,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00845","actor":"rep_19","timestamp":"2026-03-17T14:11:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00845:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00845\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":207,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00845\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00845","actor":"rep_19","timestamp":"2026-03-17T14:26:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00845:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":179,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00845"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00845","actor":"rep_19","timestamp":"2026-03-17T14:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00845:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00845)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00845\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":244,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00845\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00846","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-03-24T03:28:00.000Z","closed_at":"2026-03-24T04:00:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($379k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00846","actor":"rep_31","timestamp":"2026-03-24T03:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00846:00","content":"Operational trigger received from salesforce for Nexus AI ($379k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":277,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$379k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00846","actor":"rep_31","timestamp":"2026-03-24T03:34:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00846:01","content":"Deal desk pricing exception filed for Nexus AI: requested 24% multi-year discount on $428k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=428039, discount=0.24, term=3)","http_status":200,"latency_ms":152,"raw_payload":"{\"exception_id\":\"exc_crm_00846\",\"list_arr\":428039,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":428039,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=428039, discount=0.24, term=3)"}},{"episode_id":"crm_00846","actor":"rep_31","timestamp":"2026-03-24T03:38:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00846:02","content":"Reviewed Opportunity terms for Nexus AI: $229797 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00846'\")","http_status":200,"latency_ms":123,"raw_payload":"{\"records\":[{\"NetARR__c\":229797,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":229797,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00846'\")"}},{"episode_id":"crm_00846","actor":"rep_31","timestamp":"2026-03-24T03:43:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00846:03","content":"Financial margin calculated for Nexus AI: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=103248, cogs_rate=0.186)","http_status":200,"latency_ms":215,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=103248, cogs_rate=0.186)"}},{"episode_id":"crm_00846","actor":"rep_31","timestamp":"2026-03-24T03:48:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00846:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":206,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00846","actor":"rep_31","timestamp":"2026-03-24T04:23:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00846:05","content":"Commercial risk review for Nexus AI: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":104,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00846","actor":"rep_31","timestamp":"2026-03-24T04:04:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00846:06","content":"Recommended approval for Nexus AI discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00846\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":301,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00846\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00846","actor":"rep_31","timestamp":"2026-03-24T04:10:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00846:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])","http_status":200,"latency_ms":295,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00846"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])"}},{"episode_id":"crm_00846","actor":"rep_31","timestamp":"2026-03-24T04:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00846:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00846)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00846\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":233,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00846\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00847","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-02-20T16:38:00.000Z","closed_at":"2026-02-20T17:26:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($180k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00847","actor":"rep_01","timestamp":"2026-02-20T16:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00847:00","content":"Operational trigger received from salesforce for Stripe Technologies ($180k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$180k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00847","actor":"rep_01","timestamp":"2026-02-20T16:44:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00847:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $418k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=418141, discount=0.24, term=3)","http_status":200,"latency_ms":198,"raw_payload":"{\"exception_id\":\"exc_crm_00847\",\"list_arr\":418141,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":418141,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=418141, discount=0.24, term=3)"}},{"episode_id":"crm_00847","actor":"rep_01","timestamp":"2026-02-20T16:48:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00847:02","content":"Reviewed Opportunity terms for Stripe Technologies: $105466 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00847'\")","http_status":200,"latency_ms":173,"raw_payload":"{\"records\":[{\"NetARR__c\":105466,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":105466,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00847'\")"}},{"episode_id":"crm_00847","actor":"rep_01","timestamp":"2026-02-20T16:47:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00847:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=35645, cogs_rate=0.186)","http_status":200,"latency_ms":149,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=35645, cogs_rate=0.186)"}},{"episode_id":"crm_00847","actor":"rep_01","timestamp":"2026-02-20T16:54:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00847:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":261,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00847","actor":"rep_01","timestamp":"2026-02-20T17:18:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00847:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":105,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00847","actor":"rep_01","timestamp":"2026-02-20T17:38:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00847:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00847\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":150,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00847\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00847","actor":"rep_01","timestamp":"2026-02-20T17:06:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00847:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":302,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00847"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00847","actor":"rep_01","timestamp":"2026-02-20T17:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00847:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00847)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00847\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":191,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00847\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00848","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-02-17T03:07:00.000Z","closed_at":"2026-02-17T03:31:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($237k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00848","actor":"rep_01","timestamp":"2026-02-17T03:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00848:00","content":"Operational trigger received from salesforce for Apex Retail Group ($237k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":147,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$237k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00848","actor":"rep_01","timestamp":"2026-02-17T03:10:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00848:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $113k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=113426, discount=0.24, term=3)","http_status":200,"latency_ms":226,"raw_payload":"{\"exception_id\":\"exc_crm_00848\",\"list_arr\":113426,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":113426,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=113426, discount=0.24, term=3)"}},{"episode_id":"crm_00848","actor":"rep_01","timestamp":"2026-02-17T03:13:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00848:02","content":"Reviewed Opportunity terms for Apex Retail Group: $110620 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00848'\")","http_status":200,"latency_ms":118,"raw_payload":"{\"records\":[{\"NetARR__c\":110620,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":110620,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00848'\")"}},{"episode_id":"crm_00848","actor":"rep_01","timestamp":"2026-02-17T03:19:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00848:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=150314, cogs_rate=0.186)","http_status":200,"latency_ms":298,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=150314, cogs_rate=0.186)"}},{"episode_id":"crm_00848","actor":"rep_01","timestamp":"2026-02-17T03:39:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00848:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":343,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00848","actor":"rep_01","timestamp":"2026-02-17T04:02:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00848:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":129,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00848","actor":"rep_01","timestamp":"2026-02-17T03:43:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00848:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00848\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":263,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00848\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00848","actor":"rep_01","timestamp":"2026-02-17T03:56:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00848:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":206,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00848"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00848","actor":"rep_01","timestamp":"2026-02-17T03:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00848:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00848)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00848\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":108,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00848\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00849","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-03-02T19:27:00.000Z","closed_at":"2026-03-02T19:51:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($53k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00849","actor":"rep_19","timestamp":"2026-03-02T19:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00849:00","content":"Operational trigger received from salesforce for Beacon Energy ($53k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":265,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$53k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00849","actor":"rep_19","timestamp":"2026-03-02T19:32:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00849:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $380k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=380468, discount=0.24, term=3)","http_status":200,"latency_ms":270,"raw_payload":"{\"exception_id\":\"exc_crm_00849\",\"list_arr\":380468,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":380468,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=380468, discount=0.24, term=3)"}},{"episode_id":"crm_00849","actor":"rep_19","timestamp":"2026-03-02T19:41:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00849:02","content":"Reviewed Opportunity terms for Beacon Energy: $145059 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00849'\")","http_status":200,"latency_ms":229,"raw_payload":"{\"records\":[{\"NetARR__c\":145059,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":145059,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00849'\")"}},{"episode_id":"crm_00849","actor":"rep_19","timestamp":"2026-03-02T19:54:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00849:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=256817, cogs_rate=0.186)","http_status":200,"latency_ms":233,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=256817, cogs_rate=0.186)"}},{"episode_id":"crm_00849","actor":"rep_19","timestamp":"2026-03-02T20:03:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00849:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":253,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00849","actor":"rep_19","timestamp":"2026-03-02T20:07:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00849:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":207,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00849","actor":"rep_19","timestamp":"2026-03-02T19:45:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00849:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00849\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":175,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00849\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00849","actor":"rep_19","timestamp":"2026-03-02T20:09:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00849:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":94,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00849"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00849","actor":"rep_19","timestamp":"2026-03-02T19:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00849:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00849)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00849\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":67,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00849\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00850","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-01-06T12:22:00.000Z","closed_at":"2026-01-06T13:42:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($219k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00850","actor":"rep_06","timestamp":"2026-01-06T12:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00850:00","content":"Operational trigger received from salesforce for Acme Health Systems ($219k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":185,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$219k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00850","actor":"rep_06","timestamp":"2026-01-06T12:31:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00850:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $422k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=422015, discount=0.24, term=3)","http_status":200,"latency_ms":92,"raw_payload":"{\"exception_id\":\"exc_crm_00850\",\"list_arr\":422015,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":422015,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=422015, discount=0.24, term=3)"}},{"episode_id":"crm_00850","actor":"rep_06","timestamp":"2026-01-06T12:40:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00850:02","content":"Reviewed Opportunity terms for Acme Health Systems: $334655 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00850'\")","http_status":200,"latency_ms":100,"raw_payload":"{\"records\":[{\"NetARR__c\":334655,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":334655,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00850'\")"}},{"episode_id":"crm_00850","actor":"rep_06","timestamp":"2026-01-06T12:52:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00850:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=315795, cogs_rate=0.186)","http_status":200,"latency_ms":164,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=315795, cogs_rate=0.186)"}},{"episode_id":"crm_00850","actor":"rep_06","timestamp":"2026-01-06T13:06:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00850:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":388,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00850","actor":"rep_06","timestamp":"2026-01-06T12:42:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00850:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":205,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00850","actor":"rep_06","timestamp":"2026-01-06T12:52:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00850:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00850\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":334,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00850\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00850","actor":"rep_06","timestamp":"2026-01-06T13:32:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00850:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":270,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00850"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00850","actor":"rep_06","timestamp":"2026-01-06T13:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00850:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00850)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00850\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00850\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00851","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-01-12T09:18:00.000Z","closed_at":"2026-01-12T10:30:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($465k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00851","actor":"rep_37","timestamp":"2026-01-12T09:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00851:00","content":"Operational trigger received from salesforce for Catalyst Software ($465k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$465k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00851","actor":"rep_37","timestamp":"2026-01-12T09:26:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00851:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $276k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=276410, discount=0.24, term=3)","http_status":200,"latency_ms":157,"raw_payload":"{\"exception_id\":\"exc_crm_00851\",\"list_arr\":276410,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":276410,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=276410, discount=0.24, term=3)"}},{"episode_id":"crm_00851","actor":"rep_37","timestamp":"2026-01-12T09:36:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00851:02","content":"Reviewed Opportunity terms for Catalyst Software: $72617 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00851'\")","http_status":200,"latency_ms":162,"raw_payload":"{\"records\":[{\"NetARR__c\":72617,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":72617,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00851'\")"}},{"episode_id":"crm_00851","actor":"rep_37","timestamp":"2026-01-12T09:27:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00851:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=98751, cogs_rate=0.186)","http_status":200,"latency_ms":214,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=98751, cogs_rate=0.186)"}},{"episode_id":"crm_00851","actor":"rep_37","timestamp":"2026-01-12T09:54:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00851:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":210,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00851","actor":"rep_37","timestamp":"2026-01-12T10:08:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00851:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":162,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00851","actor":"rep_37","timestamp":"2026-01-12T09:48:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00851:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00851\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":180,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00851\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00851","actor":"rep_37","timestamp":"2026-01-12T09:46:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00851:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":148,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00851"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00851","actor":"rep_37","timestamp":"2026-01-12T10:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00851:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00851)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00851\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":178,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00851\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00852","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-01-19T17:02:00.000Z","closed_at":"2026-01-19T18:30:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($416k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00852","actor":"rep_37","timestamp":"2026-01-19T17:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00852:00","content":"Operational trigger received from salesforce for Stripe Technologies ($416k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$416k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00852","actor":"rep_37","timestamp":"2026-01-19T17:08:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00852:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $229k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=229289, discount=0.24, term=3)","http_status":200,"latency_ms":279,"raw_payload":"{\"exception_id\":\"exc_crm_00852\",\"list_arr\":229289,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":229289,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=229289, discount=0.24, term=3)"}},{"episode_id":"crm_00852","actor":"rep_37","timestamp":"2026-01-19T17:22:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00852:02","content":"Reviewed Opportunity terms for Stripe Technologies: $290917 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00852'\")","http_status":200,"latency_ms":294,"raw_payload":"{\"records\":[{\"NetARR__c\":290917,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":290917,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00852'\")"}},{"episode_id":"crm_00852","actor":"rep_37","timestamp":"2026-01-19T17:11:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00852:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=193166, cogs_rate=0.186)","http_status":200,"latency_ms":193,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=193166, cogs_rate=0.186)"}},{"episode_id":"crm_00852","actor":"rep_37","timestamp":"2026-01-19T17:38:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00852:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":376,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00852","actor":"rep_37","timestamp":"2026-01-19T17:32:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00852:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":240,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00852","actor":"rep_37","timestamp":"2026-01-19T17:56:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00852:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00852\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":339,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00852\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00852","actor":"rep_37","timestamp":"2026-01-19T18:19:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00852:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":134,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00852"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00852","actor":"rep_37","timestamp":"2026-01-19T18:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00852:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00852)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00852\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00852\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00853","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-01-19T05:51:00.000Z","closed_at":"2026-01-19T06:23:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($434k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00853","actor":"rep_01","timestamp":"2026-01-19T05:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00853:00","content":"Operational trigger received from salesforce for Apex Retail Group ($434k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":48,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$434k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00853","actor":"rep_01","timestamp":"2026-01-19T05:54:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00853:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $431k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=430912, discount=0.24, term=3)","http_status":200,"latency_ms":161,"raw_payload":"{\"exception_id\":\"exc_crm_00853\",\"list_arr\":430912,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":430912,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=430912, discount=0.24, term=3)"}},{"episode_id":"crm_00853","actor":"rep_01","timestamp":"2026-01-19T06:03:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00853:02","content":"Reviewed Opportunity terms for Apex Retail Group: $149410 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00853'\")","http_status":200,"latency_ms":157,"raw_payload":"{\"records\":[{\"NetARR__c\":149410,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":149410,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00853'\")"}},{"episode_id":"crm_00853","actor":"rep_01","timestamp":"2026-01-19T06:21:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00853:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=99826, cogs_rate=0.186)","http_status":200,"latency_ms":262,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=99826, cogs_rate=0.186)"}},{"episode_id":"crm_00853","actor":"rep_01","timestamp":"2026-01-19T06:03:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00853:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":365,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00853","actor":"rep_01","timestamp":"2026-01-19T06:06:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00853:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":130,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00853","actor":"rep_01","timestamp":"2026-01-19T06:09:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00853:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00853\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":346,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00853\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00853","actor":"rep_01","timestamp":"2026-01-19T07:08:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00853:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":202,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00853"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00853","actor":"rep_01","timestamp":"2026-01-19T06:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00853:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00853)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00853\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":222,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00853\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00854","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-02-04T12:46:00.000Z","closed_at":"2026-02-04T13:26:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($89k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00854","actor":"rep_25","timestamp":"2026-02-04T12:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00854:00","content":"Operational trigger received from salesforce for Sentinel Networks ($89k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":137,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$89k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00854","actor":"rep_25","timestamp":"2026-02-04T12:51:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00854:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $213k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=212776, discount=0.24, term=3)","http_status":200,"latency_ms":229,"raw_payload":"{\"exception_id\":\"exc_crm_00854\",\"list_arr\":212776,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":212776,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=212776, discount=0.24, term=3)"}},{"episode_id":"crm_00854","actor":"rep_25","timestamp":"2026-02-04T13:04:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00854:02","content":"Reviewed Opportunity terms for Sentinel Networks: $247809 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00854'\")","http_status":200,"latency_ms":136,"raw_payload":"{\"records\":[{\"NetARR__c\":247809,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":247809,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00854'\")"}},{"episode_id":"crm_00854","actor":"rep_25","timestamp":"2026-02-04T13:01:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00854:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=199655, cogs_rate=0.186)","http_status":200,"latency_ms":84,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=199655, cogs_rate=0.186)"}},{"episode_id":"crm_00854","actor":"rep_25","timestamp":"2026-02-04T13:30:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00854:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":316,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00854","actor":"rep_25","timestamp":"2026-02-04T13:36:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00854:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":125,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00854","actor":"rep_25","timestamp":"2026-02-04T13:34:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00854:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00854\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":137,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00854\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00854","actor":"rep_25","timestamp":"2026-02-04T13:14:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00854:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":275,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00854"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00854","actor":"rep_25","timestamp":"2026-02-04T13:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00854:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00854)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00854\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00854\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00855","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-02-04T06:51:00.000Z","closed_at":"2026-02-04T07:31:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($292k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00855","actor":"rep_32","timestamp":"2026-02-04T06:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00855:00","content":"Operational trigger received from salesforce for Nexus AI ($292k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$292k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00855","actor":"rep_32","timestamp":"2026-02-04T07:00:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00855:01","content":"Deal desk pricing exception filed for Nexus AI: requested 24% multi-year discount on $348k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=347546, discount=0.24, term=3)","http_status":200,"latency_ms":114,"raw_payload":"{\"exception_id\":\"exc_crm_00855\",\"list_arr\":347546,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":347546,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=347546, discount=0.24, term=3)"}},{"episode_id":"crm_00855","actor":"rep_32","timestamp":"2026-02-04T07:03:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00855:02","content":"Reviewed Opportunity terms for Nexus AI: $271711 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00855'\")","http_status":200,"latency_ms":165,"raw_payload":"{\"records\":[{\"NetARR__c\":271711,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":271711,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00855'\")"}},{"episode_id":"crm_00855","actor":"rep_32","timestamp":"2026-02-04T07:15:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00855:03","content":"Financial margin calculated for Nexus AI: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=196891, cogs_rate=0.186)","http_status":200,"latency_ms":258,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=196891, cogs_rate=0.186)"}},{"episode_id":"crm_00855","actor":"rep_32","timestamp":"2026-02-04T07:35:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00855:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":281,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00855","actor":"rep_32","timestamp":"2026-02-04T07:36:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00855:05","content":"Commercial risk review for Nexus AI: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":106,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00855","actor":"rep_32","timestamp":"2026-02-04T07:09:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00855:06","content":"Recommended approval for Nexus AI discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00855\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":236,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00855\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00855","actor":"rep_32","timestamp":"2026-02-04T08:01:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00855:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])","http_status":200,"latency_ms":190,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00855"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])"}},{"episode_id":"crm_00855","actor":"rep_32","timestamp":"2026-02-04T07:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00855:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00855)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00855\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":238,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00855\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00856","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-02-21T19:18:00.000Z","closed_at":"2026-02-21T20:38:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($198k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00856","actor":"rep_20","timestamp":"2026-02-21T19:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00856:00","content":"Operational trigger received from salesforce for Catalyst Software ($198k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":227,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$198k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00856","actor":"rep_20","timestamp":"2026-02-21T19:25:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00856:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $436k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=435574, discount=0.24, term=3)","http_status":200,"latency_ms":103,"raw_payload":"{\"exception_id\":\"exc_crm_00856\",\"list_arr\":435574,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":435574,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=435574, discount=0.24, term=3)"}},{"episode_id":"crm_00856","actor":"rep_20","timestamp":"2026-02-21T19:40:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00856:02","content":"Reviewed Opportunity terms for Catalyst Software: $254707 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00856'\")","http_status":200,"latency_ms":219,"raw_payload":"{\"records\":[{\"NetARR__c\":254707,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":254707,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00856'\")"}},{"episode_id":"crm_00856","actor":"rep_20","timestamp":"2026-02-21T19:30:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00856:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=176375, cogs_rate=0.186)","http_status":200,"latency_ms":179,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=176375, cogs_rate=0.186)"}},{"episode_id":"crm_00856","actor":"rep_20","timestamp":"2026-02-21T19:34:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00856:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":198,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00856","actor":"rep_20","timestamp":"2026-02-21T19:58:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00856:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":90,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00856","actor":"rep_20","timestamp":"2026-02-21T20:24:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00856:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00856\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":133,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00856\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00856","actor":"rep_20","timestamp":"2026-02-21T20:35:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00856:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":100,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00856"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00856","actor":"rep_20","timestamp":"2026-02-21T20:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00856:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00856)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00856\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":110,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00856\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00857","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-03-08T06:26:00.000Z","closed_at":"2026-03-08T07:54:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($389k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00857","actor":"rep_01","timestamp":"2026-03-08T06:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00857:00","content":"Operational trigger received from salesforce for Nexus AI ($389k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":223,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$389k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00857","actor":"rep_01","timestamp":"2026-03-08T06:29:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00857:01","content":"Deal desk pricing exception filed for Nexus AI: requested 24% multi-year discount on $259k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=258536, discount=0.24, term=3)","http_status":200,"latency_ms":199,"raw_payload":"{\"exception_id\":\"exc_crm_00857\",\"list_arr\":258536,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":258536,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=258536, discount=0.24, term=3)"}},{"episode_id":"crm_00857","actor":"rep_01","timestamp":"2026-03-08T06:44:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00857:02","content":"Reviewed Opportunity terms for Nexus AI: $225452 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00857'\")","http_status":200,"latency_ms":131,"raw_payload":"{\"records\":[{\"NetARR__c\":225452,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":225452,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00857'\")"}},{"episode_id":"crm_00857","actor":"rep_01","timestamp":"2026-03-08T06:50:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00857:03","content":"Financial margin calculated for Nexus AI: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=119873, cogs_rate=0.186)","http_status":200,"latency_ms":137,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=119873, cogs_rate=0.186)"}},{"episode_id":"crm_00857","actor":"rep_01","timestamp":"2026-03-08T06:46:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00857:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":327,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00857","actor":"rep_01","timestamp":"2026-03-08T07:06:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00857:05","content":"Commercial risk review for Nexus AI: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":226,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00857","actor":"rep_01","timestamp":"2026-03-08T07:08:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00857:06","content":"Recommended approval for Nexus AI discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00857\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":342,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00857\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00857","actor":"rep_01","timestamp":"2026-03-08T06:54:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00857:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])","http_status":200,"latency_ms":161,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00857"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])"}},{"episode_id":"crm_00857","actor":"rep_01","timestamp":"2026-03-08T07:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00857:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00857)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00857\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00857\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00858","actor":"rep_20","actor_name":"Maya Patel","company":"Aura Therapeutics","opened_at":"2026-01-26T20:46:00.000Z","closed_at":"2026-01-26T22:14:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($119k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00858","actor":"rep_20","timestamp":"2026-01-26T20:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00858:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($119k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":279,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$119k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00858","actor":"rep_20","timestamp":"2026-01-26T20:49:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00858:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $131k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=130587, discount=0.24, term=3)","http_status":200,"latency_ms":163,"raw_payload":"{\"exception_id\":\"exc_crm_00858\",\"list_arr\":130587,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":130587,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=130587, discount=0.24, term=3)"}},{"episode_id":"crm_00858","actor":"rep_20","timestamp":"2026-01-26T21:08:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00858:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $64719 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00858'\")","http_status":200,"latency_ms":235,"raw_payload":"{\"records\":[{\"NetARR__c\":64719,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":64719,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00858'\")"}},{"episode_id":"crm_00858","actor":"rep_20","timestamp":"2026-01-26T21:04:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00858:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=234107, cogs_rate=0.186)","http_status":200,"latency_ms":210,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=234107, cogs_rate=0.186)"}},{"episode_id":"crm_00858","actor":"rep_20","timestamp":"2026-01-26T20:58:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00858:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":266,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00858","actor":"rep_20","timestamp":"2026-01-26T21:16:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00858:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":176,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00858","actor":"rep_20","timestamp":"2026-01-26T21:04:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00858:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00858\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":121,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00858\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00858","actor":"rep_20","timestamp":"2026-01-26T21:07:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00858:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":276,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00858"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_00858","actor":"rep_20","timestamp":"2026-01-26T22:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00858:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00858)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00858\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":211,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00858\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00859","actor":"rep_31","actor_name":"Aisha Taylor","company":"Aura Therapeutics","opened_at":"2026-03-19T07:17:00.000Z","closed_at":"2026-03-19T08:37:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($319k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00859","actor":"rep_31","timestamp":"2026-03-19T07:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00859:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($319k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":51,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$319k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00859","actor":"rep_31","timestamp":"2026-03-19T07:28:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00859:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $455k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=454952, discount=0.24, term=3)","http_status":200,"latency_ms":45,"raw_payload":"{\"exception_id\":\"exc_crm_00859\",\"list_arr\":454952,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":454952,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=454952, discount=0.24, term=3)"}},{"episode_id":"crm_00859","actor":"rep_31","timestamp":"2026-03-19T07:27:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00859:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $168176 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00859'\")","http_status":200,"latency_ms":106,"raw_payload":"{\"records\":[{\"NetARR__c\":168176,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":168176,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00859'\")"}},{"episode_id":"crm_00859","actor":"rep_31","timestamp":"2026-03-19T07:32:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00859:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=328315, cogs_rate=0.186)","http_status":200,"latency_ms":278,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=328315, cogs_rate=0.186)"}},{"episode_id":"crm_00859","actor":"rep_31","timestamp":"2026-03-19T07:29:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00859:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":225,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00859","actor":"rep_31","timestamp":"2026-03-19T07:47:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00859:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":234,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00859","actor":"rep_31","timestamp":"2026-03-19T08:11:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00859:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00859\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":235,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00859\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00859","actor":"rep_31","timestamp":"2026-03-19T08:06:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00859:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":314,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00859"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_00859","actor":"rep_31","timestamp":"2026-03-19T08:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00859:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00859)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00859\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":188,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00859\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00860","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-03-26T00:23:00.000Z","closed_at":"2026-03-26T01:35:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($177k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00860","actor":"rep_32","timestamp":"2026-03-26T00:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00860:00","content":"Operational trigger received from salesforce for Stripe Technologies ($177k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00860","actor":"rep_32","timestamp":"2026-03-26T00:26:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00860:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $174k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=174426, discount=0.24, term=3)","http_status":200,"latency_ms":47,"raw_payload":"{\"exception_id\":\"exc_crm_00860\",\"list_arr\":174426,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":174426,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=174426, discount=0.24, term=3)"}},{"episode_id":"crm_00860","actor":"rep_32","timestamp":"2026-03-26T00:35:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00860:02","content":"Reviewed Opportunity terms for Stripe Technologies: $149402 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00860'\")","http_status":200,"latency_ms":264,"raw_payload":"{\"records\":[{\"NetARR__c\":149402,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":149402,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00860'\")"}},{"episode_id":"crm_00860","actor":"rep_32","timestamp":"2026-03-26T00:50:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00860:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=43061, cogs_rate=0.186)","http_status":200,"latency_ms":210,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=43061, cogs_rate=0.186)"}},{"episode_id":"crm_00860","actor":"rep_32","timestamp":"2026-03-26T01:07:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00860:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":172,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00860","actor":"rep_32","timestamp":"2026-03-26T01:18:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00860:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":197,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00860","actor":"rep_32","timestamp":"2026-03-26T00:53:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00860:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00860\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":111,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00860\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00860","actor":"rep_32","timestamp":"2026-03-26T01:33:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00860:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":219,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00860"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00860","actor":"rep_32","timestamp":"2026-03-26T01:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00860:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00860)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00860\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":128,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00860\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00861","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-03-13T16:13:00.000Z","closed_at":"2026-03-13T17:17:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($330k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00861","actor":"rep_20","timestamp":"2026-03-13T16:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00861:00","content":"Operational trigger received from salesforce for Apex Retail Group ($330k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":145,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$330k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00861","actor":"rep_20","timestamp":"2026-03-13T16:20:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00861:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $364k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=363951, discount=0.24, term=3)","http_status":200,"latency_ms":184,"raw_payload":"{\"exception_id\":\"exc_crm_00861\",\"list_arr\":363951,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":363951,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=363951, discount=0.24, term=3)"}},{"episode_id":"crm_00861","actor":"rep_20","timestamp":"2026-03-13T16:29:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00861:02","content":"Reviewed Opportunity terms for Apex Retail Group: $217662 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00861'\")","http_status":200,"latency_ms":312,"raw_payload":"{\"records\":[{\"NetARR__c\":217662,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":217662,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00861'\")"}},{"episode_id":"crm_00861","actor":"rep_20","timestamp":"2026-03-13T16:34:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00861:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=289797, cogs_rate=0.186)","http_status":200,"latency_ms":75,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=289797, cogs_rate=0.186)"}},{"episode_id":"crm_00861","actor":"rep_20","timestamp":"2026-03-13T16:25:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00861:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":330,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00861","actor":"rep_20","timestamp":"2026-03-13T16:48:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00861:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":100,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00861","actor":"rep_20","timestamp":"2026-03-13T16:55:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00861:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00861\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":263,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00861\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00861","actor":"rep_20","timestamp":"2026-03-13T16:48:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00861:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":256,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00861"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00861","actor":"rep_20","timestamp":"2026-03-13T17:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00861:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00861)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00861\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00861\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00862","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-03-08T15:54:00.000Z","closed_at":"2026-03-08T16:26:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($84k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00862","actor":"rep_25","timestamp":"2026-03-08T15:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00862:00","content":"Operational trigger received from salesforce for Sentinel Networks ($84k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":244,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$84k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00862","actor":"rep_25","timestamp":"2026-03-08T15:58:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00862:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $416k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=415874, discount=0.24, term=3)","http_status":200,"latency_ms":148,"raw_payload":"{\"exception_id\":\"exc_crm_00862\",\"list_arr\":415874,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":415874,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=415874, discount=0.24, term=3)"}},{"episode_id":"crm_00862","actor":"rep_25","timestamp":"2026-03-08T16:04:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00862:02","content":"Reviewed Opportunity terms for Sentinel Networks: $244057 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00862'\")","http_status":200,"latency_ms":126,"raw_payload":"{\"records\":[{\"NetARR__c\":244057,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":244057,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00862'\")"}},{"episode_id":"crm_00862","actor":"rep_25","timestamp":"2026-03-08T16:27:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00862:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=285271, cogs_rate=0.186)","http_status":200,"latency_ms":259,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=285271, cogs_rate=0.186)"}},{"episode_id":"crm_00862","actor":"rep_25","timestamp":"2026-03-08T16:10:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00862:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":199,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00862","actor":"rep_25","timestamp":"2026-03-08T16:09:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00862:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":204,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00862","actor":"rep_25","timestamp":"2026-03-08T16:12:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00862:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00862\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":233,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00862\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00862","actor":"rep_25","timestamp":"2026-03-08T16:57:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00862:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":297,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00862"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00862","actor":"rep_25","timestamp":"2026-03-08T16:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00862:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00862)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00862\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":223,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00862\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00863","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-02-07T11:44:00.000Z","closed_at":"2026-02-07T12:08:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($101k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00863","actor":"rep_37","timestamp":"2026-02-07T11:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00863:00","content":"Operational trigger received from salesforce for Nexus AI ($101k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$101k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00863","actor":"rep_37","timestamp":"2026-02-07T11:49:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00863:01","content":"Deal desk pricing exception filed for Nexus AI: requested 24% multi-year discount on $229k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=228838, discount=0.24, term=3)","http_status":200,"latency_ms":88,"raw_payload":"{\"exception_id\":\"exc_crm_00863\",\"list_arr\":228838,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":228838,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=228838, discount=0.24, term=3)"}},{"episode_id":"crm_00863","actor":"rep_37","timestamp":"2026-02-07T11:54:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00863:02","content":"Reviewed Opportunity terms for Nexus AI: $320652 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00863'\")","http_status":200,"latency_ms":330,"raw_payload":"{\"records\":[{\"NetARR__c\":320652,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":320652,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00863'\")"}},{"episode_id":"crm_00863","actor":"rep_37","timestamp":"2026-02-07T12:11:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00863:03","content":"Financial margin calculated for Nexus AI: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=69593, cogs_rate=0.186)","http_status":200,"latency_ms":83,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=69593, cogs_rate=0.186)"}},{"episode_id":"crm_00863","actor":"rep_37","timestamp":"2026-02-07T12:08:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00863:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":162,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00863","actor":"rep_37","timestamp":"2026-02-07T12:04:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00863:05","content":"Commercial risk review for Nexus AI: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":228,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00863","actor":"rep_37","timestamp":"2026-02-07T12:38:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00863:06","content":"Recommended approval for Nexus AI discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00863\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":291,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00863\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00863","actor":"rep_37","timestamp":"2026-02-07T12:19:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00863:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])","http_status":200,"latency_ms":319,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00863"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])"}},{"episode_id":"crm_00863","actor":"rep_37","timestamp":"2026-02-07T12:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00863:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00863)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00863\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":281,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00863\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00864","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-02-18T17:06:00.000Z","closed_at":"2026-02-18T18:26:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($108k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00864","actor":"rep_01","timestamp":"2026-02-18T17:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00864:00","content":"Operational trigger received from salesforce for Vanguard Financial ($108k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":173,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$108k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00864","actor":"rep_01","timestamp":"2026-02-18T17:09:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00864:01","content":"Deal desk pricing exception filed for Vanguard Financial: requested 24% multi-year discount on $374k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=374217, discount=0.24, term=3)","http_status":200,"latency_ms":217,"raw_payload":"{\"exception_id\":\"exc_crm_00864\",\"list_arr\":374217,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":374217,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=374217, discount=0.24, term=3)"}},{"episode_id":"crm_00864","actor":"rep_01","timestamp":"2026-02-18T17:18:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00864:02","content":"Reviewed Opportunity terms for Vanguard Financial: $88268 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00864'\")","http_status":200,"latency_ms":104,"raw_payload":"{\"records\":[{\"NetARR__c\":88268,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":88268,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00864'\")"}},{"episode_id":"crm_00864","actor":"rep_01","timestamp":"2026-02-18T17:33:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00864:03","content":"Financial margin calculated for Vanguard Financial: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=148851, cogs_rate=0.186)","http_status":200,"latency_ms":155,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=148851, cogs_rate=0.186)"}},{"episode_id":"crm_00864","actor":"rep_01","timestamp":"2026-02-18T17:46:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00864:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":342,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00864","actor":"rep_01","timestamp":"2026-02-18T17:46:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00864:05","content":"Commercial risk review for Vanguard Financial: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":160,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00864","actor":"rep_01","timestamp":"2026-02-18T17:42:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00864:06","content":"Recommended approval for Vanguard Financial discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00864\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":243,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00864\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00864","actor":"rep_01","timestamp":"2026-02-18T18:23:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00864:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])","http_status":200,"latency_ms":255,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00864"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])"}},{"episode_id":"crm_00864","actor":"rep_01","timestamp":"2026-02-18T18:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00864:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00864)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00864\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":59,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00864\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00865","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-01-15T11:38:00.000Z","closed_at":"2026-01-15T12:26:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($437k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00865","actor":"rep_31","timestamp":"2026-01-15T11:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00865:00","content":"Operational trigger received from salesforce for Catalyst Software ($437k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$437k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00865","actor":"rep_31","timestamp":"2026-01-15T11:49:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00865:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $258k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=258329, discount=0.24, term=3)","http_status":200,"latency_ms":148,"raw_payload":"{\"exception_id\":\"exc_crm_00865\",\"list_arr\":258329,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":258329,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=258329, discount=0.24, term=3)"}},{"episode_id":"crm_00865","actor":"rep_31","timestamp":"2026-01-15T11:50:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00865:02","content":"Reviewed Opportunity terms for Catalyst Software: $72487 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00865'\")","http_status":200,"latency_ms":177,"raw_payload":"{\"records\":[{\"NetARR__c\":72487,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":72487,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00865'\")"}},{"episode_id":"crm_00865","actor":"rep_31","timestamp":"2026-01-15T12:05:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00865:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=269986, cogs_rate=0.186)","http_status":200,"latency_ms":170,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=269986, cogs_rate=0.186)"}},{"episode_id":"crm_00865","actor":"rep_31","timestamp":"2026-01-15T12:06:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00865:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":316,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00865","actor":"rep_31","timestamp":"2026-01-15T12:13:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00865:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":264,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00865","actor":"rep_31","timestamp":"2026-01-15T12:14:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00865:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00865\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":223,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00865\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00865","actor":"rep_31","timestamp":"2026-01-15T12:41:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00865:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":219,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00865"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00865","actor":"rep_31","timestamp":"2026-01-15T12:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00865:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00865)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00865\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":164,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00865\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00866","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-02-20T08:59:00.000Z","closed_at":"2026-02-20T09:55:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($176k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00866","actor":"rep_01","timestamp":"2026-02-20T08:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00866:00","content":"Operational trigger received from salesforce for Apex Retail Group ($176k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":268,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$176k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00866","actor":"rep_01","timestamp":"2026-02-20T09:02:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00866:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $119k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=119196, discount=0.24, term=3)","http_status":200,"latency_ms":185,"raw_payload":"{\"exception_id\":\"exc_crm_00866\",\"list_arr\":119196,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":119196,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=119196, discount=0.24, term=3)"}},{"episode_id":"crm_00866","actor":"rep_01","timestamp":"2026-02-20T09:07:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00866:02","content":"Reviewed Opportunity terms for Apex Retail Group: $287911 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00866'\")","http_status":200,"latency_ms":310,"raw_payload":"{\"records\":[{\"NetARR__c\":287911,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":287911,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00866'\")"}},{"episode_id":"crm_00866","actor":"rep_01","timestamp":"2026-02-20T09:32:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00866:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=192994, cogs_rate=0.186)","http_status":200,"latency_ms":173,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=192994, cogs_rate=0.186)"}},{"episode_id":"crm_00866","actor":"rep_01","timestamp":"2026-02-20T09:39:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00866:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":172,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00866","actor":"rep_01","timestamp":"2026-02-20T09:49:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00866:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":209,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00866","actor":"rep_01","timestamp":"2026-02-20T09:53:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00866:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00866\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":269,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00866\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00866","actor":"rep_01","timestamp":"2026-02-20T09:41:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00866:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":302,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00866"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00866","actor":"rep_01","timestamp":"2026-02-20T09:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00866:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00866)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00866\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":124,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00866\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00867","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-03-31T16:34:00.000Z","closed_at":"2026-03-31T17:46:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($75k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00867","actor":"rep_09","timestamp":"2026-03-31T16:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00867:00","content":"Operational trigger received from salesforce for Beacon Energy ($75k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":101,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$75k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00867","actor":"rep_09","timestamp":"2026-03-31T16:43:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00867:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $231k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=230838, discount=0.24, term=3)","http_status":200,"latency_ms":80,"raw_payload":"{\"exception_id\":\"exc_crm_00867\",\"list_arr\":230838,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":230838,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=230838, discount=0.24, term=3)"}},{"episode_id":"crm_00867","actor":"rep_09","timestamp":"2026-03-31T16:56:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00867:02","content":"Reviewed Opportunity terms for Beacon Energy: $86471 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00867'\")","http_status":200,"latency_ms":301,"raw_payload":"{\"records\":[{\"NetARR__c\":86471,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":86471,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00867'\")"}},{"episode_id":"crm_00867","actor":"rep_09","timestamp":"2026-03-31T17:04:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00867:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=261819, cogs_rate=0.186)","http_status":200,"latency_ms":159,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=261819, cogs_rate=0.186)"}},{"episode_id":"crm_00867","actor":"rep_09","timestamp":"2026-03-31T17:14:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00867:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":158,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00867","actor":"rep_09","timestamp":"2026-03-31T17:29:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00867:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":109,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00867","actor":"rep_09","timestamp":"2026-03-31T17:40:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00867:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00867\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":203,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00867\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00867","actor":"rep_09","timestamp":"2026-03-31T17:02:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00867:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":174,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00867"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00867","actor":"rep_09","timestamp":"2026-03-31T17:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00867:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00867)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00867\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":205,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00867\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00868","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-01-01T21:41:00.000Z","closed_at":"2026-01-01T22:13:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($191k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00868","actor":"rep_25","timestamp":"2026-01-01T21:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00868:00","content":"Operational trigger received from salesforce for Apex Retail Group ($191k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":162,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$191k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00868","actor":"rep_25","timestamp":"2026-01-01T21:51:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00868:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $390k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=390141, discount=0.24, term=3)","http_status":200,"latency_ms":256,"raw_payload":"{\"exception_id\":\"exc_crm_00868\",\"list_arr\":390141,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":390141,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=390141, discount=0.24, term=3)"}},{"episode_id":"crm_00868","actor":"rep_25","timestamp":"2026-01-01T21:59:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00868:02","content":"Reviewed Opportunity terms for Apex Retail Group: $150424 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00868'\")","http_status":200,"latency_ms":238,"raw_payload":"{\"records\":[{\"NetARR__c\":150424,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":150424,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00868'\")"}},{"episode_id":"crm_00868","actor":"rep_25","timestamp":"2026-01-01T22:14:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00868:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=214600, cogs_rate=0.186)","http_status":200,"latency_ms":268,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=214600, cogs_rate=0.186)"}},{"episode_id":"crm_00868","actor":"rep_25","timestamp":"2026-01-01T22:25:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00868:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":231,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00868","actor":"rep_25","timestamp":"2026-01-01T22:31:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00868:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":135,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00868","actor":"rep_25","timestamp":"2026-01-01T22:41:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00868:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00868\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":332,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00868\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00868","actor":"rep_25","timestamp":"2026-01-01T22:58:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00868:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":278,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00868"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00868","actor":"rep_25","timestamp":"2026-01-01T22:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00868:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00868)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00868\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00868\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00869","actor":"rep_19","actor_name":"James Wilson","company":"Vanguard Financial","opened_at":"2026-03-10T22:51:00.000Z","closed_at":"2026-03-10T23:39:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($231k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00869","actor":"rep_19","timestamp":"2026-03-10T22:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00869:00","content":"Operational trigger received from salesforce for Vanguard Financial ($231k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$231k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00869","actor":"rep_19","timestamp":"2026-03-10T22:57:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00869:01","content":"Deal desk pricing exception filed for Vanguard Financial: requested 24% multi-year discount on $324k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=324006, discount=0.24, term=3)","http_status":200,"latency_ms":82,"raw_payload":"{\"exception_id\":\"exc_crm_00869\",\"list_arr\":324006,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":324006,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=324006, discount=0.24, term=3)"}},{"episode_id":"crm_00869","actor":"rep_19","timestamp":"2026-03-10T23:01:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00869:02","content":"Reviewed Opportunity terms for Vanguard Financial: $97268 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00869'\")","http_status":200,"latency_ms":178,"raw_payload":"{\"records\":[{\"NetARR__c\":97268,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":97268,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00869'\")"}},{"episode_id":"crm_00869","actor":"rep_19","timestamp":"2026-03-10T23:00:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00869:03","content":"Financial margin calculated for Vanguard Financial: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=341888, cogs_rate=0.186)","http_status":200,"latency_ms":314,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=341888, cogs_rate=0.186)"}},{"episode_id":"crm_00869","actor":"rep_19","timestamp":"2026-03-10T23:19:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00869:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":217,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00869","actor":"rep_19","timestamp":"2026-03-10T23:26:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00869:05","content":"Commercial risk review for Vanguard Financial: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":263,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00869","actor":"rep_19","timestamp":"2026-03-10T23:27:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00869:06","content":"Recommended approval for Vanguard Financial discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00869\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":220,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00869\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00869","actor":"rep_19","timestamp":"2026-03-10T23:12:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00869:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])","http_status":200,"latency_ms":108,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00869"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])"}},{"episode_id":"crm_00869","actor":"rep_19","timestamp":"2026-03-10T23:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00869:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00869)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00869\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":236,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00869\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00870","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-02-06T22:15:00.000Z","closed_at":"2026-02-06T23:27:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($196k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00870","actor":"rep_19","timestamp":"2026-02-06T22:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00870:00","content":"Operational trigger received from salesforce for CloudScale Data ($196k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":106,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$196k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00870","actor":"rep_19","timestamp":"2026-02-06T22:26:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00870:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $332k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=332207, discount=0.24, term=3)","http_status":200,"latency_ms":236,"raw_payload":"{\"exception_id\":\"exc_crm_00870\",\"list_arr\":332207,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":332207,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=332207, discount=0.24, term=3)"}},{"episode_id":"crm_00870","actor":"rep_19","timestamp":"2026-02-06T22:35:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00870:02","content":"Reviewed Opportunity terms for CloudScale Data: $107048 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00870'\")","http_status":200,"latency_ms":149,"raw_payload":"{\"records\":[{\"NetARR__c\":107048,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":107048,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00870'\")"}},{"episode_id":"crm_00870","actor":"rep_19","timestamp":"2026-02-06T22:42:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00870:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=163943, cogs_rate=0.186)","http_status":200,"latency_ms":92,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=163943, cogs_rate=0.186)"}},{"episode_id":"crm_00870","actor":"rep_19","timestamp":"2026-02-06T22:47:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00870:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":368,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00870","actor":"rep_19","timestamp":"2026-02-06T22:40:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00870:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":119,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00870","actor":"rep_19","timestamp":"2026-02-06T22:51:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00870:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00870\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":327,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00870\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00870","actor":"rep_19","timestamp":"2026-02-06T22:43:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00870:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":311,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00870"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00870","actor":"rep_19","timestamp":"2026-02-06T23:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00870:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00870)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00870\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":180,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00870\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00871","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-03-01T22:54:00.000Z","closed_at":"2026-03-01T23:26:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($260k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00871","actor":"rep_32","timestamp":"2026-03-01T22:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00871:00","content":"Operational trigger received from salesforce for Vertex Cyber ($260k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":239,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$260k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00871","actor":"rep_32","timestamp":"2026-03-01T23:02:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00871:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $221k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=220884, discount=0.24, term=3)","http_status":200,"latency_ms":196,"raw_payload":"{\"exception_id\":\"exc_crm_00871\",\"list_arr\":220884,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":220884,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=220884, discount=0.24, term=3)"}},{"episode_id":"crm_00871","actor":"rep_32","timestamp":"2026-03-01T23:12:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00871:02","content":"Reviewed Opportunity terms for Vertex Cyber: $72200 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00871'\")","http_status":200,"latency_ms":245,"raw_payload":"{\"records\":[{\"NetARR__c\":72200,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":72200,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00871'\")"}},{"episode_id":"crm_00871","actor":"rep_32","timestamp":"2026-03-01T23:27:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00871:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=152121, cogs_rate=0.186)","http_status":200,"latency_ms":106,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=152121, cogs_rate=0.186)"}},{"episode_id":"crm_00871","actor":"rep_32","timestamp":"2026-03-01T23:18:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00871:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":249,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00871","actor":"rep_32","timestamp":"2026-03-01T23:19:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00871:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":90,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00871","actor":"rep_32","timestamp":"2026-03-01T23:36:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00871:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00871\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":284,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00871\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00871","actor":"rep_32","timestamp":"2026-03-01T23:29:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00871:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":132,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00871"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_00871","actor":"rep_32","timestamp":"2026-03-01T23:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00871:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00871)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00871\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":177,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00871\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00872","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-01-24T11:11:00.000Z","closed_at":"2026-01-24T12:23:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($243k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00872","actor":"rep_25","timestamp":"2026-01-24T11:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00872:00","content":"Operational trigger received from salesforce for Acme Health Systems ($243k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":137,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$243k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00872","actor":"rep_25","timestamp":"2026-01-24T11:14:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00872:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $307k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=306829, discount=0.24, term=3)","http_status":200,"latency_ms":91,"raw_payload":"{\"exception_id\":\"exc_crm_00872\",\"list_arr\":306829,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":306829,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=306829, discount=0.24, term=3)"}},{"episode_id":"crm_00872","actor":"rep_25","timestamp":"2026-01-24T11:33:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00872:02","content":"Reviewed Opportunity terms for Acme Health Systems: $278778 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00872'\")","http_status":200,"latency_ms":231,"raw_payload":"{\"records\":[{\"NetARR__c\":278778,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":278778,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00872'\")"}},{"episode_id":"crm_00872","actor":"rep_25","timestamp":"2026-01-24T11:29:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00872:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=123692, cogs_rate=0.186)","http_status":200,"latency_ms":161,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=123692, cogs_rate=0.186)"}},{"episode_id":"crm_00872","actor":"rep_25","timestamp":"2026-01-24T11:35:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00872:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":208,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00872","actor":"rep_25","timestamp":"2026-01-24T11:41:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00872:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":170,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00872","actor":"rep_25","timestamp":"2026-01-24T11:29:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00872:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00872\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":291,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00872\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00872","actor":"rep_25","timestamp":"2026-01-24T12:00:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00872:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":82,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00872"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00872","actor":"rep_25","timestamp":"2026-01-24T12:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00872:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00872)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00872\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00872\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00873","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-02-01T13:48:00.000Z","closed_at":"2026-02-01T15:16:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($351k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00873","actor":"rep_09","timestamp":"2026-02-01T13:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00873:00","content":"Operational trigger received from salesforce for Acme Health Systems ($351k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$351k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00873","actor":"rep_09","timestamp":"2026-02-01T13:52:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00873:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $347k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=346929, discount=0.24, term=3)","http_status":200,"latency_ms":88,"raw_payload":"{\"exception_id\":\"exc_crm_00873\",\"list_arr\":346929,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":346929,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=346929, discount=0.24, term=3)"}},{"episode_id":"crm_00873","actor":"rep_09","timestamp":"2026-02-01T14:10:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00873:02","content":"Reviewed Opportunity terms for Acme Health Systems: $344760 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00873'\")","http_status":200,"latency_ms":304,"raw_payload":"{\"records\":[{\"NetARR__c\":344760,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":344760,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00873'\")"}},{"episode_id":"crm_00873","actor":"rep_09","timestamp":"2026-02-01T13:57:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00873:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=232022, cogs_rate=0.186)","http_status":200,"latency_ms":87,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=232022, cogs_rate=0.186)"}},{"episode_id":"crm_00873","actor":"rep_09","timestamp":"2026-02-01T14:00:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00873:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":300,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00873","actor":"rep_09","timestamp":"2026-02-01T14:38:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00873:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":295,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00873","actor":"rep_09","timestamp":"2026-02-01T14:42:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00873:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00873\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":232,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00873\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00873","actor":"rep_09","timestamp":"2026-02-01T14:30:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00873:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":90,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00873"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00873","actor":"rep_09","timestamp":"2026-02-01T15:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00873:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00873)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00873\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":281,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00873\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00874","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-02-03T11:03:00.000Z","closed_at":"2026-02-03T11:51:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($114k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00874","actor":"rep_06","timestamp":"2026-02-03T11:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00874:00","content":"Operational trigger received from salesforce for Stripe Technologies ($114k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":208,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$114k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00874","actor":"rep_06","timestamp":"2026-02-03T11:14:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00874:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $221k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=220987, discount=0.24, term=3)","http_status":200,"latency_ms":208,"raw_payload":"{\"exception_id\":\"exc_crm_00874\",\"list_arr\":220987,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":220987,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=220987, discount=0.24, term=3)"}},{"episode_id":"crm_00874","actor":"rep_06","timestamp":"2026-02-03T11:23:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00874:02","content":"Reviewed Opportunity terms for Stripe Technologies: $215914 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00874'\")","http_status":200,"latency_ms":210,"raw_payload":"{\"records\":[{\"NetARR__c\":215914,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":215914,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00874'\")"}},{"episode_id":"crm_00874","actor":"rep_06","timestamp":"2026-02-03T11:33:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00874:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=171309, cogs_rate=0.186)","http_status":200,"latency_ms":193,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=171309, cogs_rate=0.186)"}},{"episode_id":"crm_00874","actor":"rep_06","timestamp":"2026-02-03T11:39:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00874:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":363,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00874","actor":"rep_06","timestamp":"2026-02-03T11:53:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00874:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":203,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00874","actor":"rep_06","timestamp":"2026-02-03T11:45:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00874:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00874\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":206,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00874\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00874","actor":"rep_06","timestamp":"2026-02-03T11:45:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00874:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":211,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00874"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00874","actor":"rep_06","timestamp":"2026-02-03T11:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00874:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00874)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00874\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":149,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00874\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00875","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-01-21T15:28:00.000Z","closed_at":"2026-01-21T16:48:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($458k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00875","actor":"rep_06","timestamp":"2026-01-21T15:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00875:00","content":"Operational trigger received from salesforce for Pinnacle Media ($458k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":81,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$458k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00875","actor":"rep_06","timestamp":"2026-01-21T15:31:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00875:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $459k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=458629, discount=0.24, term=3)","http_status":200,"latency_ms":97,"raw_payload":"{\"exception_id\":\"exc_crm_00875\",\"list_arr\":458629,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":458629,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=458629, discount=0.24, term=3)"}},{"episode_id":"crm_00875","actor":"rep_06","timestamp":"2026-01-21T15:42:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00875:02","content":"Reviewed Opportunity terms for Pinnacle Media: $79494 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00875'\")","http_status":200,"latency_ms":328,"raw_payload":"{\"records\":[{\"NetARR__c\":79494,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":79494,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00875'\")"}},{"episode_id":"crm_00875","actor":"rep_06","timestamp":"2026-01-21T16:01:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00875:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=200085, cogs_rate=0.186)","http_status":200,"latency_ms":128,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=200085, cogs_rate=0.186)"}},{"episode_id":"crm_00875","actor":"rep_06","timestamp":"2026-01-21T16:08:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00875:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":312,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00875","actor":"rep_06","timestamp":"2026-01-21T15:48:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00875:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":230,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00875","actor":"rep_06","timestamp":"2026-01-21T16:04:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00875:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00875\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":186,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00875\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00875","actor":"rep_06","timestamp":"2026-01-21T16:10:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00875:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":123,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00875"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00875","actor":"rep_06","timestamp":"2026-01-21T16:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00875:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00875)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00875\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":193,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00875\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00876","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-02-03T22:04:00.000Z","closed_at":"2026-02-03T22:44:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($159k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00876","actor":"rep_37","timestamp":"2026-02-03T22:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00876:00","content":"Operational trigger received from salesforce for Beacon Energy ($159k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":112,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$159k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00876","actor":"rep_37","timestamp":"2026-02-03T22:14:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00876:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $262k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=262072, discount=0.24, term=3)","http_status":200,"latency_ms":164,"raw_payload":"{\"exception_id\":\"exc_crm_00876\",\"list_arr\":262072,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":262072,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=262072, discount=0.24, term=3)"}},{"episode_id":"crm_00876","actor":"rep_37","timestamp":"2026-02-03T22:26:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00876:02","content":"Reviewed Opportunity terms for Beacon Energy: $172439 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00876'\")","http_status":200,"latency_ms":240,"raw_payload":"{\"records\":[{\"NetARR__c\":172439,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":172439,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00876'\")"}},{"episode_id":"crm_00876","actor":"rep_37","timestamp":"2026-02-03T22:31:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00876:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=303139, cogs_rate=0.186)","http_status":200,"latency_ms":195,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=303139, cogs_rate=0.186)"}},{"episode_id":"crm_00876","actor":"rep_37","timestamp":"2026-02-03T22:36:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00876:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":232,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00876","actor":"rep_37","timestamp":"2026-02-03T22:54:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00876:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":234,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00876","actor":"rep_37","timestamp":"2026-02-03T22:58:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00876:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00876\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":162,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00876\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00876","actor":"rep_37","timestamp":"2026-02-03T23:21:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00876:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":193,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00876"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00876","actor":"rep_37","timestamp":"2026-02-03T22:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00876:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00876)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00876\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":156,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00876\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00877","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-03-12T15:36:00.000Z","closed_at":"2026-03-12T16:48:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($358k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00877","actor":"rep_25","timestamp":"2026-03-12T15:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00877:00","content":"Operational trigger received from salesforce for NovaBio Labs ($358k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$358k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00877","actor":"rep_25","timestamp":"2026-03-12T15:46:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00877:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $358k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=358433, discount=0.24, term=3)","http_status":200,"latency_ms":220,"raw_payload":"{\"exception_id\":\"exc_crm_00877\",\"list_arr\":358433,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":358433,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=358433, discount=0.24, term=3)"}},{"episode_id":"crm_00877","actor":"rep_25","timestamp":"2026-03-12T15:42:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00877:02","content":"Reviewed Opportunity terms for NovaBio Labs: $264694 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00877'\")","http_status":200,"latency_ms":311,"raw_payload":"{\"records\":[{\"NetARR__c\":264694,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":264694,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00877'\")"}},{"episode_id":"crm_00877","actor":"rep_25","timestamp":"2026-03-12T15:48:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00877:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=350540, cogs_rate=0.186)","http_status":200,"latency_ms":209,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=350540, cogs_rate=0.186)"}},{"episode_id":"crm_00877","actor":"rep_25","timestamp":"2026-03-12T15:56:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00877:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":351,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00877","actor":"rep_25","timestamp":"2026-03-12T16:01:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00877:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":103,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00877","actor":"rep_25","timestamp":"2026-03-12T16:24:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00877:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00877\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":258,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00877\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00877","actor":"rep_25","timestamp":"2026-03-12T16:53:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00877:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":170,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00877"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00877","actor":"rep_25","timestamp":"2026-03-12T16:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00877:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00877)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00877\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":85,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00877\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00878","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-03-05T08:33:00.000Z","closed_at":"2026-03-05T09:53:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($417k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00878","actor":"rep_19","timestamp":"2026-03-05T08:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00878:00","content":"Operational trigger received from salesforce for Sentinel Networks ($417k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":271,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$417k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00878","actor":"rep_19","timestamp":"2026-03-05T08:44:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00878:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $73k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=72700, discount=0.24, term=3)","http_status":200,"latency_ms":255,"raw_payload":"{\"exception_id\":\"exc_crm_00878\",\"list_arr\":72700,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":72700,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=72700, discount=0.24, term=3)"}},{"episode_id":"crm_00878","actor":"rep_19","timestamp":"2026-03-05T08:45:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00878:02","content":"Reviewed Opportunity terms for Sentinel Networks: $350624 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00878'\")","http_status":200,"latency_ms":153,"raw_payload":"{\"records\":[{\"NetARR__c\":350624,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":350624,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00878'\")"}},{"episode_id":"crm_00878","actor":"rep_19","timestamp":"2026-03-05T08:45:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00878:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=84105, cogs_rate=0.186)","http_status":200,"latency_ms":273,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=84105, cogs_rate=0.186)"}},{"episode_id":"crm_00878","actor":"rep_19","timestamp":"2026-03-05T09:13:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00878:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":313,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00878","actor":"rep_19","timestamp":"2026-03-05T08:53:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00878:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":147,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00878","actor":"rep_19","timestamp":"2026-03-05T09:39:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00878:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00878\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":347,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00878\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00878","actor":"rep_19","timestamp":"2026-03-05T09:22:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00878:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":274,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00878"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00878","actor":"rep_19","timestamp":"2026-03-05T09:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00878:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00878)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00878\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00878\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00879","actor":"rep_19","actor_name":"James Wilson","company":"Vanguard Financial","opened_at":"2026-01-30T02:42:00.000Z","closed_at":"2026-01-30T03:22:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($171k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00879","actor":"rep_19","timestamp":"2026-01-30T02:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00879:00","content":"Operational trigger received from salesforce for Vanguard Financial ($171k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":255,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$171k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00879","actor":"rep_19","timestamp":"2026-01-30T02:52:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00879:01","content":"Deal desk pricing exception filed for Vanguard Financial: requested 24% multi-year discount on $392k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=392332, discount=0.24, term=3)","http_status":200,"latency_ms":178,"raw_payload":"{\"exception_id\":\"exc_crm_00879\",\"list_arr\":392332,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":392332,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=392332, discount=0.24, term=3)"}},{"episode_id":"crm_00879","actor":"rep_19","timestamp":"2026-01-30T03:00:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00879:02","content":"Reviewed Opportunity terms for Vanguard Financial: $299128 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00879'\")","http_status":200,"latency_ms":187,"raw_payload":"{\"records\":[{\"NetARR__c\":299128,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":299128,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00879'\")"}},{"episode_id":"crm_00879","actor":"rep_19","timestamp":"2026-01-30T03:03:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00879:03","content":"Financial margin calculated for Vanguard Financial: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=39149, cogs_rate=0.186)","http_status":200,"latency_ms":76,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=39149, cogs_rate=0.186)"}},{"episode_id":"crm_00879","actor":"rep_19","timestamp":"2026-01-30T03:22:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00879:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":328,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00879","actor":"rep_19","timestamp":"2026-01-30T03:22:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00879:05","content":"Commercial risk review for Vanguard Financial: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":283,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00879","actor":"rep_19","timestamp":"2026-01-30T03:36:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00879:06","content":"Recommended approval for Vanguard Financial discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00879\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":290,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00879\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00879","actor":"rep_19","timestamp":"2026-01-30T03:03:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00879:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])","http_status":200,"latency_ms":126,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00879"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])"}},{"episode_id":"crm_00879","actor":"rep_19","timestamp":"2026-01-30T03:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00879:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00879)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00879\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":68,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00879\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00880","actor":"rep_14","actor_name":"Rachel Adams","company":"Vertex Cyber","opened_at":"2026-02-23T11:47:00.000Z","closed_at":"2026-02-23T12:27:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($302k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00880","actor":"rep_14","timestamp":"2026-02-23T11:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00880:00","content":"Operational trigger received from salesforce for Vertex Cyber ($302k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":165,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$302k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00880","actor":"rep_14","timestamp":"2026-02-23T11:50:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00880:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $442k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=442226, discount=0.24, term=3)","http_status":200,"latency_ms":82,"raw_payload":"{\"exception_id\":\"exc_crm_00880\",\"list_arr\":442226,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":442226,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=442226, discount=0.24, term=3)"}},{"episode_id":"crm_00880","actor":"rep_14","timestamp":"2026-02-23T12:01:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00880:02","content":"Reviewed Opportunity terms for Vertex Cyber: $179614 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00880'\")","http_status":200,"latency_ms":184,"raw_payload":"{\"records\":[{\"NetARR__c\":179614,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":179614,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00880'\")"}},{"episode_id":"crm_00880","actor":"rep_14","timestamp":"2026-02-23T12:05:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00880:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=105116, cogs_rate=0.186)","http_status":200,"latency_ms":274,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=105116, cogs_rate=0.186)"}},{"episode_id":"crm_00880","actor":"rep_14","timestamp":"2026-02-23T12:11:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00880:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":229,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00880","actor":"rep_14","timestamp":"2026-02-23T12:42:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00880:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":288,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00880","actor":"rep_14","timestamp":"2026-02-23T12:35:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00880:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00880\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":231,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00880\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00880","actor":"rep_14","timestamp":"2026-02-23T12:57:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00880:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":306,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00880"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_00880","actor":"rep_14","timestamp":"2026-02-23T12:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00880:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00880)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00880\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":166,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00880\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00881","actor":"rep_06","actor_name":"Marcus Vance","company":"Beacon Energy","opened_at":"2026-03-05T01:34:00.000Z","closed_at":"2026-03-05T01:58:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($128k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00881","actor":"rep_06","timestamp":"2026-03-05T01:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00881:00","content":"Operational trigger received from salesforce for Beacon Energy ($128k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":106,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$128k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00881","actor":"rep_06","timestamp":"2026-03-05T01:43:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00881:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $71k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=70698, discount=0.24, term=3)","http_status":200,"latency_ms":121,"raw_payload":"{\"exception_id\":\"exc_crm_00881\",\"list_arr\":70698,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":70698,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=70698, discount=0.24, term=3)"}},{"episode_id":"crm_00881","actor":"rep_06","timestamp":"2026-03-05T01:42:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00881:02","content":"Reviewed Opportunity terms for Beacon Energy: $349091 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00881'\")","http_status":200,"latency_ms":335,"raw_payload":"{\"records\":[{\"NetARR__c\":349091,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":349091,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00881'\")"}},{"episode_id":"crm_00881","actor":"rep_06","timestamp":"2026-03-05T02:01:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00881:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=304594, cogs_rate=0.186)","http_status":200,"latency_ms":124,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=304594, cogs_rate=0.186)"}},{"episode_id":"crm_00881","actor":"rep_06","timestamp":"2026-03-05T01:46:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00881:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":346,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00881","actor":"rep_06","timestamp":"2026-03-05T02:24:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00881:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":189,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00881","actor":"rep_06","timestamp":"2026-03-05T02:40:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00881:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00881\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":255,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00881\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00881","actor":"rep_06","timestamp":"2026-03-05T02:23:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00881:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":306,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00881"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00881","actor":"rep_06","timestamp":"2026-03-05T01:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00881:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00881)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00881\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":197,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00881\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00882","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-02-10T09:10:00.000Z","closed_at":"2026-02-10T09:50:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($307k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00882","actor":"rep_25","timestamp":"2026-02-10T09:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00882:00","content":"Operational trigger received from salesforce for Catalyst Software ($307k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$307k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00882","actor":"rep_25","timestamp":"2026-02-10T09:16:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00882:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $312k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=311856, discount=0.24, term=3)","http_status":200,"latency_ms":114,"raw_payload":"{\"exception_id\":\"exc_crm_00882\",\"list_arr\":311856,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":311856,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=311856, discount=0.24, term=3)"}},{"episode_id":"crm_00882","actor":"rep_25","timestamp":"2026-02-10T09:30:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00882:02","content":"Reviewed Opportunity terms for Catalyst Software: $269206 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00882'\")","http_status":200,"latency_ms":285,"raw_payload":"{\"records\":[{\"NetARR__c\":269206,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":269206,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00882'\")"}},{"episode_id":"crm_00882","actor":"rep_25","timestamp":"2026-02-10T09:28:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00882:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=141884, cogs_rate=0.186)","http_status":200,"latency_ms":132,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=141884, cogs_rate=0.186)"}},{"episode_id":"crm_00882","actor":"rep_25","timestamp":"2026-02-10T09:54:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00882:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":228,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00882","actor":"rep_25","timestamp":"2026-02-10T09:50:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00882:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":170,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00882","actor":"rep_25","timestamp":"2026-02-10T10:16:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00882:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00882\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":175,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00882\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00882","actor":"rep_25","timestamp":"2026-02-10T09:38:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00882:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":221,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00882"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00882","actor":"rep_25","timestamp":"2026-02-10T09:50:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00882:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00882)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00882\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00882\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00883","actor":"rep_32","actor_name":"Liam O'Connor","company":"Apex Retail Group","opened_at":"2026-02-04T15:06:00.000Z","closed_at":"2026-02-04T16:02:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($300k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00883","actor":"rep_32","timestamp":"2026-02-04T15:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00883:00","content":"Operational trigger received from salesforce for Apex Retail Group ($300k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":243,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$300k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00883","actor":"rep_32","timestamp":"2026-02-04T15:17:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00883:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $374k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=374480, discount=0.24, term=3)","http_status":200,"latency_ms":135,"raw_payload":"{\"exception_id\":\"exc_crm_00883\",\"list_arr\":374480,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":374480,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=374480, discount=0.24, term=3)"}},{"episode_id":"crm_00883","actor":"rep_32","timestamp":"2026-02-04T15:18:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00883:02","content":"Reviewed Opportunity terms for Apex Retail Group: $229265 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00883'\")","http_status":200,"latency_ms":164,"raw_payload":"{\"records\":[{\"NetARR__c\":229265,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":229265,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00883'\")"}},{"episode_id":"crm_00883","actor":"rep_32","timestamp":"2026-02-04T15:15:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00883:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=351552, cogs_rate=0.186)","http_status":200,"latency_ms":246,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=351552, cogs_rate=0.186)"}},{"episode_id":"crm_00883","actor":"rep_32","timestamp":"2026-02-04T15:46:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00883:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":338,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00883","actor":"rep_32","timestamp":"2026-02-04T15:21:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00883:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":180,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00883","actor":"rep_32","timestamp":"2026-02-04T15:36:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00883:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00883\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":344,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00883\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00883","actor":"rep_32","timestamp":"2026-02-04T16:16:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00883:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":300,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00883"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00883","actor":"rep_32","timestamp":"2026-02-04T16:02:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00883:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00883)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00883\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00883\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00884","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-01-30T19:48:00.000Z","closed_at":"2026-01-30T21:16:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($60k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00884","actor":"rep_09","timestamp":"2026-01-30T19:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00884:00","content":"Operational trigger received from salesforce for Sentinel Networks ($60k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":125,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$60k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00884","actor":"rep_09","timestamp":"2026-01-30T19:55:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00884:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $172k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=171813, discount=0.24, term=3)","http_status":200,"latency_ms":206,"raw_payload":"{\"exception_id\":\"exc_crm_00884\",\"list_arr\":171813,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":171813,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=171813, discount=0.24, term=3)"}},{"episode_id":"crm_00884","actor":"rep_09","timestamp":"2026-01-30T20:04:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00884:02","content":"Reviewed Opportunity terms for Sentinel Networks: $169959 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00884'\")","http_status":200,"latency_ms":190,"raw_payload":"{\"records\":[{\"NetARR__c\":169959,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":169959,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00884'\")"}},{"episode_id":"crm_00884","actor":"rep_09","timestamp":"2026-01-30T20:12:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00884:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=316949, cogs_rate=0.186)","http_status":200,"latency_ms":311,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=316949, cogs_rate=0.186)"}},{"episode_id":"crm_00884","actor":"rep_09","timestamp":"2026-01-30T20:04:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00884:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":279,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00884","actor":"rep_09","timestamp":"2026-01-30T20:33:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00884:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":254,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00884","actor":"rep_09","timestamp":"2026-01-30T20:48:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00884:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00884\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":251,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00884\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00884","actor":"rep_09","timestamp":"2026-01-30T20:09:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00884:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":207,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00884"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00884","actor":"rep_09","timestamp":"2026-01-30T21:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00884:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00884)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00884\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00884\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00885","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-03-22T02:25:00.000Z","closed_at":"2026-03-22T02:57:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($189k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00885","actor":"rep_09","timestamp":"2026-03-22T02:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00885:00","content":"Operational trigger received from salesforce for Vanguard Financial ($189k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":214,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$189k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00885","actor":"rep_09","timestamp":"2026-03-22T02:30:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00885:01","content":"Deal desk pricing exception filed for Vanguard Financial: requested 24% multi-year discount on $168k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=168103, discount=0.24, term=3)","http_status":200,"latency_ms":120,"raw_payload":"{\"exception_id\":\"exc_crm_00885\",\"list_arr\":168103,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":168103,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=168103, discount=0.24, term=3)"}},{"episode_id":"crm_00885","actor":"rep_09","timestamp":"2026-03-22T02:35:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00885:02","content":"Reviewed Opportunity terms for Vanguard Financial: $123391 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00885'\")","http_status":200,"latency_ms":152,"raw_payload":"{\"records\":[{\"NetARR__c\":123391,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":123391,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00885'\")"}},{"episode_id":"crm_00885","actor":"rep_09","timestamp":"2026-03-22T02:34:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00885:03","content":"Financial margin calculated for Vanguard Financial: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=339081, cogs_rate=0.186)","http_status":200,"latency_ms":304,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=339081, cogs_rate=0.186)"}},{"episode_id":"crm_00885","actor":"rep_09","timestamp":"2026-03-22T02:53:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00885:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":167,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00885","actor":"rep_09","timestamp":"2026-03-22T03:10:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00885:05","content":"Commercial risk review for Vanguard Financial: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":277,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00885","actor":"rep_09","timestamp":"2026-03-22T02:49:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00885:06","content":"Recommended approval for Vanguard Financial discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00885\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":349,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00885\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00885","actor":"rep_09","timestamp":"2026-03-22T02:53:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00885:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])","http_status":200,"latency_ms":261,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00885"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])"}},{"episode_id":"crm_00885","actor":"rep_09","timestamp":"2026-03-22T02:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00885:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00885)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00885\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":95,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00885\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00886","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-03-22T03:11:00.000Z","closed_at":"2026-03-22T03:43:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($325k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00886","actor":"rep_11","timestamp":"2026-03-22T03:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00886:00","content":"Operational trigger received from salesforce for Catalyst Software ($325k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":138,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$325k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00886","actor":"rep_11","timestamp":"2026-03-22T03:22:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00886:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $242k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=241610, discount=0.24, term=3)","http_status":200,"latency_ms":47,"raw_payload":"{\"exception_id\":\"exc_crm_00886\",\"list_arr\":241610,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":241610,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=241610, discount=0.24, term=3)"}},{"episode_id":"crm_00886","actor":"rep_11","timestamp":"2026-03-22T03:19:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00886:02","content":"Reviewed Opportunity terms for Catalyst Software: $276683 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00886'\")","http_status":200,"latency_ms":308,"raw_payload":"{\"records\":[{\"NetARR__c\":276683,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":276683,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00886'\")"}},{"episode_id":"crm_00886","actor":"rep_11","timestamp":"2026-03-22T03:23:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00886:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=304933, cogs_rate=0.186)","http_status":200,"latency_ms":214,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=304933, cogs_rate=0.186)"}},{"episode_id":"crm_00886","actor":"rep_11","timestamp":"2026-03-22T03:27:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00886:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":257,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00886","actor":"rep_11","timestamp":"2026-03-22T04:01:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00886:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":175,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00886","actor":"rep_11","timestamp":"2026-03-22T04:11:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00886:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00886\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":212,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00886\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00886","actor":"rep_11","timestamp":"2026-03-22T03:46:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00886:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":317,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00886"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00886","actor":"rep_11","timestamp":"2026-03-22T03:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00886:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00886)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00886\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":265,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00886\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00887","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-03-21T03:11:00.000Z","closed_at":"2026-03-21T03:43:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($324k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00887","actor":"rep_06","timestamp":"2026-03-21T03:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00887:00","content":"Operational trigger received from salesforce for Stripe Technologies ($324k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":80,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$324k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00887","actor":"rep_06","timestamp":"2026-03-21T03:22:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00887:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $114k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=113793, discount=0.24, term=3)","http_status":200,"latency_ms":243,"raw_payload":"{\"exception_id\":\"exc_crm_00887\",\"list_arr\":113793,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":113793,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=113793, discount=0.24, term=3)"}},{"episode_id":"crm_00887","actor":"rep_06","timestamp":"2026-03-21T03:17:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00887:02","content":"Reviewed Opportunity terms for Stripe Technologies: $187009 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00887'\")","http_status":200,"latency_ms":130,"raw_payload":"{\"records\":[{\"NetARR__c\":187009,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":187009,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00887'\")"}},{"episode_id":"crm_00887","actor":"rep_06","timestamp":"2026-03-21T03:29:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00887:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=201447, cogs_rate=0.186)","http_status":200,"latency_ms":222,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=201447, cogs_rate=0.186)"}},{"episode_id":"crm_00887","actor":"rep_06","timestamp":"2026-03-21T03:23:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00887:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":198,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00887","actor":"rep_06","timestamp":"2026-03-21T03:51:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00887:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":167,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00887","actor":"rep_06","timestamp":"2026-03-21T03:53:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00887:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00887\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":227,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00887\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00887","actor":"rep_06","timestamp":"2026-03-21T04:14:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00887:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":295,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00887"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00887","actor":"rep_06","timestamp":"2026-03-21T03:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00887:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00887)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00887\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":166,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00887\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00888","actor":"rep_01","actor_name":"Sarah Chen","company":"Beacon Energy","opened_at":"2026-03-25T09:20:00.000Z","closed_at":"2026-03-25T10:16:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($51k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00888","actor":"rep_01","timestamp":"2026-03-25T09:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00888:00","content":"Operational trigger received from salesforce for Beacon Energy ($51k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":199,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$51k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00888","actor":"rep_01","timestamp":"2026-03-25T09:23:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00888:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $240k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=239586, discount=0.24, term=3)","http_status":200,"latency_ms":59,"raw_payload":"{\"exception_id\":\"exc_crm_00888\",\"list_arr\":239586,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":239586,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=239586, discount=0.24, term=3)"}},{"episode_id":"crm_00888","actor":"rep_01","timestamp":"2026-03-25T09:34:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00888:02","content":"Reviewed Opportunity terms for Beacon Energy: $247235 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00888'\")","http_status":200,"latency_ms":212,"raw_payload":"{\"records\":[{\"NetARR__c\":247235,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":247235,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00888'\")"}},{"episode_id":"crm_00888","actor":"rep_01","timestamp":"2026-03-25T09:44:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00888:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=108596, cogs_rate=0.186)","http_status":200,"latency_ms":134,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=108596, cogs_rate=0.186)"}},{"episode_id":"crm_00888","actor":"rep_01","timestamp":"2026-03-25T09:52:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00888:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":303,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00888","actor":"rep_01","timestamp":"2026-03-25T09:45:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00888:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":305,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00888","actor":"rep_01","timestamp":"2026-03-25T09:56:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00888:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00888\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":114,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00888\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00888","actor":"rep_01","timestamp":"2026-03-25T09:41:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00888:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":121,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00888"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00888","actor":"rep_01","timestamp":"2026-03-25T10:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00888:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00888)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00888\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":179,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00888\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00889","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-02-17T16:13:00.000Z","closed_at":"2026-02-17T16:45:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($239k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00889","actor":"rep_09","timestamp":"2026-02-17T16:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00889:00","content":"Operational trigger received from salesforce for Acme Health Systems ($239k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":229,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$239k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00889","actor":"rep_09","timestamp":"2026-02-17T16:17:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00889:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $206k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=206387, discount=0.24, term=3)","http_status":200,"latency_ms":190,"raw_payload":"{\"exception_id\":\"exc_crm_00889\",\"list_arr\":206387,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":206387,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=206387, discount=0.24, term=3)"}},{"episode_id":"crm_00889","actor":"rep_09","timestamp":"2026-02-17T16:25:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00889:02","content":"Reviewed Opportunity terms for Acme Health Systems: $130036 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00889'\")","http_status":200,"latency_ms":256,"raw_payload":"{\"records\":[{\"NetARR__c\":130036,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":130036,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00889'\")"}},{"episode_id":"crm_00889","actor":"rep_09","timestamp":"2026-02-17T16:28:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00889:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=352990, cogs_rate=0.186)","http_status":200,"latency_ms":208,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=352990, cogs_rate=0.186)"}},{"episode_id":"crm_00889","actor":"rep_09","timestamp":"2026-02-17T16:53:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00889:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":352,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00889","actor":"rep_09","timestamp":"2026-02-17T16:28:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00889:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":175,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00889","actor":"rep_09","timestamp":"2026-02-17T17:13:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00889:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00889\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":243,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00889\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00889","actor":"rep_09","timestamp":"2026-02-17T17:09:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00889:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":176,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00889"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00889","actor":"rep_09","timestamp":"2026-02-17T16:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00889:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00889)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00889\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":262,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00889\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00890","actor":"rep_20","actor_name":"Maya Patel","company":"CloudScale Data","opened_at":"2026-01-26T15:43:00.000Z","closed_at":"2026-01-26T16:47:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($224k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00890","actor":"rep_20","timestamp":"2026-01-26T15:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00890:00","content":"Operational trigger received from salesforce for CloudScale Data ($224k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":276,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$224k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00890","actor":"rep_20","timestamp":"2026-01-26T15:48:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00890:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $64k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=63861, discount=0.24, term=3)","http_status":200,"latency_ms":46,"raw_payload":"{\"exception_id\":\"exc_crm_00890\",\"list_arr\":63861,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":63861,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=63861, discount=0.24, term=3)"}},{"episode_id":"crm_00890","actor":"rep_20","timestamp":"2026-01-26T15:55:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00890:02","content":"Reviewed Opportunity terms for CloudScale Data: $340276 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00890'\")","http_status":200,"latency_ms":213,"raw_payload":"{\"records\":[{\"NetARR__c\":340276,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":340276,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00890'\")"}},{"episode_id":"crm_00890","actor":"rep_20","timestamp":"2026-01-26T16:01:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00890:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=101156, cogs_rate=0.186)","http_status":200,"latency_ms":235,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=101156, cogs_rate=0.186)"}},{"episode_id":"crm_00890","actor":"rep_20","timestamp":"2026-01-26T16:07:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00890:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":268,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00890","actor":"rep_20","timestamp":"2026-01-26T15:58:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00890:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":120,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00890","actor":"rep_20","timestamp":"2026-01-26T16:13:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00890:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00890\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":153,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00890\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00890","actor":"rep_20","timestamp":"2026-01-26T16:39:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00890:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":258,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00890"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00890","actor":"rep_20","timestamp":"2026-01-26T16:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00890:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00890)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00890\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":69,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00890\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00891","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-01-03T04:24:00.000Z","closed_at":"2026-01-03T05:36:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($368k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00891","actor":"rep_19","timestamp":"2026-01-03T04:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00891:00","content":"Operational trigger received from salesforce for Pinnacle Media ($368k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":53,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$368k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00891","actor":"rep_19","timestamp":"2026-01-03T04:31:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00891:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $339k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=339372, discount=0.24, term=3)","http_status":200,"latency_ms":156,"raw_payload":"{\"exception_id\":\"exc_crm_00891\",\"list_arr\":339372,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":339372,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=339372, discount=0.24, term=3)"}},{"episode_id":"crm_00891","actor":"rep_19","timestamp":"2026-01-03T04:42:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00891:02","content":"Reviewed Opportunity terms for Pinnacle Media: $35595 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00891'\")","http_status":200,"latency_ms":179,"raw_payload":"{\"records\":[{\"NetARR__c\":35595,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":35595,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00891'\")"}},{"episode_id":"crm_00891","actor":"rep_19","timestamp":"2026-01-03T04:45:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00891:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=224965, cogs_rate=0.186)","http_status":200,"latency_ms":238,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=224965, cogs_rate=0.186)"}},{"episode_id":"crm_00891","actor":"rep_19","timestamp":"2026-01-03T04:48:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00891:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":260,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00891","actor":"rep_19","timestamp":"2026-01-03T05:19:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00891:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":212,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00891","actor":"rep_19","timestamp":"2026-01-03T04:48:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00891:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00891\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":242,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00891\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00891","actor":"rep_19","timestamp":"2026-01-03T04:45:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00891:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":215,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00891"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00891","actor":"rep_19","timestamp":"2026-01-03T05:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00891:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00891)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00891\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":82,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00891\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00892","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-03-05T09:27:00.000Z","closed_at":"2026-03-05T10:47:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($453k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00892","actor":"rep_14","timestamp":"2026-03-05T09:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00892:00","content":"Operational trigger received from salesforce for Beacon Energy ($453k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":72,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$453k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00892","actor":"rep_14","timestamp":"2026-03-05T09:30:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00892:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $372k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=371717, discount=0.24, term=3)","http_status":200,"latency_ms":228,"raw_payload":"{\"exception_id\":\"exc_crm_00892\",\"list_arr\":371717,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":371717,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=371717, discount=0.24, term=3)"}},{"episode_id":"crm_00892","actor":"rep_14","timestamp":"2026-03-05T09:37:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00892:02","content":"Reviewed Opportunity terms for Beacon Energy: $67562 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00892'\")","http_status":200,"latency_ms":260,"raw_payload":"{\"records\":[{\"NetARR__c\":67562,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":67562,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00892'\")"}},{"episode_id":"crm_00892","actor":"rep_14","timestamp":"2026-03-05T09:48:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00892:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=346505, cogs_rate=0.186)","http_status":200,"latency_ms":281,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=346505, cogs_rate=0.186)"}},{"episode_id":"crm_00892","actor":"rep_14","timestamp":"2026-03-05T10:03:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00892:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":298,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00892","actor":"rep_14","timestamp":"2026-03-05T09:42:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00892:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":110,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00892","actor":"rep_14","timestamp":"2026-03-05T10:21:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00892:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00892\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":143,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00892\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00892","actor":"rep_14","timestamp":"2026-03-05T09:48:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00892:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":91,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00892"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00892","actor":"rep_14","timestamp":"2026-03-05T10:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00892:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00892)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00892\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":69,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00892\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00893","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-02-08T20:55:00.000Z","closed_at":"2026-02-08T21:27:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($368k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00893","actor":"rep_31","timestamp":"2026-02-08T20:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00893:00","content":"Operational trigger received from salesforce for NovaBio Labs ($368k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$368k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00893","actor":"rep_31","timestamp":"2026-02-08T20:59:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00893:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $459k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=458823, discount=0.24, term=3)","http_status":200,"latency_ms":130,"raw_payload":"{\"exception_id\":\"exc_crm_00893\",\"list_arr\":458823,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":458823,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=458823, discount=0.24, term=3)"}},{"episode_id":"crm_00893","actor":"rep_31","timestamp":"2026-02-08T21:11:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00893:02","content":"Reviewed Opportunity terms for NovaBio Labs: $313080 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00893'\")","http_status":200,"latency_ms":205,"raw_payload":"{\"records\":[{\"NetARR__c\":313080,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":313080,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00893'\")"}},{"episode_id":"crm_00893","actor":"rep_31","timestamp":"2026-02-08T21:19:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00893:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=144918, cogs_rate=0.186)","http_status":200,"latency_ms":241,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=144918, cogs_rate=0.186)"}},{"episode_id":"crm_00893","actor":"rep_31","timestamp":"2026-02-08T21:39:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00893:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":318,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00893","actor":"rep_31","timestamp":"2026-02-08T21:25:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00893:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":147,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00893","actor":"rep_31","timestamp":"2026-02-08T21:25:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00893:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00893\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":123,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00893\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00893","actor":"rep_31","timestamp":"2026-02-08T21:37:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00893:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":222,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00893"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00893","actor":"rep_31","timestamp":"2026-02-08T21:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00893:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00893)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00893\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00893\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00894","actor":"rep_11","actor_name":"David Kim","company":"Sentinel Networks","opened_at":"2026-03-25T15:13:00.000Z","closed_at":"2026-03-25T15:53:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($186k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00894","actor":"rep_11","timestamp":"2026-03-25T15:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00894:00","content":"Operational trigger received from salesforce for Sentinel Networks ($186k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":263,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$186k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00894","actor":"rep_11","timestamp":"2026-03-25T15:23:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00894:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $112k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=112019, discount=0.24, term=3)","http_status":200,"latency_ms":171,"raw_payload":"{\"exception_id\":\"exc_crm_00894\",\"list_arr\":112019,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":112019,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=112019, discount=0.24, term=3)"}},{"episode_id":"crm_00894","actor":"rep_11","timestamp":"2026-03-25T15:19:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00894:02","content":"Reviewed Opportunity terms for Sentinel Networks: $184763 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00894'\")","http_status":200,"latency_ms":172,"raw_payload":"{\"records\":[{\"NetARR__c\":184763,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":184763,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00894'\")"}},{"episode_id":"crm_00894","actor":"rep_11","timestamp":"2026-03-25T15:25:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00894:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=190309, cogs_rate=0.186)","http_status":200,"latency_ms":95,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=190309, cogs_rate=0.186)"}},{"episode_id":"crm_00894","actor":"rep_11","timestamp":"2026-03-25T15:57:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00894:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":284,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00894","actor":"rep_11","timestamp":"2026-03-25T15:48:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00894:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":164,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00894","actor":"rep_11","timestamp":"2026-03-25T15:31:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00894:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00894\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":244,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00894\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00894","actor":"rep_11","timestamp":"2026-03-25T15:34:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00894:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":201,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00894"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00894","actor":"rep_11","timestamp":"2026-03-25T15:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00894:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00894)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00894\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":267,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00894\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00895","actor":"rep_25","actor_name":"Carlos Mendez","company":"Meridian Logistics","opened_at":"2026-02-13T14:20:00.000Z","closed_at":"2026-02-13T15:08:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($199k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00895","actor":"rep_25","timestamp":"2026-02-13T14:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00895:00","content":"Operational trigger received from salesforce for Meridian Logistics ($199k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":59,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$199k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00895","actor":"rep_25","timestamp":"2026-02-13T14:29:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00895:01","content":"Deal desk pricing exception filed for Meridian Logistics: requested 24% multi-year discount on $61k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=61002, discount=0.24, term=3)","http_status":200,"latency_ms":190,"raw_payload":"{\"exception_id\":\"exc_crm_00895\",\"list_arr\":61002,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":61002,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=61002, discount=0.24, term=3)"}},{"episode_id":"crm_00895","actor":"rep_25","timestamp":"2026-02-13T14:32:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00895:02","content":"Reviewed Opportunity terms for Meridian Logistics: $243078 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00895'\")","http_status":200,"latency_ms":208,"raw_payload":"{\"records\":[{\"NetARR__c\":243078,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":243078,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00895'\")"}},{"episode_id":"crm_00895","actor":"rep_25","timestamp":"2026-02-13T14:50:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00895:03","content":"Financial margin calculated for Meridian Logistics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=148908, cogs_rate=0.186)","http_status":200,"latency_ms":86,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=148908, cogs_rate=0.186)"}},{"episode_id":"crm_00895","actor":"rep_25","timestamp":"2026-02-13T14:56:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00895:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":172,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00895","actor":"rep_25","timestamp":"2026-02-13T14:40:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00895:05","content":"Commercial risk review for Meridian Logistics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":131,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00895","actor":"rep_25","timestamp":"2026-02-13T15:26:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00895:06","content":"Recommended approval for Meridian Logistics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00895\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":207,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00895\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00895","actor":"rep_25","timestamp":"2026-02-13T15:09:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00895:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])","http_status":200,"latency_ms":294,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00895"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])"}},{"episode_id":"crm_00895","actor":"rep_25","timestamp":"2026-02-13T15:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00895:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00895)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00895\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":252,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00895\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00896","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vanguard Financial","opened_at":"2026-01-29T06:27:00.000Z","closed_at":"2026-01-29T07:39:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($124k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00896","actor":"rep_25","timestamp":"2026-01-29T06:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00896:00","content":"Operational trigger received from salesforce for Vanguard Financial ($124k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$124k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_00896","actor":"rep_25","timestamp":"2026-01-29T06:37:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00896:01","content":"Deal desk pricing exception filed for Vanguard Financial: requested 24% multi-year discount on $186k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=186097, discount=0.24, term=3)","http_status":200,"latency_ms":182,"raw_payload":"{\"exception_id\":\"exc_crm_00896\",\"list_arr\":186097,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":186097,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"dealdesk.api.createPricingException(account=\"Vanguard Financial\", list_arr=186097, discount=0.24, term=3)"}},{"episode_id":"crm_00896","actor":"rep_25","timestamp":"2026-01-29T06:35:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00896:02","content":"Reviewed Opportunity terms for Vanguard Financial: $261321 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00896'\")","http_status":200,"latency_ms":218,"raw_payload":"{\"records\":[{\"NetARR__c\":261321,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":261321,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00896'\")"}},{"episode_id":"crm_00896","actor":"rep_25","timestamp":"2026-01-29T06:51:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00896:03","content":"Financial margin calculated for Vanguard Financial: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=166441, cogs_rate=0.186)","http_status":200,"latency_ms":164,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=166441, cogs_rate=0.186)"}},{"episode_id":"crm_00896","actor":"rep_25","timestamp":"2026-01-29T07:07:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00896:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":341,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00896","actor":"rep_25","timestamp":"2026-01-29T06:42:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00896:05","content":"Commercial risk review for Vanguard Financial: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":177,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00896","actor":"rep_25","timestamp":"2026-01-29T07:09:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00896:06","content":"Recommended approval for Vanguard Financial discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00896\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":245,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00896\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00896","actor":"rep_25","timestamp":"2026-01-29T07:30:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00896:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])","http_status":200,"latency_ms":245,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00896"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vanguard Financial\"}])"}},{"episode_id":"crm_00896","actor":"rep_25","timestamp":"2026-01-29T07:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00896:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_00896)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00896\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":117,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00896\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00897","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-02-13T22:04:00.000Z","closed_at":"2026-02-13T22:52:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($65k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00897","actor":"rep_11","timestamp":"2026-02-13T22:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00897:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($65k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":255,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$65k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00897","actor":"rep_11","timestamp":"2026-02-13T22:13:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00897:01","content":"Deal desk pricing exception filed for OmniChannel Inc: requested 24% multi-year discount on $409k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=408589, discount=0.24, term=3)","http_status":200,"latency_ms":160,"raw_payload":"{\"exception_id\":\"exc_crm_00897\",\"list_arr\":408589,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":408589,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=408589, discount=0.24, term=3)"}},{"episode_id":"crm_00897","actor":"rep_11","timestamp":"2026-02-13T22:10:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00897:02","content":"Reviewed Opportunity terms for OmniChannel Inc: $73281 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00897'\")","http_status":200,"latency_ms":194,"raw_payload":"{\"records\":[{\"NetARR__c\":73281,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":73281,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00897'\")"}},{"episode_id":"crm_00897","actor":"rep_11","timestamp":"2026-02-13T22:28:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00897:03","content":"Financial margin calculated for OmniChannel Inc: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=178261, cogs_rate=0.186)","http_status":200,"latency_ms":96,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=178261, cogs_rate=0.186)"}},{"episode_id":"crm_00897","actor":"rep_11","timestamp":"2026-02-13T22:40:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00897:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":278,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00897","actor":"rep_11","timestamp":"2026-02-13T22:24:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00897:05","content":"Commercial risk review for OmniChannel Inc: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":319,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00897","actor":"rep_11","timestamp":"2026-02-13T22:40:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00897:06","content":"Recommended approval for OmniChannel Inc discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00897\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":150,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00897\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00897","actor":"rep_11","timestamp":"2026-02-13T22:46:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00897:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])","http_status":200,"latency_ms":177,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00897"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])"}},{"episode_id":"crm_00897","actor":"rep_11","timestamp":"2026-02-13T22:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00897:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00897)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00897\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":167,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00897\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00898","actor":"rep_37","actor_name":"Sophia Zhang","company":"Sentinel Networks","opened_at":"2026-01-09T12:27:00.000Z","closed_at":"2026-01-09T12:51:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($76k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00898","actor":"rep_37","timestamp":"2026-01-09T12:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00898:00","content":"Operational trigger received from salesforce for Sentinel Networks ($76k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":231,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$76k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00898","actor":"rep_37","timestamp":"2026-01-09T12:30:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00898:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $372k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=371925, discount=0.24, term=3)","http_status":200,"latency_ms":191,"raw_payload":"{\"exception_id\":\"exc_crm_00898\",\"list_arr\":371925,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":371925,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=371925, discount=0.24, term=3)"}},{"episode_id":"crm_00898","actor":"rep_37","timestamp":"2026-01-09T12:47:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00898:02","content":"Reviewed Opportunity terms for Sentinel Networks: $106440 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00898'\")","http_status":200,"latency_ms":179,"raw_payload":"{\"records\":[{\"NetARR__c\":106440,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":106440,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00898'\")"}},{"episode_id":"crm_00898","actor":"rep_37","timestamp":"2026-01-09T12:51:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00898:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=323958, cogs_rate=0.186)","http_status":200,"latency_ms":296,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=323958, cogs_rate=0.186)"}},{"episode_id":"crm_00898","actor":"rep_37","timestamp":"2026-01-09T12:55:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00898:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":306,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00898","actor":"rep_37","timestamp":"2026-01-09T13:22:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00898:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":166,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00898","actor":"rep_37","timestamp":"2026-01-09T12:51:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00898:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00898\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":120,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00898\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00898","actor":"rep_37","timestamp":"2026-01-09T13:02:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00898:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":194,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00898"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00898","actor":"rep_37","timestamp":"2026-01-09T12:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00898:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00898)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00898\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00898\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00899","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-01-21T03:24:00.000Z","closed_at":"2026-01-21T03:56:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($457k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00899","actor":"rep_32","timestamp":"2026-01-21T03:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00899:00","content":"Operational trigger received from salesforce for Acme Health Systems ($457k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":117,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$457k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00899","actor":"rep_32","timestamp":"2026-01-21T03:27:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00899:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $62k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=62299, discount=0.24, term=3)","http_status":200,"latency_ms":116,"raw_payload":"{\"exception_id\":\"exc_crm_00899\",\"list_arr\":62299,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":62299,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=62299, discount=0.24, term=3)"}},{"episode_id":"crm_00899","actor":"rep_32","timestamp":"2026-01-21T03:44:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00899:02","content":"Reviewed Opportunity terms for Acme Health Systems: $347322 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00899'\")","http_status":200,"latency_ms":180,"raw_payload":"{\"records\":[{\"NetARR__c\":347322,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":347322,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00899'\")"}},{"episode_id":"crm_00899","actor":"rep_32","timestamp":"2026-01-21T03:33:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00899:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=336427, cogs_rate=0.186)","http_status":200,"latency_ms":227,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=336427, cogs_rate=0.186)"}},{"episode_id":"crm_00899","actor":"rep_32","timestamp":"2026-01-21T03:36:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00899:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":239,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00899","actor":"rep_32","timestamp":"2026-01-21T04:04:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00899:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":199,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00899","actor":"rep_32","timestamp":"2026-01-21T03:42:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00899:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00899\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":181,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00899\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00899","actor":"rep_32","timestamp":"2026-01-21T04:41:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00899:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":120,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00899"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00899","actor":"rep_32","timestamp":"2026-01-21T03:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00899:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00899)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00899\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":110,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00899\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00900","actor":"rep_11","actor_name":"David Kim","company":"Nexus AI","opened_at":"2026-01-13T12:03:00.000Z","closed_at":"2026-01-13T13:15:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($60k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00900","actor":"rep_11","timestamp":"2026-01-13T12:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00900:00","content":"Operational trigger received from salesforce for Nexus AI ($60k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$60k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00900","actor":"rep_11","timestamp":"2026-01-13T12:13:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00900:01","content":"Deal desk pricing exception filed for Nexus AI: requested 24% multi-year discount on $77k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=76750, discount=0.24, term=3)","http_status":200,"latency_ms":179,"raw_payload":"{\"exception_id\":\"exc_crm_00900\",\"list_arr\":76750,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":76750,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=76750, discount=0.24, term=3)"}},{"episode_id":"crm_00900","actor":"rep_11","timestamp":"2026-01-13T12:19:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00900:02","content":"Reviewed Opportunity terms for Nexus AI: $335627 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00900'\")","http_status":200,"latency_ms":203,"raw_payload":"{\"records\":[{\"NetARR__c\":335627,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":335627,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00900'\")"}},{"episode_id":"crm_00900","actor":"rep_11","timestamp":"2026-01-13T12:21:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00900:03","content":"Financial margin calculated for Nexus AI: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=46191, cogs_rate=0.186)","http_status":200,"latency_ms":193,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=46191, cogs_rate=0.186)"}},{"episode_id":"crm_00900","actor":"rep_11","timestamp":"2026-01-13T12:31:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00900:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":182,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00900","actor":"rep_11","timestamp":"2026-01-13T12:48:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00900:05","content":"Commercial risk review for Nexus AI: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":197,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00900","actor":"rep_11","timestamp":"2026-01-13T12:51:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00900:06","content":"Recommended approval for Nexus AI discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00900\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":301,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00900\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00900","actor":"rep_11","timestamp":"2026-01-13T13:13:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00900:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])","http_status":200,"latency_ms":141,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00900"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])"}},{"episode_id":"crm_00900","actor":"rep_11","timestamp":"2026-01-13T13:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00900:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00900)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00900\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":67,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00900\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00901","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-03-13T17:02:00.000Z","closed_at":"2026-03-13T18:14:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($69k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00901","actor":"rep_09","timestamp":"2026-03-13T17:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00901:00","content":"Operational trigger received from salesforce for Catalyst Software ($69k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":218,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$69k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00901","actor":"rep_09","timestamp":"2026-03-13T17:09:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00901:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $191k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=191093, discount=0.24, term=3)","http_status":200,"latency_ms":225,"raw_payload":"{\"exception_id\":\"exc_crm_00901\",\"list_arr\":191093,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":191093,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=191093, discount=0.24, term=3)"}},{"episode_id":"crm_00901","actor":"rep_09","timestamp":"2026-03-13T17:10:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00901:02","content":"Reviewed Opportunity terms for Catalyst Software: $290238 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00901'\")","http_status":200,"latency_ms":157,"raw_payload":"{\"records\":[{\"NetARR__c\":290238,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":290238,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00901'\")"}},{"episode_id":"crm_00901","actor":"rep_09","timestamp":"2026-03-13T17:17:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00901:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=330735, cogs_rate=0.186)","http_status":200,"latency_ms":306,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=330735, cogs_rate=0.186)"}},{"episode_id":"crm_00901","actor":"rep_09","timestamp":"2026-03-13T17:18:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00901:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":376,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00901","actor":"rep_09","timestamp":"2026-03-13T17:22:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00901:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":96,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00901","actor":"rep_09","timestamp":"2026-03-13T18:02:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00901:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00901\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":125,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00901\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00901","actor":"rep_09","timestamp":"2026-03-13T18:12:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00901:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":233,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00901"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00901","actor":"rep_09","timestamp":"2026-03-13T18:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00901:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00901)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00901\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00901\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00902","actor":"rep_11","actor_name":"David Kim","company":"Sentinel Networks","opened_at":"2026-02-08T15:30:00.000Z","closed_at":"2026-02-08T16:58:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($163k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00902","actor":"rep_11","timestamp":"2026-02-08T15:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00902:00","content":"Operational trigger received from salesforce for Sentinel Networks ($163k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":65,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$163k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00902","actor":"rep_11","timestamp":"2026-02-08T15:35:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00902:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $288k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=287795, discount=0.24, term=3)","http_status":200,"latency_ms":70,"raw_payload":"{\"exception_id\":\"exc_crm_00902\",\"list_arr\":287795,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":287795,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=287795, discount=0.24, term=3)"}},{"episode_id":"crm_00902","actor":"rep_11","timestamp":"2026-02-08T15:48:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00902:02","content":"Reviewed Opportunity terms for Sentinel Networks: $36646 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00902'\")","http_status":200,"latency_ms":134,"raw_payload":"{\"records\":[{\"NetARR__c\":36646,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":36646,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00902'\")"}},{"episode_id":"crm_00902","actor":"rep_11","timestamp":"2026-02-08T15:57:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00902:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=75931, cogs_rate=0.186)","http_status":200,"latency_ms":111,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=75931, cogs_rate=0.186)"}},{"episode_id":"crm_00902","actor":"rep_11","timestamp":"2026-02-08T16:06:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00902:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":385,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00902","actor":"rep_11","timestamp":"2026-02-08T15:50:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00902:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":159,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00902","actor":"rep_11","timestamp":"2026-02-08T16:18:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00902:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00902\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":242,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00902\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00902","actor":"rep_11","timestamp":"2026-02-08T16:26:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00902:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":164,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00902"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00902","actor":"rep_11","timestamp":"2026-02-08T16:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00902:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00902)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00902\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":159,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00902\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00903","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-01-02T21:43:00.000Z","closed_at":"2026-01-02T23:03:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($437k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00903","actor":"rep_19","timestamp":"2026-01-02T21:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00903:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($437k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":66,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$437k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00903","actor":"rep_19","timestamp":"2026-01-02T21:53:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00903:01","content":"Deal desk pricing exception filed for OmniChannel Inc: requested 24% multi-year discount on $321k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=321294, discount=0.24, term=3)","http_status":200,"latency_ms":117,"raw_payload":"{\"exception_id\":\"exc_crm_00903\",\"list_arr\":321294,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":321294,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=321294, discount=0.24, term=3)"}},{"episode_id":"crm_00903","actor":"rep_19","timestamp":"2026-01-02T21:51:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00903:02","content":"Reviewed Opportunity terms for OmniChannel Inc: $43671 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00903'\")","http_status":200,"latency_ms":115,"raw_payload":"{\"records\":[{\"NetARR__c\":43671,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":43671,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00903'\")"}},{"episode_id":"crm_00903","actor":"rep_19","timestamp":"2026-01-02T22:13:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00903:03","content":"Financial margin calculated for OmniChannel Inc: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=179564, cogs_rate=0.186)","http_status":200,"latency_ms":141,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=179564, cogs_rate=0.186)"}},{"episode_id":"crm_00903","actor":"rep_19","timestamp":"2026-01-02T22:27:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00903:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":187,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00903","actor":"rep_19","timestamp":"2026-01-02T22:03:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00903:05","content":"Commercial risk review for OmniChannel Inc: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":303,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00903","actor":"rep_19","timestamp":"2026-01-02T22:19:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00903:06","content":"Recommended approval for OmniChannel Inc discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00903\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":131,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00903\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00903","actor":"rep_19","timestamp":"2026-01-02T22:11:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00903:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])","http_status":200,"latency_ms":306,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00903"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])"}},{"episode_id":"crm_00903","actor":"rep_19","timestamp":"2026-01-02T23:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00903:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00903)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00903\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":101,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00903\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00904","actor":"rep_32","actor_name":"Liam O'Connor","company":"Catalyst Software","opened_at":"2026-01-13T09:36:00.000Z","closed_at":"2026-01-13T10:16:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($63k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00904","actor":"rep_32","timestamp":"2026-01-13T09:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00904:00","content":"Operational trigger received from salesforce for Catalyst Software ($63k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":169,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$63k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00904","actor":"rep_32","timestamp":"2026-01-13T09:39:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00904:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $286k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=285753, discount=0.24, term=3)","http_status":200,"latency_ms":152,"raw_payload":"{\"exception_id\":\"exc_crm_00904\",\"list_arr\":285753,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":285753,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=285753, discount=0.24, term=3)"}},{"episode_id":"crm_00904","actor":"rep_32","timestamp":"2026-01-13T09:58:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00904:02","content":"Reviewed Opportunity terms for Catalyst Software: $88146 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00904'\")","http_status":200,"latency_ms":223,"raw_payload":"{\"records\":[{\"NetARR__c\":88146,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":88146,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00904'\")"}},{"episode_id":"crm_00904","actor":"rep_32","timestamp":"2026-01-13T09:45:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00904:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=155671, cogs_rate=0.186)","http_status":200,"latency_ms":280,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=155671, cogs_rate=0.186)"}},{"episode_id":"crm_00904","actor":"rep_32","timestamp":"2026-01-13T10:16:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00904:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":356,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00904","actor":"rep_32","timestamp":"2026-01-13T10:16:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00904:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":320,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00904","actor":"rep_32","timestamp":"2026-01-13T10:24:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00904:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00904\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":318,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00904\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00904","actor":"rep_32","timestamp":"2026-01-13T10:46:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00904:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":179,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00904"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00904","actor":"rep_32","timestamp":"2026-01-13T10:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00904:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00904)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00904\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":177,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00904\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00905","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-02-19T17:55:00.000Z","closed_at":"2026-02-19T18:59:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($364k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00905","actor":"rep_19","timestamp":"2026-02-19T17:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00905:00","content":"Operational trigger received from salesforce for Beacon Energy ($364k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$364k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00905","actor":"rep_19","timestamp":"2026-02-19T18:05:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00905:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $104k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=104472, discount=0.24, term=3)","http_status":200,"latency_ms":56,"raw_payload":"{\"exception_id\":\"exc_crm_00905\",\"list_arr\":104472,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":104472,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=104472, discount=0.24, term=3)"}},{"episode_id":"crm_00905","actor":"rep_19","timestamp":"2026-02-19T18:05:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00905:02","content":"Reviewed Opportunity terms for Beacon Energy: $206111 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00905'\")","http_status":200,"latency_ms":134,"raw_payload":"{\"records\":[{\"NetARR__c\":206111,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":206111,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00905'\")"}},{"episode_id":"crm_00905","actor":"rep_19","timestamp":"2026-02-19T18:10:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00905:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=155602, cogs_rate=0.186)","http_status":200,"latency_ms":295,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=155602, cogs_rate=0.186)"}},{"episode_id":"crm_00905","actor":"rep_19","timestamp":"2026-02-19T18:15:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00905:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":335,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00905","actor":"rep_19","timestamp":"2026-02-19T18:20:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00905:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":115,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00905","actor":"rep_19","timestamp":"2026-02-19T18:37:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00905:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00905\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":148,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00905\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00905","actor":"rep_19","timestamp":"2026-02-19T18:30:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00905:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":221,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00905"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00905","actor":"rep_19","timestamp":"2026-02-19T18:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00905:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00905)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00905\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":90,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00905\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00906","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-01-12T06:52:00.000Z","closed_at":"2026-01-12T07:48:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($153k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00906","actor":"rep_37","timestamp":"2026-01-12T06:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00906:00","content":"Operational trigger received from salesforce for Stripe Technologies ($153k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":63,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$153k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00906","actor":"rep_37","timestamp":"2026-01-12T06:59:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00906:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $408k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=408471, discount=0.24, term=3)","http_status":200,"latency_ms":167,"raw_payload":"{\"exception_id\":\"exc_crm_00906\",\"list_arr\":408471,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":408471,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=408471, discount=0.24, term=3)"}},{"episode_id":"crm_00906","actor":"rep_37","timestamp":"2026-01-12T07:04:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00906:02","content":"Reviewed Opportunity terms for Stripe Technologies: $211652 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00906'\")","http_status":200,"latency_ms":178,"raw_payload":"{\"records\":[{\"NetARR__c\":211652,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":211652,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00906'\")"}},{"episode_id":"crm_00906","actor":"rep_37","timestamp":"2026-01-12T07:07:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00906:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=155252, cogs_rate=0.186)","http_status":200,"latency_ms":230,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=155252, cogs_rate=0.186)"}},{"episode_id":"crm_00906","actor":"rep_37","timestamp":"2026-01-12T07:24:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00906:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":381,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00906","actor":"rep_37","timestamp":"2026-01-12T07:47:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00906:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":170,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00906","actor":"rep_37","timestamp":"2026-01-12T07:58:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00906:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00906\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":116,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00906\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00906","actor":"rep_37","timestamp":"2026-01-12T07:55:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00906:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":94,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00906"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00906","actor":"rep_37","timestamp":"2026-01-12T07:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00906:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00906)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00906\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00906\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00907","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-03-27T05:01:00.000Z","closed_at":"2026-03-27T06:21:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($266k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00907","actor":"rep_37","timestamp":"2026-03-27T05:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00907:00","content":"Operational trigger received from salesforce for Stripe Technologies ($266k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$266k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00907","actor":"rep_37","timestamp":"2026-03-27T05:07:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00907:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $236k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=236440, discount=0.24, term=3)","http_status":200,"latency_ms":200,"raw_payload":"{\"exception_id\":\"exc_crm_00907\",\"list_arr\":236440,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":236440,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=236440, discount=0.24, term=3)"}},{"episode_id":"crm_00907","actor":"rep_37","timestamp":"2026-03-27T05:09:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00907:02","content":"Reviewed Opportunity terms for Stripe Technologies: $104152 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00907'\")","http_status":200,"latency_ms":316,"raw_payload":"{\"records\":[{\"NetARR__c\":104152,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":104152,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00907'\")"}},{"episode_id":"crm_00907","actor":"rep_37","timestamp":"2026-03-27T05:19:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00907:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=188452, cogs_rate=0.186)","http_status":200,"latency_ms":258,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=188452, cogs_rate=0.186)"}},{"episode_id":"crm_00907","actor":"rep_37","timestamp":"2026-03-27T05:29:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00907:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":249,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00907","actor":"rep_37","timestamp":"2026-03-27T05:26:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00907:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":149,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00907","actor":"rep_37","timestamp":"2026-03-27T05:55:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00907:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00907\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":125,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00907\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00907","actor":"rep_37","timestamp":"2026-03-27T05:36:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00907:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":216,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00907"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00907","actor":"rep_37","timestamp":"2026-03-27T06:21:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00907:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00907)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00907\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":97,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00907\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00908","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-01-03T07:02:00.000Z","closed_at":"2026-01-03T08:30:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($176k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00908","actor":"rep_19","timestamp":"2026-01-03T07:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00908:00","content":"Operational trigger received from salesforce for Acme Health Systems ($176k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$176k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00908","actor":"rep_19","timestamp":"2026-01-03T07:12:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00908:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $98k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=97884, discount=0.24, term=3)","http_status":200,"latency_ms":202,"raw_payload":"{\"exception_id\":\"exc_crm_00908\",\"list_arr\":97884,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":97884,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=97884, discount=0.24, term=3)"}},{"episode_id":"crm_00908","actor":"rep_19","timestamp":"2026-01-03T07:14:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00908:02","content":"Reviewed Opportunity terms for Acme Health Systems: $279333 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00908'\")","http_status":200,"latency_ms":326,"raw_payload":"{\"records\":[{\"NetARR__c\":279333,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":279333,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00908'\")"}},{"episode_id":"crm_00908","actor":"rep_19","timestamp":"2026-01-03T07:11:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00908:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=38349, cogs_rate=0.186)","http_status":200,"latency_ms":167,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=38349, cogs_rate=0.186)"}},{"episode_id":"crm_00908","actor":"rep_19","timestamp":"2026-01-03T07:26:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00908:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":177,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00908","actor":"rep_19","timestamp":"2026-01-03T07:52:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00908:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":120,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00908","actor":"rep_19","timestamp":"2026-01-03T07:38:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00908:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00908\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":169,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00908\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00908","actor":"rep_19","timestamp":"2026-01-03T08:19:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00908:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":192,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00908"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00908","actor":"rep_19","timestamp":"2026-01-03T08:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00908:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00908)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00908\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00908\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00909","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-03-07T20:38:00.000Z","closed_at":"2026-03-07T21:18:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($172k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00909","actor":"rep_37","timestamp":"2026-03-07T20:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00909:00","content":"Operational trigger received from salesforce for Stripe Technologies ($172k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":92,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$172k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00909","actor":"rep_37","timestamp":"2026-03-07T20:44:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00909:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $142k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=141989, discount=0.24, term=3)","http_status":200,"latency_ms":166,"raw_payload":"{\"exception_id\":\"exc_crm_00909\",\"list_arr\":141989,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":141989,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=141989, discount=0.24, term=3)"}},{"episode_id":"crm_00909","actor":"rep_37","timestamp":"2026-03-07T20:44:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00909:02","content":"Reviewed Opportunity terms for Stripe Technologies: $281113 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00909'\")","http_status":200,"latency_ms":155,"raw_payload":"{\"records\":[{\"NetARR__c\":281113,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":281113,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00909'\")"}},{"episode_id":"crm_00909","actor":"rep_37","timestamp":"2026-03-07T21:02:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00909:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=146601, cogs_rate=0.186)","http_status":200,"latency_ms":199,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=146601, cogs_rate=0.186)"}},{"episode_id":"crm_00909","actor":"rep_37","timestamp":"2026-03-07T21:10:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00909:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":273,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00909","actor":"rep_37","timestamp":"2026-03-07T21:13:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00909:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":316,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00909","actor":"rep_37","timestamp":"2026-03-07T21:08:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00909:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00909\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":159,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00909\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00909","actor":"rep_37","timestamp":"2026-03-07T21:48:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00909:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":170,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00909"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00909","actor":"rep_37","timestamp":"2026-03-07T21:18:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00909:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00909)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00909\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00909\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00910","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-03-21T11:56:00.000Z","closed_at":"2026-03-21T12:44:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($141k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00910","actor":"rep_19","timestamp":"2026-03-21T11:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00910:00","content":"Operational trigger received from salesforce for Sentinel Networks ($141k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":185,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$141k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00910","actor":"rep_19","timestamp":"2026-03-21T12:01:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00910:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $286k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=285896, discount=0.24, term=3)","http_status":200,"latency_ms":96,"raw_payload":"{\"exception_id\":\"exc_crm_00910\",\"list_arr\":285896,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":285896,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=285896, discount=0.24, term=3)"}},{"episode_id":"crm_00910","actor":"rep_19","timestamp":"2026-03-21T12:14:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00910:02","content":"Reviewed Opportunity terms for Sentinel Networks: $196588 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00910'\")","http_status":200,"latency_ms":148,"raw_payload":"{\"records\":[{\"NetARR__c\":196588,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":196588,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00910'\")"}},{"episode_id":"crm_00910","actor":"rep_19","timestamp":"2026-03-21T12:05:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00910:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=304842, cogs_rate=0.186)","http_status":200,"latency_ms":127,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=304842, cogs_rate=0.186)"}},{"episode_id":"crm_00910","actor":"rep_19","timestamp":"2026-03-21T12:28:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00910:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":323,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00910","actor":"rep_19","timestamp":"2026-03-21T12:36:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00910:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":317,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00910","actor":"rep_19","timestamp":"2026-03-21T12:14:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00910:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00910\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":264,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00910\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00910","actor":"rep_19","timestamp":"2026-03-21T12:52:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00910:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":138,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00910"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00910","actor":"rep_19","timestamp":"2026-03-21T12:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00910:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00910)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00910\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":200,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00910\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00911","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-03-07T11:35:00.000Z","closed_at":"2026-03-07T12:15:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($98k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00911","actor":"rep_06","timestamp":"2026-03-07T11:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00911:00","content":"Operational trigger received from salesforce for NovaBio Labs ($98k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":255,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$98k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00911","actor":"rep_06","timestamp":"2026-03-07T11:46:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00911:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $446k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=446492, discount=0.24, term=3)","http_status":200,"latency_ms":191,"raw_payload":"{\"exception_id\":\"exc_crm_00911\",\"list_arr\":446492,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":446492,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=446492, discount=0.24, term=3)"}},{"episode_id":"crm_00911","actor":"rep_06","timestamp":"2026-03-07T11:47:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00911:02","content":"Reviewed Opportunity terms for NovaBio Labs: $175368 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00911'\")","http_status":200,"latency_ms":126,"raw_payload":"{\"records\":[{\"NetARR__c\":175368,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":175368,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00911'\")"}},{"episode_id":"crm_00911","actor":"rep_06","timestamp":"2026-03-07T11:50:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00911:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=330567, cogs_rate=0.186)","http_status":200,"latency_ms":140,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=330567, cogs_rate=0.186)"}},{"episode_id":"crm_00911","actor":"rep_06","timestamp":"2026-03-07T11:51:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00911:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":268,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00911","actor":"rep_06","timestamp":"2026-03-07T12:30:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00911:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":199,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00911","actor":"rep_06","timestamp":"2026-03-07T11:53:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00911:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00911\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":337,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00911\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00911","actor":"rep_06","timestamp":"2026-03-07T12:31:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00911:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":114,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00911"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00911","actor":"rep_06","timestamp":"2026-03-07T12:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00911:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00911)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00911\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00911\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00912","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-01-22T15:13:00.000Z","closed_at":"2026-01-22T15:45:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($287k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00912","actor":"rep_14","timestamp":"2026-01-22T15:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00912:00","content":"Operational trigger received from salesforce for CloudScale Data ($287k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":61,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$287k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00912","actor":"rep_14","timestamp":"2026-01-22T15:20:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00912:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $93k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=93402, discount=0.24, term=3)","http_status":200,"latency_ms":212,"raw_payload":"{\"exception_id\":\"exc_crm_00912\",\"list_arr\":93402,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":93402,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=93402, discount=0.24, term=3)"}},{"episode_id":"crm_00912","actor":"rep_14","timestamp":"2026-01-22T15:35:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00912:02","content":"Reviewed Opportunity terms for CloudScale Data: $67255 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00912'\")","http_status":200,"latency_ms":289,"raw_payload":"{\"records\":[{\"NetARR__c\":67255,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":67255,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00912'\")"}},{"episode_id":"crm_00912","actor":"rep_14","timestamp":"2026-01-22T15:31:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00912:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=239285, cogs_rate=0.186)","http_status":200,"latency_ms":259,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=239285, cogs_rate=0.186)"}},{"episode_id":"crm_00912","actor":"rep_14","timestamp":"2026-01-22T15:49:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00912:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":172,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00912","actor":"rep_14","timestamp":"2026-01-22T16:08:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00912:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":258,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00912","actor":"rep_14","timestamp":"2026-01-22T15:55:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00912:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00912\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":275,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00912\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00912","actor":"rep_14","timestamp":"2026-01-22T15:55:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00912:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":176,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00912"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00912","actor":"rep_14","timestamp":"2026-01-22T15:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00912:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00912)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00912\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00912\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00913","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-01-24T15:31:00.000Z","closed_at":"2026-01-24T16:27:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($347k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00913","actor":"rep_19","timestamp":"2026-01-24T15:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00913:00","content":"Operational trigger received from salesforce for Sentinel Networks ($347k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$347k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00913","actor":"rep_19","timestamp":"2026-01-24T15:37:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00913:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $384k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=383989, discount=0.24, term=3)","http_status":200,"latency_ms":278,"raw_payload":"{\"exception_id\":\"exc_crm_00913\",\"list_arr\":383989,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":383989,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=383989, discount=0.24, term=3)"}},{"episode_id":"crm_00913","actor":"rep_19","timestamp":"2026-01-24T15:45:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00913:02","content":"Reviewed Opportunity terms for Sentinel Networks: $65877 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00913'\")","http_status":200,"latency_ms":293,"raw_payload":"{\"records\":[{\"NetARR__c\":65877,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":65877,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00913'\")"}},{"episode_id":"crm_00913","actor":"rep_19","timestamp":"2026-01-24T15:52:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00913:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=195195, cogs_rate=0.186)","http_status":200,"latency_ms":136,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=195195, cogs_rate=0.186)"}},{"episode_id":"crm_00913","actor":"rep_19","timestamp":"2026-01-24T16:03:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00913:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":256,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00913","actor":"rep_19","timestamp":"2026-01-24T16:06:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00913:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":296,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00913","actor":"rep_19","timestamp":"2026-01-24T16:13:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00913:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00913\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":323,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00913\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00913","actor":"rep_19","timestamp":"2026-01-24T16:41:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00913:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":118,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00913"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00913","actor":"rep_19","timestamp":"2026-01-24T16:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00913:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00913)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00913\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00913\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00914","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-03-06T18:32:00.000Z","closed_at":"2026-03-06T18:56:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($400k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00914","actor":"rep_20","timestamp":"2026-03-06T18:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00914:00","content":"Operational trigger received from salesforce for Vertex Cyber ($400k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$400k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00914","actor":"rep_20","timestamp":"2026-03-06T18:35:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00914:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $431k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=430799, discount=0.24, term=3)","http_status":200,"latency_ms":148,"raw_payload":"{\"exception_id\":\"exc_crm_00914\",\"list_arr\":430799,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":430799,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=430799, discount=0.24, term=3)"}},{"episode_id":"crm_00914","actor":"rep_20","timestamp":"2026-03-06T18:44:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00914:02","content":"Reviewed Opportunity terms for Vertex Cyber: $347941 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00914'\")","http_status":200,"latency_ms":208,"raw_payload":"{\"records\":[{\"NetARR__c\":347941,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":347941,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00914'\")"}},{"episode_id":"crm_00914","actor":"rep_20","timestamp":"2026-03-06T18:50:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00914:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=182577, cogs_rate=0.186)","http_status":200,"latency_ms":200,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=182577, cogs_rate=0.186)"}},{"episode_id":"crm_00914","actor":"rep_20","timestamp":"2026-03-06T18:44:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00914:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":166,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00914","actor":"rep_20","timestamp":"2026-03-06T18:57:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00914:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":200,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00914","actor":"rep_20","timestamp":"2026-03-06T19:26:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00914:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00914\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":302,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00914\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00914","actor":"rep_20","timestamp":"2026-03-06T19:35:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00914:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":114,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00914"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_00914","actor":"rep_20","timestamp":"2026-03-06T18:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00914:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00914)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00914\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":244,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00914\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00915","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-01-20T23:48:00.000Z","closed_at":"2026-01-21T00:28:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($417k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00915","actor":"rep_11","timestamp":"2026-01-20T23:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00915:00","content":"Operational trigger received from salesforce for NovaBio Labs ($417k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":62,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$417k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00915","actor":"rep_11","timestamp":"2026-01-20T23:54:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00915:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $295k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=295292, discount=0.24, term=3)","http_status":200,"latency_ms":151,"raw_payload":"{\"exception_id\":\"exc_crm_00915\",\"list_arr\":295292,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":295292,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=295292, discount=0.24, term=3)"}},{"episode_id":"crm_00915","actor":"rep_11","timestamp":"2026-01-21T00:00:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00915:02","content":"Reviewed Opportunity terms for NovaBio Labs: $263083 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00915'\")","http_status":200,"latency_ms":163,"raw_payload":"{\"records\":[{\"NetARR__c\":263083,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":263083,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00915'\")"}},{"episode_id":"crm_00915","actor":"rep_11","timestamp":"2026-01-21T00:18:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00915:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=207138, cogs_rate=0.186)","http_status":200,"latency_ms":153,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=207138, cogs_rate=0.186)"}},{"episode_id":"crm_00915","actor":"rep_11","timestamp":"2026-01-21T00:24:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00915:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":358,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00915","actor":"rep_11","timestamp":"2026-01-21T00:33:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00915:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":100,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00915","actor":"rep_11","timestamp":"2026-01-21T00:06:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00915:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00915\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":331,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00915\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00915","actor":"rep_11","timestamp":"2026-01-21T00:37:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00915:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":311,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00915"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00915","actor":"rep_11","timestamp":"2026-01-21T00:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00915:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00915)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00915\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":255,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00915\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00916","actor":"rep_32","actor_name":"Liam O'Connor","company":"CloudScale Data","opened_at":"2026-01-28T03:01:00.000Z","closed_at":"2026-01-28T04:29:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($277k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00916","actor":"rep_32","timestamp":"2026-01-28T03:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00916:00","content":"Operational trigger received from salesforce for CloudScale Data ($277k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":265,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$277k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00916","actor":"rep_32","timestamp":"2026-01-28T03:10:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00916:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $393k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=392568, discount=0.24, term=3)","http_status":200,"latency_ms":60,"raw_payload":"{\"exception_id\":\"exc_crm_00916\",\"list_arr\":392568,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":392568,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=392568, discount=0.24, term=3)"}},{"episode_id":"crm_00916","actor":"rep_32","timestamp":"2026-01-28T03:09:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00916:02","content":"Reviewed Opportunity terms for CloudScale Data: $83076 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00916'\")","http_status":200,"latency_ms":175,"raw_payload":"{\"records\":[{\"NetARR__c\":83076,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":83076,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00916'\")"}},{"episode_id":"crm_00916","actor":"rep_32","timestamp":"2026-01-28T03:13:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00916:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=323268, cogs_rate=0.186)","http_status":200,"latency_ms":195,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=323268, cogs_rate=0.186)"}},{"episode_id":"crm_00916","actor":"rep_32","timestamp":"2026-01-28T03:45:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00916:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":226,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00916","actor":"rep_32","timestamp":"2026-01-28T03:26:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00916:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":91,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00916","actor":"rep_32","timestamp":"2026-01-28T03:43:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00916:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00916\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":212,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00916\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00916","actor":"rep_32","timestamp":"2026-01-28T04:04:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00916:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":252,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00916"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00916","actor":"rep_32","timestamp":"2026-01-28T04:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00916:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00916)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00916\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00916\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00917","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-01-21T12:28:00.000Z","closed_at":"2026-01-21T13:24:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($211k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00917","actor":"rep_19","timestamp":"2026-01-21T12:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00917:00","content":"Operational trigger received from salesforce for CloudScale Data ($211k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":223,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$211k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00917","actor":"rep_19","timestamp":"2026-01-21T12:35:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00917:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $294k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=294450, discount=0.24, term=3)","http_status":200,"latency_ms":268,"raw_payload":"{\"exception_id\":\"exc_crm_00917\",\"list_arr\":294450,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":294450,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=294450, discount=0.24, term=3)"}},{"episode_id":"crm_00917","actor":"rep_19","timestamp":"2026-01-21T12:40:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00917:02","content":"Reviewed Opportunity terms for CloudScale Data: $186338 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00917'\")","http_status":200,"latency_ms":232,"raw_payload":"{\"records\":[{\"NetARR__c\":186338,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":186338,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00917'\")"}},{"episode_id":"crm_00917","actor":"rep_19","timestamp":"2026-01-21T12:52:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00917:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=35425, cogs_rate=0.186)","http_status":200,"latency_ms":213,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=35425, cogs_rate=0.186)"}},{"episode_id":"crm_00917","actor":"rep_19","timestamp":"2026-01-21T13:00:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00917:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":273,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00917","actor":"rep_19","timestamp":"2026-01-21T13:03:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00917:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":144,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00917","actor":"rep_19","timestamp":"2026-01-21T12:58:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00917:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00917\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":129,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00917\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00917","actor":"rep_19","timestamp":"2026-01-21T13:17:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00917:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":278,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00917"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00917","actor":"rep_19","timestamp":"2026-01-21T13:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00917:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00917)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00917\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":114,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00917\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00918","actor":"rep_31","actor_name":"Aisha Taylor","company":"OmniChannel Inc","opened_at":"2026-01-21T05:23:00.000Z","closed_at":"2026-01-21T06:51:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($421k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00918","actor":"rep_31","timestamp":"2026-01-21T05:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00918:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($421k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":74,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$421k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00918","actor":"rep_31","timestamp":"2026-01-21T05:33:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00918:01","content":"Deal desk pricing exception filed for OmniChannel Inc: requested 24% multi-year discount on $321k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=321299, discount=0.24, term=3)","http_status":200,"latency_ms":63,"raw_payload":"{\"exception_id\":\"exc_crm_00918\",\"list_arr\":321299,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":321299,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=321299, discount=0.24, term=3)"}},{"episode_id":"crm_00918","actor":"rep_31","timestamp":"2026-01-21T05:39:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00918:02","content":"Reviewed Opportunity terms for OmniChannel Inc: $352177 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00918'\")","http_status":200,"latency_ms":107,"raw_payload":"{\"records\":[{\"NetARR__c\":352177,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":352177,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00918'\")"}},{"episode_id":"crm_00918","actor":"rep_31","timestamp":"2026-01-21T05:41:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00918:03","content":"Financial margin calculated for OmniChannel Inc: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=90193, cogs_rate=0.186)","http_status":200,"latency_ms":85,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=90193, cogs_rate=0.186)"}},{"episode_id":"crm_00918","actor":"rep_31","timestamp":"2026-01-21T06:03:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00918:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":204,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00918","actor":"rep_31","timestamp":"2026-01-21T05:48:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00918:05","content":"Commercial risk review for OmniChannel Inc: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":248,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00918","actor":"rep_31","timestamp":"2026-01-21T05:47:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00918:06","content":"Recommended approval for OmniChannel Inc discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00918\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":304,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00918\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00918","actor":"rep_31","timestamp":"2026-01-21T05:51:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00918:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])","http_status":200,"latency_ms":136,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00918"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])"}},{"episode_id":"crm_00918","actor":"rep_31","timestamp":"2026-01-21T06:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00918:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00918)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00918\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00918\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00919","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-02-24T00:49:00.000Z","closed_at":"2026-02-24T02:17:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($345k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00919","actor":"rep_25","timestamp":"2026-02-24T00:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00919:00","content":"Operational trigger received from salesforce for Stripe Technologies ($345k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$345k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00919","actor":"rep_25","timestamp":"2026-02-24T00:59:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00919:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $57k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=56985, discount=0.24, term=3)","http_status":200,"latency_ms":151,"raw_payload":"{\"exception_id\":\"exc_crm_00919\",\"list_arr\":56985,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":56985,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=56985, discount=0.24, term=3)"}},{"episode_id":"crm_00919","actor":"rep_25","timestamp":"2026-02-24T00:59:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00919:02","content":"Reviewed Opportunity terms for Stripe Technologies: $342217 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00919'\")","http_status":200,"latency_ms":152,"raw_payload":"{\"records\":[{\"NetARR__c\":342217,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":342217,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00919'\")"}},{"episode_id":"crm_00919","actor":"rep_25","timestamp":"2026-02-24T01:13:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00919:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=41642, cogs_rate=0.186)","http_status":200,"latency_ms":123,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=41642, cogs_rate=0.186)"}},{"episode_id":"crm_00919","actor":"rep_25","timestamp":"2026-02-24T01:17:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00919:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":334,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00919","actor":"rep_25","timestamp":"2026-02-24T01:34:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00919:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":312,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00919","actor":"rep_25","timestamp":"2026-02-24T01:25:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00919:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00919\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":347,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00919\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00919","actor":"rep_25","timestamp":"2026-02-24T01:24:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00919:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":121,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00919"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00919","actor":"rep_25","timestamp":"2026-02-24T02:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00919:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00919)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00919\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":171,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00919\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00920","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-03-21T00:07:00.000Z","closed_at":"2026-03-21T01:35:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($52k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00920","actor":"rep_06","timestamp":"2026-03-21T00:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00920:00","content":"Operational trigger received from salesforce for CloudScale Data ($52k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$52k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00920","actor":"rep_06","timestamp":"2026-03-21T00:15:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00920:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $291k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=291197, discount=0.24, term=3)","http_status":200,"latency_ms":189,"raw_payload":"{\"exception_id\":\"exc_crm_00920\",\"list_arr\":291197,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":291197,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=291197, discount=0.24, term=3)"}},{"episode_id":"crm_00920","actor":"rep_06","timestamp":"2026-03-21T00:13:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00920:02","content":"Reviewed Opportunity terms for CloudScale Data: $88972 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00920'\")","http_status":200,"latency_ms":256,"raw_payload":"{\"records\":[{\"NetARR__c\":88972,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":88972,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00920'\")"}},{"episode_id":"crm_00920","actor":"rep_06","timestamp":"2026-03-21T00:34:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00920:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=38564, cogs_rate=0.186)","http_status":200,"latency_ms":236,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=38564, cogs_rate=0.186)"}},{"episode_id":"crm_00920","actor":"rep_06","timestamp":"2026-03-21T00:31:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00920:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":249,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00920","actor":"rep_06","timestamp":"2026-03-21T00:27:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00920:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":255,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00920","actor":"rep_06","timestamp":"2026-03-21T00:31:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00920:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00920\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":196,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00920\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00920","actor":"rep_06","timestamp":"2026-03-21T01:10:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00920:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":190,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00920"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00920","actor":"rep_06","timestamp":"2026-03-21T01:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00920:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00920)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00920\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":251,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00920\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00921","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-03-11T13:14:00.000Z","closed_at":"2026-03-11T14:10:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($267k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00921","actor":"rep_25","timestamp":"2026-03-11T13:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00921:00","content":"Operational trigger received from salesforce for NovaBio Labs ($267k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$267k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00921","actor":"rep_25","timestamp":"2026-03-11T13:25:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00921:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $157k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=156533, discount=0.24, term=3)","http_status":200,"latency_ms":175,"raw_payload":"{\"exception_id\":\"exc_crm_00921\",\"list_arr\":156533,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":156533,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=156533, discount=0.24, term=3)"}},{"episode_id":"crm_00921","actor":"rep_25","timestamp":"2026-03-11T13:22:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00921:02","content":"Reviewed Opportunity terms for NovaBio Labs: $67714 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00921'\")","http_status":200,"latency_ms":110,"raw_payload":"{\"records\":[{\"NetARR__c\":67714,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":67714,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00921'\")"}},{"episode_id":"crm_00921","actor":"rep_25","timestamp":"2026-03-11T13:29:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00921:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=256250, cogs_rate=0.186)","http_status":200,"latency_ms":270,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=256250, cogs_rate=0.186)"}},{"episode_id":"crm_00921","actor":"rep_25","timestamp":"2026-03-11T13:26:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00921:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":371,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00921","actor":"rep_25","timestamp":"2026-03-11T13:54:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00921:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":210,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00921","actor":"rep_25","timestamp":"2026-03-11T14:20:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00921:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00921\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":260,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00921\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00921","actor":"rep_25","timestamp":"2026-03-11T14:24:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00921:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":154,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00921"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00921","actor":"rep_25","timestamp":"2026-03-11T14:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00921:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00921)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00921\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":258,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00921\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00922","actor":"rep_06","actor_name":"Marcus Vance","company":"Vertex Cyber","opened_at":"2026-02-16T08:17:00.000Z","closed_at":"2026-02-16T09:29:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($156k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00922","actor":"rep_06","timestamp":"2026-02-16T08:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00922:00","content":"Operational trigger received from salesforce for Vertex Cyber ($156k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":222,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$156k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00922","actor":"rep_06","timestamp":"2026-02-16T08:22:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00922:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $237k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=237329, discount=0.24, term=3)","http_status":200,"latency_ms":274,"raw_payload":"{\"exception_id\":\"exc_crm_00922\",\"list_arr\":237329,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":237329,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=237329, discount=0.24, term=3)"}},{"episode_id":"crm_00922","actor":"rep_06","timestamp":"2026-02-16T08:23:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00922:02","content":"Reviewed Opportunity terms for Vertex Cyber: $78679 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00922'\")","http_status":200,"latency_ms":299,"raw_payload":"{\"records\":[{\"NetARR__c\":78679,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":78679,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00922'\")"}},{"episode_id":"crm_00922","actor":"rep_06","timestamp":"2026-02-16T08:35:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00922:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=319651, cogs_rate=0.186)","http_status":200,"latency_ms":126,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=319651, cogs_rate=0.186)"}},{"episode_id":"crm_00922","actor":"rep_06","timestamp":"2026-02-16T08:45:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00922:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":225,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00922","actor":"rep_06","timestamp":"2026-02-16T08:37:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00922:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":91,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00922","actor":"rep_06","timestamp":"2026-02-16T08:41:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00922:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00922\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":183,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00922\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00922","actor":"rep_06","timestamp":"2026-02-16T08:45:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00922:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":259,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00922"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_00922","actor":"rep_06","timestamp":"2026-02-16T09:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00922:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00922)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00922\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00922\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00923","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-02-27T14:15:00.000Z","closed_at":"2026-02-27T14:39:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($350k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00923","actor":"rep_19","timestamp":"2026-02-27T14:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00923:00","content":"Operational trigger received from salesforce for Acme Health Systems ($350k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$350k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00923","actor":"rep_19","timestamp":"2026-02-27T14:20:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00923:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $310k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=310474, discount=0.24, term=3)","http_status":200,"latency_ms":240,"raw_payload":"{\"exception_id\":\"exc_crm_00923\",\"list_arr\":310474,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":310474,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=310474, discount=0.24, term=3)"}},{"episode_id":"crm_00923","actor":"rep_19","timestamp":"2026-02-27T14:37:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00923:02","content":"Reviewed Opportunity terms for Acme Health Systems: $38400 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00923'\")","http_status":200,"latency_ms":149,"raw_payload":"{\"records\":[{\"NetARR__c\":38400,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":38400,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00923'\")"}},{"episode_id":"crm_00923","actor":"rep_19","timestamp":"2026-02-27T14:48:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00923:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=81455, cogs_rate=0.186)","http_status":200,"latency_ms":166,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=81455, cogs_rate=0.186)"}},{"episode_id":"crm_00923","actor":"rep_19","timestamp":"2026-02-27T14:55:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00923:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":187,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00923","actor":"rep_19","timestamp":"2026-02-27T15:00:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00923:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":205,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00923","actor":"rep_19","timestamp":"2026-02-27T14:45:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00923:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00923\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":250,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00923\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00923","actor":"rep_19","timestamp":"2026-02-27T15:18:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00923:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":281,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00923"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00923","actor":"rep_19","timestamp":"2026-02-27T14:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00923:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00923)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00923\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":251,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00923\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00924","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-01-11T04:51:00.000Z","closed_at":"2026-01-11T05:31:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($162k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00924","actor":"rep_37","timestamp":"2026-01-11T04:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00924:00","content":"Operational trigger received from salesforce for Meridian Logistics ($162k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":175,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$162k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00924","actor":"rep_37","timestamp":"2026-01-11T04:58:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00924:01","content":"Deal desk pricing exception filed for Meridian Logistics: requested 24% multi-year discount on $142k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=142072, discount=0.24, term=3)","http_status":200,"latency_ms":223,"raw_payload":"{\"exception_id\":\"exc_crm_00924\",\"list_arr\":142072,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":142072,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=142072, discount=0.24, term=3)"}},{"episode_id":"crm_00924","actor":"rep_37","timestamp":"2026-01-11T05:13:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00924:02","content":"Reviewed Opportunity terms for Meridian Logistics: $233562 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00924'\")","http_status":200,"latency_ms":279,"raw_payload":"{\"records\":[{\"NetARR__c\":233562,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":233562,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00924'\")"}},{"episode_id":"crm_00924","actor":"rep_37","timestamp":"2026-01-11T05:21:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00924:03","content":"Financial margin calculated for Meridian Logistics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=50393, cogs_rate=0.186)","http_status":200,"latency_ms":129,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=50393, cogs_rate=0.186)"}},{"episode_id":"crm_00924","actor":"rep_37","timestamp":"2026-01-11T05:23:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00924:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":274,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00924","actor":"rep_37","timestamp":"2026-01-11T05:46:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00924:05","content":"Commercial risk review for Meridian Logistics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":287,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00924","actor":"rep_37","timestamp":"2026-01-11T05:45:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00924:06","content":"Recommended approval for Meridian Logistics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00924\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":252,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00924\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00924","actor":"rep_37","timestamp":"2026-01-11T05:40:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00924:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])","http_status":200,"latency_ms":167,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00924"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])"}},{"episode_id":"crm_00924","actor":"rep_37","timestamp":"2026-01-11T05:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00924:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00924)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00924\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":161,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00924\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00925","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-01-13T23:33:00.000Z","closed_at":"2026-01-14T00:13:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($348k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00925","actor":"rep_32","timestamp":"2026-01-13T23:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00925:00","content":"Operational trigger received from salesforce for Meridian Logistics ($348k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$348k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00925","actor":"rep_32","timestamp":"2026-01-13T23:43:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00925:01","content":"Deal desk pricing exception filed for Meridian Logistics: requested 24% multi-year discount on $385k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=385096, discount=0.24, term=3)","http_status":200,"latency_ms":95,"raw_payload":"{\"exception_id\":\"exc_crm_00925\",\"list_arr\":385096,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":385096,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=385096, discount=0.24, term=3)"}},{"episode_id":"crm_00925","actor":"rep_32","timestamp":"2026-01-13T23:53:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00925:02","content":"Reviewed Opportunity terms for Meridian Logistics: $161942 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00925'\")","http_status":200,"latency_ms":269,"raw_payload":"{\"records\":[{\"NetARR__c\":161942,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":161942,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00925'\")"}},{"episode_id":"crm_00925","actor":"rep_32","timestamp":"2026-01-13T23:48:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00925:03","content":"Financial margin calculated for Meridian Logistics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=287884, cogs_rate=0.186)","http_status":200,"latency_ms":122,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=287884, cogs_rate=0.186)"}},{"episode_id":"crm_00925","actor":"rep_32","timestamp":"2026-01-14T00:05:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00925:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":241,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00925","actor":"rep_32","timestamp":"2026-01-14T00:03:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00925:05","content":"Commercial risk review for Meridian Logistics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":288,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00925","actor":"rep_32","timestamp":"2026-01-13T23:57:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00925:06","content":"Recommended approval for Meridian Logistics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00925\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":273,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00925\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00925","actor":"rep_32","timestamp":"2026-01-14T00:43:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00925:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])","http_status":200,"latency_ms":231,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00925"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])"}},{"episode_id":"crm_00925","actor":"rep_32","timestamp":"2026-01-14T00:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00925:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00925)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00925\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":47,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00925\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00926","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-01-14T18:52:00.000Z","closed_at":"2026-01-14T19:48:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($413k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00926","actor":"rep_32","timestamp":"2026-01-14T18:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00926:00","content":"Operational trigger received from salesforce for Pinnacle Media ($413k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":222,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00926","actor":"rep_32","timestamp":"2026-01-14T19:00:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00926:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $433k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=432775, discount=0.24, term=3)","http_status":200,"latency_ms":155,"raw_payload":"{\"exception_id\":\"exc_crm_00926\",\"list_arr\":432775,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":432775,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=432775, discount=0.24, term=3)"}},{"episode_id":"crm_00926","actor":"rep_32","timestamp":"2026-01-14T18:58:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00926:02","content":"Reviewed Opportunity terms for Pinnacle Media: $236387 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00926'\")","http_status":200,"latency_ms":108,"raw_payload":"{\"records\":[{\"NetARR__c\":236387,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":236387,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00926'\")"}},{"episode_id":"crm_00926","actor":"rep_32","timestamp":"2026-01-14T19:16:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00926:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=152092, cogs_rate=0.186)","http_status":200,"latency_ms":112,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=152092, cogs_rate=0.186)"}},{"episode_id":"crm_00926","actor":"rep_32","timestamp":"2026-01-14T19:24:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00926:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":195,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00926","actor":"rep_32","timestamp":"2026-01-14T19:42:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00926:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":265,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00926","actor":"rep_32","timestamp":"2026-01-14T19:16:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00926:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00926\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":308,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00926\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00926","actor":"rep_32","timestamp":"2026-01-14T19:13:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00926:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":121,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00926"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00926","actor":"rep_32","timestamp":"2026-01-14T19:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00926:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00926)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00926\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":91,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00926\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00927","actor":"rep_11","actor_name":"David Kim","company":"Stripe Technologies","opened_at":"2026-01-12T15:24:00.000Z","closed_at":"2026-01-12T15:56:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($94k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00927","actor":"rep_11","timestamp":"2026-01-12T15:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00927:00","content":"Operational trigger received from salesforce for Stripe Technologies ($94k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":129,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$94k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00927","actor":"rep_11","timestamp":"2026-01-12T15:32:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00927:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $239k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=239286, discount=0.24, term=3)","http_status":200,"latency_ms":45,"raw_payload":"{\"exception_id\":\"exc_crm_00927\",\"list_arr\":239286,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":239286,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=239286, discount=0.24, term=3)"}},{"episode_id":"crm_00927","actor":"rep_11","timestamp":"2026-01-12T15:46:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00927:02","content":"Reviewed Opportunity terms for Stripe Technologies: $108970 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00927'\")","http_status":200,"latency_ms":243,"raw_payload":"{\"records\":[{\"NetARR__c\":108970,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":108970,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00927'\")"}},{"episode_id":"crm_00927","actor":"rep_11","timestamp":"2026-01-12T15:51:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00927:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=136161, cogs_rate=0.186)","http_status":200,"latency_ms":291,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=136161, cogs_rate=0.186)"}},{"episode_id":"crm_00927","actor":"rep_11","timestamp":"2026-01-12T15:36:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00927:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":301,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00927","actor":"rep_11","timestamp":"2026-01-12T15:39:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00927:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":124,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00927","actor":"rep_11","timestamp":"2026-01-12T15:48:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00927:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00927\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":318,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00927\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00927","actor":"rep_11","timestamp":"2026-01-12T15:45:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00927:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":179,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00927"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00927","actor":"rep_11","timestamp":"2026-01-12T15:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00927:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00927)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00927\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":92,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00927\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00928","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-03-14T08:30:00.000Z","closed_at":"2026-03-14T09:58:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($189k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00928","actor":"rep_06","timestamp":"2026-03-14T08:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00928:00","content":"Operational trigger received from salesforce for Catalyst Software ($189k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$189k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00928","actor":"rep_06","timestamp":"2026-03-14T08:34:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00928:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $155k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=155284, discount=0.24, term=3)","http_status":200,"latency_ms":79,"raw_payload":"{\"exception_id\":\"exc_crm_00928\",\"list_arr\":155284,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":155284,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=155284, discount=0.24, term=3)"}},{"episode_id":"crm_00928","actor":"rep_06","timestamp":"2026-03-14T08:46:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00928:02","content":"Reviewed Opportunity terms for Catalyst Software: $229246 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00928'\")","http_status":200,"latency_ms":333,"raw_payload":"{\"records\":[{\"NetARR__c\":229246,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":229246,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00928'\")"}},{"episode_id":"crm_00928","actor":"rep_06","timestamp":"2026-03-14T09:00:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00928:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=86011, cogs_rate=0.186)","http_status":200,"latency_ms":167,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=86011, cogs_rate=0.186)"}},{"episode_id":"crm_00928","actor":"rep_06","timestamp":"2026-03-14T08:54:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00928:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":242,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00928","actor":"rep_06","timestamp":"2026-03-14T09:15:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00928:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":256,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00928","actor":"rep_06","timestamp":"2026-03-14T09:06:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00928:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00928\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":164,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00928\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00928","actor":"rep_06","timestamp":"2026-03-14T09:19:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00928:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":99,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00928"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00928","actor":"rep_06","timestamp":"2026-03-14T09:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00928:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00928)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00928\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":276,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00928\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00929","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-01-30T11:41:00.000Z","closed_at":"2026-01-30T12:37:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($436k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00929","actor":"rep_32","timestamp":"2026-01-30T11:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00929:00","content":"Operational trigger received from salesforce for FinTech Global ($436k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":269,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$436k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00929","actor":"rep_32","timestamp":"2026-01-30T11:49:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00929:01","content":"Deal desk pricing exception filed for FinTech Global: requested 24% multi-year discount on $331k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=331042, discount=0.24, term=3)","http_status":200,"latency_ms":107,"raw_payload":"{\"exception_id\":\"exc_crm_00929\",\"list_arr\":331042,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":331042,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=331042, discount=0.24, term=3)"}},{"episode_id":"crm_00929","actor":"rep_32","timestamp":"2026-01-30T12:03:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00929:02","content":"Reviewed Opportunity terms for FinTech Global: $113900 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00929'\")","http_status":200,"latency_ms":105,"raw_payload":"{\"records\":[{\"NetARR__c\":113900,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":113900,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00929'\")"}},{"episode_id":"crm_00929","actor":"rep_32","timestamp":"2026-01-30T12:11:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00929:03","content":"Financial margin calculated for FinTech Global: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=191531, cogs_rate=0.186)","http_status":200,"latency_ms":82,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=191531, cogs_rate=0.186)"}},{"episode_id":"crm_00929","actor":"rep_32","timestamp":"2026-01-30T12:01:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00929:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":210,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00929","actor":"rep_32","timestamp":"2026-01-30T12:26:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00929:05","content":"Commercial risk review for FinTech Global: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":142,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00929","actor":"rep_32","timestamp":"2026-01-30T12:35:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00929:06","content":"Recommended approval for FinTech Global discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00929\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":119,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00929\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00929","actor":"rep_32","timestamp":"2026-01-30T12:58:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00929:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])","http_status":200,"latency_ms":237,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00929"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])"}},{"episode_id":"crm_00929","actor":"rep_32","timestamp":"2026-01-30T12:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00929:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00929)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00929\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00929\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00930","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-01-03T03:51:00.000Z","closed_at":"2026-01-03T05:19:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($260k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00930","actor":"rep_19","timestamp":"2026-01-03T03:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00930:00","content":"Operational trigger received from salesforce for CloudScale Data ($260k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":205,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$260k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00930","actor":"rep_19","timestamp":"2026-01-03T04:02:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00930:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $201k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=200856, discount=0.24, term=3)","http_status":200,"latency_ms":62,"raw_payload":"{\"exception_id\":\"exc_crm_00930\",\"list_arr\":200856,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":200856,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=200856, discount=0.24, term=3)"}},{"episode_id":"crm_00930","actor":"rep_19","timestamp":"2026-01-03T04:03:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00930:02","content":"Reviewed Opportunity terms for CloudScale Data: $244278 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00930'\")","http_status":200,"latency_ms":184,"raw_payload":"{\"records\":[{\"NetARR__c\":244278,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":244278,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00930'\")"}},{"episode_id":"crm_00930","actor":"rep_19","timestamp":"2026-01-03T04:24:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00930:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=294487, cogs_rate=0.186)","http_status":200,"latency_ms":250,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=294487, cogs_rate=0.186)"}},{"episode_id":"crm_00930","actor":"rep_19","timestamp":"2026-01-03T04:35:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00930:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":389,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00930","actor":"rep_19","timestamp":"2026-01-03T04:11:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00930:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":186,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00930","actor":"rep_19","timestamp":"2026-01-03T04:51:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00930:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00930\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":326,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00930\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00930","actor":"rep_19","timestamp":"2026-01-03T05:08:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00930:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":188,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00930"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00930","actor":"rep_19","timestamp":"2026-01-03T05:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00930:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00930)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00930\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":276,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00930\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00931","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-02-15T11:56:00.000Z","closed_at":"2026-02-15T12:28:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($282k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00931","actor":"rep_20","timestamp":"2026-02-15T11:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00931:00","content":"Operational trigger received from salesforce for Acme Health Systems ($282k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$282k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00931","actor":"rep_20","timestamp":"2026-02-15T12:05:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00931:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $304k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=303522, discount=0.24, term=3)","http_status":200,"latency_ms":81,"raw_payload":"{\"exception_id\":\"exc_crm_00931\",\"list_arr\":303522,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":303522,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=303522, discount=0.24, term=3)"}},{"episode_id":"crm_00931","actor":"rep_20","timestamp":"2026-02-15T12:16:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00931:02","content":"Reviewed Opportunity terms for Acme Health Systems: $190664 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00931'\")","http_status":200,"latency_ms":256,"raw_payload":"{\"records\":[{\"NetARR__c\":190664,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":190664,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00931'\")"}},{"episode_id":"crm_00931","actor":"rep_20","timestamp":"2026-02-15T12:26:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00931:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=117648, cogs_rate=0.186)","http_status":200,"latency_ms":170,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=117648, cogs_rate=0.186)"}},{"episode_id":"crm_00931","actor":"rep_20","timestamp":"2026-02-15T12:08:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00931:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":270,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00931","actor":"rep_20","timestamp":"2026-02-15T12:11:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00931:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":158,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00931","actor":"rep_20","timestamp":"2026-02-15T12:50:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00931:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00931\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":237,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00931\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00931","actor":"rep_20","timestamp":"2026-02-15T13:06:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00931:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":180,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00931"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00931","actor":"rep_20","timestamp":"2026-02-15T12:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00931:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00931)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00931\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":78,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00931\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00932","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-03-19T04:52:00.000Z","closed_at":"2026-03-19T06:12:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($233k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00932","actor":"rep_01","timestamp":"2026-03-19T04:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00932:00","content":"Operational trigger received from salesforce for Apex Retail Group ($233k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$233k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00932","actor":"rep_01","timestamp":"2026-03-19T05:01:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00932:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $115k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=114780, discount=0.24, term=3)","http_status":200,"latency_ms":249,"raw_payload":"{\"exception_id\":\"exc_crm_00932\",\"list_arr\":114780,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":114780,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=114780, discount=0.24, term=3)"}},{"episode_id":"crm_00932","actor":"rep_01","timestamp":"2026-03-19T05:04:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00932:02","content":"Reviewed Opportunity terms for Apex Retail Group: $320896 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00932'\")","http_status":200,"latency_ms":112,"raw_payload":"{\"records\":[{\"NetARR__c\":320896,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":320896,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00932'\")"}},{"episode_id":"crm_00932","actor":"rep_01","timestamp":"2026-03-19T05:25:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00932:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=94983, cogs_rate=0.186)","http_status":200,"latency_ms":180,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=94983, cogs_rate=0.186)"}},{"episode_id":"crm_00932","actor":"rep_01","timestamp":"2026-03-19T05:28:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00932:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":238,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00932","actor":"rep_01","timestamp":"2026-03-19T05:42:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00932:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":249,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00932","actor":"rep_01","timestamp":"2026-03-19T05:46:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00932:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00932\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":337,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00932\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00932","actor":"rep_01","timestamp":"2026-03-19T05:27:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00932:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":160,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00932"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00932","actor":"rep_01","timestamp":"2026-03-19T06:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00932:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00932)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00932\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":129,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00932\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00933","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-02-27T18:46:00.000Z","closed_at":"2026-02-27T20:14:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($218k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00933","actor":"rep_32","timestamp":"2026-02-27T18:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00933:00","content":"Operational trigger received from salesforce for Stripe Technologies ($218k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":137,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$218k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00933","actor":"rep_32","timestamp":"2026-02-27T18:53:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00933:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $368k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=368439, discount=0.24, term=3)","http_status":200,"latency_ms":270,"raw_payload":"{\"exception_id\":\"exc_crm_00933\",\"list_arr\":368439,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":368439,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=368439, discount=0.24, term=3)"}},{"episode_id":"crm_00933","actor":"rep_32","timestamp":"2026-02-27T19:02:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00933:02","content":"Reviewed Opportunity terms for Stripe Technologies: $238779 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00933'\")","http_status":200,"latency_ms":201,"raw_payload":"{\"records\":[{\"NetARR__c\":238779,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":238779,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00933'\")"}},{"episode_id":"crm_00933","actor":"rep_32","timestamp":"2026-02-27T19:10:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00933:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=315474, cogs_rate=0.186)","http_status":200,"latency_ms":98,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=315474, cogs_rate=0.186)"}},{"episode_id":"crm_00933","actor":"rep_32","timestamp":"2026-02-27T19:02:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00933:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":198,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00933","actor":"rep_32","timestamp":"2026-02-27T19:31:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00933:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":226,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00933","actor":"rep_32","timestamp":"2026-02-27T19:10:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00933:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00933\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":257,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00933\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00933","actor":"rep_32","timestamp":"2026-02-27T19:49:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00933:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":83,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00933"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00933","actor":"rep_32","timestamp":"2026-02-27T20:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00933:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00933)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00933\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":122,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00933\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00934","actor":"rep_14","actor_name":"Rachel Adams","company":"Nexus AI","opened_at":"2026-03-16T15:50:00.000Z","closed_at":"2026-03-16T16:38:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($345k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00934","actor":"rep_14","timestamp":"2026-03-16T15:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00934:00","content":"Operational trigger received from salesforce for Nexus AI ($345k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":112,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$345k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00934","actor":"rep_14","timestamp":"2026-03-16T15:59:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00934:01","content":"Deal desk pricing exception filed for Nexus AI: requested 24% multi-year discount on $443k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=442678, discount=0.24, term=3)","http_status":200,"latency_ms":220,"raw_payload":"{\"exception_id\":\"exc_crm_00934\",\"list_arr\":442678,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":442678,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=442678, discount=0.24, term=3)"}},{"episode_id":"crm_00934","actor":"rep_14","timestamp":"2026-03-16T16:06:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00934:02","content":"Reviewed Opportunity terms for Nexus AI: $167551 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00934'\")","http_status":200,"latency_ms":294,"raw_payload":"{\"records\":[{\"NetARR__c\":167551,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":167551,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00934'\")"}},{"episode_id":"crm_00934","actor":"rep_14","timestamp":"2026-03-16T15:59:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00934:03","content":"Financial margin calculated for Nexus AI: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=170191, cogs_rate=0.186)","http_status":200,"latency_ms":243,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=170191, cogs_rate=0.186)"}},{"episode_id":"crm_00934","actor":"rep_14","timestamp":"2026-03-16T16:06:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00934:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":348,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00934","actor":"rep_14","timestamp":"2026-03-16T16:15:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00934:05","content":"Commercial risk review for Nexus AI: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":266,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00934","actor":"rep_14","timestamp":"2026-03-16T16:08:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00934:06","content":"Recommended approval for Nexus AI discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00934\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":128,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00934\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00934","actor":"rep_14","timestamp":"2026-03-16T16:32:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00934:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])","http_status":200,"latency_ms":258,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00934"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])"}},{"episode_id":"crm_00934","actor":"rep_14","timestamp":"2026-03-16T16:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00934:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00934)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00934\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":133,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00934\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00935","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-01-17T19:27:00.000Z","closed_at":"2026-01-17T20:23:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($363k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00935","actor":"rep_06","timestamp":"2026-01-17T19:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00935:00","content":"Operational trigger received from salesforce for NovaBio Labs ($363k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":164,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$363k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00935","actor":"rep_06","timestamp":"2026-01-17T19:35:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00935:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $144k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=143636, discount=0.24, term=3)","http_status":200,"latency_ms":238,"raw_payload":"{\"exception_id\":\"exc_crm_00935\",\"list_arr\":143636,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":143636,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=143636, discount=0.24, term=3)"}},{"episode_id":"crm_00935","actor":"rep_06","timestamp":"2026-01-17T19:39:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00935:02","content":"Reviewed Opportunity terms for NovaBio Labs: $287069 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00935'\")","http_status":200,"latency_ms":159,"raw_payload":"{\"records\":[{\"NetARR__c\":287069,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":287069,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00935'\")"}},{"episode_id":"crm_00935","actor":"rep_06","timestamp":"2026-01-17T19:54:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00935:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=96237, cogs_rate=0.186)","http_status":200,"latency_ms":133,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=96237, cogs_rate=0.186)"}},{"episode_id":"crm_00935","actor":"rep_06","timestamp":"2026-01-17T20:07:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00935:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":325,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00935","actor":"rep_06","timestamp":"2026-01-17T20:12:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00935:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":177,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00935","actor":"rep_06","timestamp":"2026-01-17T20:27:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00935:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00935\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":322,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00935\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00935","actor":"rep_06","timestamp":"2026-01-17T20:30:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00935:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":261,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00935"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00935","actor":"rep_06","timestamp":"2026-01-17T20:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00935:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00935)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00935\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00935\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00936","actor":"rep_32","actor_name":"Liam O'Connor","company":"Sentinel Networks","opened_at":"2026-03-30T13:56:00.000Z","closed_at":"2026-03-30T15:16:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($311k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00936","actor":"rep_32","timestamp":"2026-03-30T13:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00936:00","content":"Operational trigger received from salesforce for Sentinel Networks ($311k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":100,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$311k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00936","actor":"rep_32","timestamp":"2026-03-30T14:02:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00936:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $67k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=66728, discount=0.24, term=3)","http_status":200,"latency_ms":158,"raw_payload":"{\"exception_id\":\"exc_crm_00936\",\"list_arr\":66728,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":66728,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=66728, discount=0.24, term=3)"}},{"episode_id":"crm_00936","actor":"rep_32","timestamp":"2026-03-30T14:02:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00936:02","content":"Reviewed Opportunity terms for Sentinel Networks: $220442 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00936'\")","http_status":200,"latency_ms":136,"raw_payload":"{\"records\":[{\"NetARR__c\":220442,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":220442,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00936'\")"}},{"episode_id":"crm_00936","actor":"rep_32","timestamp":"2026-03-30T14:14:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00936:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=236841, cogs_rate=0.186)","http_status":200,"latency_ms":251,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=236841, cogs_rate=0.186)"}},{"episode_id":"crm_00936","actor":"rep_32","timestamp":"2026-03-30T14:32:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00936:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":309,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00936","actor":"rep_32","timestamp":"2026-03-30T14:21:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00936:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":239,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00936","actor":"rep_32","timestamp":"2026-03-30T14:38:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00936:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00936\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":344,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00936\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00936","actor":"rep_32","timestamp":"2026-03-30T14:38:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00936:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":220,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00936"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00936","actor":"rep_32","timestamp":"2026-03-30T15:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00936:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00936)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00936\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00936\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00937","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-03-26T09:19:00.000Z","closed_at":"2026-03-26T10:39:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($377k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00937","actor":"rep_25","timestamp":"2026-03-26T09:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00937:00","content":"Operational trigger received from salesforce for Acme Health Systems ($377k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":145,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$377k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00937","actor":"rep_25","timestamp":"2026-03-26T09:22:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00937:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $463k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=463059, discount=0.24, term=3)","http_status":200,"latency_ms":113,"raw_payload":"{\"exception_id\":\"exc_crm_00937\",\"list_arr\":463059,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":463059,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=463059, discount=0.24, term=3)"}},{"episode_id":"crm_00937","actor":"rep_25","timestamp":"2026-03-26T09:39:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00937:02","content":"Reviewed Opportunity terms for Acme Health Systems: $218738 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00937'\")","http_status":200,"latency_ms":184,"raw_payload":"{\"records\":[{\"NetARR__c\":218738,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":218738,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00937'\")"}},{"episode_id":"crm_00937","actor":"rep_25","timestamp":"2026-03-26T09:37:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00937:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=193695, cogs_rate=0.186)","http_status":200,"latency_ms":224,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=193695, cogs_rate=0.186)"}},{"episode_id":"crm_00937","actor":"rep_25","timestamp":"2026-03-26T10:03:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00937:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":372,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00937","actor":"rep_25","timestamp":"2026-03-26T10:14:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00937:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":305,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00937","actor":"rep_25","timestamp":"2026-03-26T09:55:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00937:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00937\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":346,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00937\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00937","actor":"rep_25","timestamp":"2026-03-26T10:22:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00937:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":122,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00937"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00937","actor":"rep_25","timestamp":"2026-03-26T10:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00937:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00937)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00937\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":125,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00937\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00938","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-01-20T13:00:00.000Z","closed_at":"2026-01-20T13:24:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($325k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00938","actor":"rep_37","timestamp":"2026-01-20T13:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00938:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($325k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":182,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$325k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00938","actor":"rep_37","timestamp":"2026-01-20T13:06:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00938:01","content":"Deal desk pricing exception filed for OmniChannel Inc: requested 24% multi-year discount on $444k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=443724, discount=0.24, term=3)","http_status":200,"latency_ms":253,"raw_payload":"{\"exception_id\":\"exc_crm_00938\",\"list_arr\":443724,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":443724,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=443724, discount=0.24, term=3)"}},{"episode_id":"crm_00938","actor":"rep_37","timestamp":"2026-01-20T13:14:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00938:02","content":"Reviewed Opportunity terms for OmniChannel Inc: $159893 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00938'\")","http_status":200,"latency_ms":227,"raw_payload":"{\"records\":[{\"NetARR__c\":159893,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":159893,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00938'\")"}},{"episode_id":"crm_00938","actor":"rep_37","timestamp":"2026-01-20T13:15:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00938:03","content":"Financial margin calculated for OmniChannel Inc: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=314832, cogs_rate=0.186)","http_status":200,"latency_ms":278,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=314832, cogs_rate=0.186)"}},{"episode_id":"crm_00938","actor":"rep_37","timestamp":"2026-01-20T13:32:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00938:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":356,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00938","actor":"rep_37","timestamp":"2026-01-20T13:25:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00938:05","content":"Commercial risk review for OmniChannel Inc: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":189,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00938","actor":"rep_37","timestamp":"2026-01-20T13:54:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00938:06","content":"Recommended approval for OmniChannel Inc discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00938\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":237,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00938\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00938","actor":"rep_37","timestamp":"2026-01-20T13:35:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00938:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])","http_status":200,"latency_ms":97,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00938"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])"}},{"episode_id":"crm_00938","actor":"rep_37","timestamp":"2026-01-20T13:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00938:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00938)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00938\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":243,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00938\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00939","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-01-22T23:45:00.000Z","closed_at":"2026-01-23T01:05:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($412k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00939","actor":"rep_14","timestamp":"2026-01-22T23:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00939:00","content":"Operational trigger received from salesforce for Pinnacle Media ($412k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$412k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00939","actor":"rep_14","timestamp":"2026-01-22T23:52:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00939:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $113k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=112983, discount=0.24, term=3)","http_status":200,"latency_ms":162,"raw_payload":"{\"exception_id\":\"exc_crm_00939\",\"list_arr\":112983,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":112983,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=112983, discount=0.24, term=3)"}},{"episode_id":"crm_00939","actor":"rep_14","timestamp":"2026-01-22T23:51:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00939:02","content":"Reviewed Opportunity terms for Pinnacle Media: $113682 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00939'\")","http_status":200,"latency_ms":141,"raw_payload":"{\"records\":[{\"NetARR__c\":113682,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":113682,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00939'\")"}},{"episode_id":"crm_00939","actor":"rep_14","timestamp":"2026-01-23T00:18:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00939:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=345892, cogs_rate=0.186)","http_status":200,"latency_ms":130,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=345892, cogs_rate=0.186)"}},{"episode_id":"crm_00939","actor":"rep_14","timestamp":"2026-01-23T00:01:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00939:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":325,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00939","actor":"rep_14","timestamp":"2026-01-23T00:40:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00939:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":199,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00939","actor":"rep_14","timestamp":"2026-01-23T00:33:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00939:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00939\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":338,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00939\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00939","actor":"rep_14","timestamp":"2026-01-23T00:27:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00939:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":221,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00939"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00939","actor":"rep_14","timestamp":"2026-01-23T01:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00939:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00939)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00939\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":117,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00939\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00940","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-01-18T02:20:00.000Z","closed_at":"2026-01-18T03:32:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($350k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00940","actor":"rep_11","timestamp":"2026-01-18T02:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00940:00","content":"Operational trigger received from salesforce for FinTech Global ($350k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":152,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$350k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00940","actor":"rep_11","timestamp":"2026-01-18T02:28:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00940:01","content":"Deal desk pricing exception filed for FinTech Global: requested 24% multi-year discount on $288k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=287870, discount=0.24, term=3)","http_status":200,"latency_ms":168,"raw_payload":"{\"exception_id\":\"exc_crm_00940\",\"list_arr\":287870,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":287870,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=287870, discount=0.24, term=3)"}},{"episode_id":"crm_00940","actor":"rep_11","timestamp":"2026-01-18T02:26:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00940:02","content":"Reviewed Opportunity terms for FinTech Global: $267908 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00940'\")","http_status":200,"latency_ms":130,"raw_payload":"{\"records\":[{\"NetARR__c\":267908,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":267908,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00940'\")"}},{"episode_id":"crm_00940","actor":"rep_11","timestamp":"2026-01-18T02:38:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00940:03","content":"Financial margin calculated for FinTech Global: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=230341, cogs_rate=0.186)","http_status":200,"latency_ms":182,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=230341, cogs_rate=0.186)"}},{"episode_id":"crm_00940","actor":"rep_11","timestamp":"2026-01-18T02:48:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00940:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":167,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00940","actor":"rep_11","timestamp":"2026-01-18T02:50:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00940:05","content":"Commercial risk review for FinTech Global: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":320,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00940","actor":"rep_11","timestamp":"2026-01-18T03:26:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00940:06","content":"Recommended approval for FinTech Global discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00940\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":256,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00940\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00940","actor":"rep_11","timestamp":"2026-01-18T02:41:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00940:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])","http_status":200,"latency_ms":240,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00940"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])"}},{"episode_id":"crm_00940","actor":"rep_11","timestamp":"2026-01-18T03:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00940:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00940)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00940\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00940\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00941","actor":"rep_11","actor_name":"David Kim","company":"Beacon Energy","opened_at":"2026-03-18T05:10:00.000Z","closed_at":"2026-03-18T06:06:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($222k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00941","actor":"rep_11","timestamp":"2026-03-18T05:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00941:00","content":"Operational trigger received from salesforce for Beacon Energy ($222k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$222k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00941","actor":"rep_11","timestamp":"2026-03-18T05:18:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00941:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $82k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=82471, discount=0.24, term=3)","http_status":200,"latency_ms":244,"raw_payload":"{\"exception_id\":\"exc_crm_00941\",\"list_arr\":82471,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":82471,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=82471, discount=0.24, term=3)"}},{"episode_id":"crm_00941","actor":"rep_11","timestamp":"2026-03-18T05:24:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00941:02","content":"Reviewed Opportunity terms for Beacon Energy: $58901 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00941'\")","http_status":200,"latency_ms":311,"raw_payload":"{\"records\":[{\"NetARR__c\":58901,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":58901,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00941'\")"}},{"episode_id":"crm_00941","actor":"rep_11","timestamp":"2026-03-18T05:31:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00941:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=261810, cogs_rate=0.186)","http_status":200,"latency_ms":173,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=261810, cogs_rate=0.186)"}},{"episode_id":"crm_00941","actor":"rep_11","timestamp":"2026-03-18T05:34:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00941:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":178,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00941","actor":"rep_11","timestamp":"2026-03-18T05:50:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00941:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":274,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00941","actor":"rep_11","timestamp":"2026-03-18T06:04:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00941:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00941\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":160,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00941\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00941","actor":"rep_11","timestamp":"2026-03-18T05:38:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00941:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":199,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00941"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00941","actor":"rep_11","timestamp":"2026-03-18T06:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00941:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00941)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00941\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00941\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00942","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-01-25T06:42:00.000Z","closed_at":"2026-01-25T08:10:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($256k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00942","actor":"rep_37","timestamp":"2026-01-25T06:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00942:00","content":"Operational trigger received from salesforce for Beacon Energy ($256k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":111,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$256k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00942","actor":"rep_37","timestamp":"2026-01-25T06:45:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00942:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $376k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=376046, discount=0.24, term=3)","http_status":200,"latency_ms":135,"raw_payload":"{\"exception_id\":\"exc_crm_00942\",\"list_arr\":376046,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":376046,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=376046, discount=0.24, term=3)"}},{"episode_id":"crm_00942","actor":"rep_37","timestamp":"2026-01-25T06:58:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00942:02","content":"Reviewed Opportunity terms for Beacon Energy: $48627 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00942'\")","http_status":200,"latency_ms":286,"raw_payload":"{\"records\":[{\"NetARR__c\":48627,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":48627,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00942'\")"}},{"episode_id":"crm_00942","actor":"rep_37","timestamp":"2026-01-25T07:15:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00942:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=285710, cogs_rate=0.186)","http_status":200,"latency_ms":138,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=285710, cogs_rate=0.186)"}},{"episode_id":"crm_00942","actor":"rep_37","timestamp":"2026-01-25T07:18:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00942:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":390,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00942","actor":"rep_37","timestamp":"2026-01-25T07:22:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00942:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":248,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00942","actor":"rep_37","timestamp":"2026-01-25T07:24:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00942:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00942\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":315,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00942\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00942","actor":"rep_37","timestamp":"2026-01-25T07:10:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00942:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":247,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00942"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00942","actor":"rep_37","timestamp":"2026-01-25T08:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00942:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00942)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00942\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00942\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00943","actor":"rep_09","actor_name":"Elena Rostova","company":"Vertex Cyber","opened_at":"2026-02-23T20:51:00.000Z","closed_at":"2026-02-23T21:31:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($420k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00943","actor":"rep_09","timestamp":"2026-02-23T20:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00943:00","content":"Operational trigger received from salesforce for Vertex Cyber ($420k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":69,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$420k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00943","actor":"rep_09","timestamp":"2026-02-23T20:58:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00943:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $65k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=65126, discount=0.24, term=3)","http_status":200,"latency_ms":47,"raw_payload":"{\"exception_id\":\"exc_crm_00943\",\"list_arr\":65126,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":65126,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=65126, discount=0.24, term=3)"}},{"episode_id":"crm_00943","actor":"rep_09","timestamp":"2026-02-23T21:05:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00943:02","content":"Reviewed Opportunity terms for Vertex Cyber: $138577 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00943'\")","http_status":200,"latency_ms":150,"raw_payload":"{\"records\":[{\"NetARR__c\":138577,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":138577,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00943'\")"}},{"episode_id":"crm_00943","actor":"rep_09","timestamp":"2026-02-23T21:06:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00943:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=316896, cogs_rate=0.186)","http_status":200,"latency_ms":110,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=316896, cogs_rate=0.186)"}},{"episode_id":"crm_00943","actor":"rep_09","timestamp":"2026-02-23T21:15:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00943:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":355,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00943","actor":"rep_09","timestamp":"2026-02-23T21:26:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00943:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":122,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00943","actor":"rep_09","timestamp":"2026-02-23T21:09:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00943:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00943\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":122,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00943\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00943","actor":"rep_09","timestamp":"2026-02-23T21:33:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00943:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":139,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00943"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_00943","actor":"rep_09","timestamp":"2026-02-23T21:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00943:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00943)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00943\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00943\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00944","actor":"rep_01","actor_name":"Sarah Chen","company":"Pinnacle Media","opened_at":"2026-01-02T03:19:00.000Z","closed_at":"2026-01-02T04:23:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($306k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00944","actor":"rep_01","timestamp":"2026-01-02T03:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00944:00","content":"Operational trigger received from salesforce for Pinnacle Media ($306k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":210,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$306k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00944","actor":"rep_01","timestamp":"2026-01-02T03:29:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00944:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $456k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=456242, discount=0.24, term=3)","http_status":200,"latency_ms":101,"raw_payload":"{\"exception_id\":\"exc_crm_00944\",\"list_arr\":456242,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":456242,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=456242, discount=0.24, term=3)"}},{"episode_id":"crm_00944","actor":"rep_01","timestamp":"2026-01-02T03:33:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00944:02","content":"Reviewed Opportunity terms for Pinnacle Media: $349435 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00944'\")","http_status":200,"latency_ms":158,"raw_payload":"{\"records\":[{\"NetARR__c\":349435,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":349435,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00944'\")"}},{"episode_id":"crm_00944","actor":"rep_01","timestamp":"2026-01-02T03:43:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00944:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=304846, cogs_rate=0.186)","http_status":200,"latency_ms":86,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=304846, cogs_rate=0.186)"}},{"episode_id":"crm_00944","actor":"rep_01","timestamp":"2026-01-02T03:59:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00944:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":169,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00944","actor":"rep_01","timestamp":"2026-01-02T04:04:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00944:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":152,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00944","actor":"rep_01","timestamp":"2026-01-02T03:55:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00944:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00944\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":110,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00944\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00944","actor":"rep_01","timestamp":"2026-01-02T03:40:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00944:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":230,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00944"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00944","actor":"rep_01","timestamp":"2026-01-02T04:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00944:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00944)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00944\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":47,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00944\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00945","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-03-02T22:46:00.000Z","closed_at":"2026-03-02T23:42:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($289k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00945","actor":"rep_32","timestamp":"2026-03-02T22:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00945:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($289k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":97,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$289k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00945","actor":"rep_32","timestamp":"2026-03-02T22:54:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00945:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $292k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=291660, discount=0.24, term=3)","http_status":200,"latency_ms":128,"raw_payload":"{\"exception_id\":\"exc_crm_00945\",\"list_arr\":291660,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":291660,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=291660, discount=0.24, term=3)"}},{"episode_id":"crm_00945","actor":"rep_32","timestamp":"2026-03-02T23:00:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00945:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $142894 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00945'\")","http_status":200,"latency_ms":117,"raw_payload":"{\"records\":[{\"NetARR__c\":142894,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":142894,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00945'\")"}},{"episode_id":"crm_00945","actor":"rep_32","timestamp":"2026-03-02T23:16:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00945:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=170914, cogs_rate=0.186)","http_status":200,"latency_ms":262,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=170914, cogs_rate=0.186)"}},{"episode_id":"crm_00945","actor":"rep_32","timestamp":"2026-03-02T22:58:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00945:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":377,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00945","actor":"rep_32","timestamp":"2026-03-02T23:41:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00945:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":225,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00945","actor":"rep_32","timestamp":"2026-03-02T23:46:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00945:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00945\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":280,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00945\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00945","actor":"rep_32","timestamp":"2026-03-02T23:07:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00945:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":154,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00945"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_00945","actor":"rep_32","timestamp":"2026-03-02T23:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00945:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00945)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00945\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":282,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00945\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00946","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-02-20T00:33:00.000Z","closed_at":"2026-02-20T01:05:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($157k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00946","actor":"rep_20","timestamp":"2026-02-20T00:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00946:00","content":"Operational trigger received from salesforce for FinTech Global ($157k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":102,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$157k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00946","actor":"rep_20","timestamp":"2026-02-20T00:40:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00946:01","content":"Deal desk pricing exception filed for FinTech Global: requested 24% multi-year discount on $377k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=377400, discount=0.24, term=3)","http_status":200,"latency_ms":237,"raw_payload":"{\"exception_id\":\"exc_crm_00946\",\"list_arr\":377400,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":377400,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=377400, discount=0.24, term=3)"}},{"episode_id":"crm_00946","actor":"rep_20","timestamp":"2026-02-20T00:51:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00946:02","content":"Reviewed Opportunity terms for FinTech Global: $266752 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00946'\")","http_status":200,"latency_ms":104,"raw_payload":"{\"records\":[{\"NetARR__c\":266752,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":266752,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00946'\")"}},{"episode_id":"crm_00946","actor":"rep_20","timestamp":"2026-02-20T01:00:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00946:03","content":"Financial margin calculated for FinTech Global: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=99229, cogs_rate=0.186)","http_status":200,"latency_ms":185,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=99229, cogs_rate=0.186)"}},{"episode_id":"crm_00946","actor":"rep_20","timestamp":"2026-02-20T00:53:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00946:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":218,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00946","actor":"rep_20","timestamp":"2026-02-20T01:23:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00946:05","content":"Commercial risk review for FinTech Global: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":128,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00946","actor":"rep_20","timestamp":"2026-02-20T01:39:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00946:06","content":"Recommended approval for FinTech Global discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00946\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":334,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00946\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00946","actor":"rep_20","timestamp":"2026-02-20T01:50:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00946:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])","http_status":200,"latency_ms":125,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00946"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])"}},{"episode_id":"crm_00946","actor":"rep_20","timestamp":"2026-02-20T01:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00946:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00946)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00946\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00946\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00947","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-03-25T22:17:00.000Z","closed_at":"2026-03-25T23:37:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($298k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00947","actor":"rep_09","timestamp":"2026-03-25T22:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00947:00","content":"Operational trigger received from salesforce for Pinnacle Media ($298k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":91,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$298k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00947","actor":"rep_09","timestamp":"2026-03-25T22:26:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00947:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $335k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=335014, discount=0.24, term=3)","http_status":200,"latency_ms":214,"raw_payload":"{\"exception_id\":\"exc_crm_00947\",\"list_arr\":335014,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":335014,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=335014, discount=0.24, term=3)"}},{"episode_id":"crm_00947","actor":"rep_09","timestamp":"2026-03-25T22:29:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00947:02","content":"Reviewed Opportunity terms for Pinnacle Media: $109744 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00947'\")","http_status":200,"latency_ms":190,"raw_payload":"{\"records\":[{\"NetARR__c\":109744,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":109744,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00947'\")"}},{"episode_id":"crm_00947","actor":"rep_09","timestamp":"2026-03-25T22:41:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00947:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=239044, cogs_rate=0.186)","http_status":200,"latency_ms":180,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=239044, cogs_rate=0.186)"}},{"episode_id":"crm_00947","actor":"rep_09","timestamp":"2026-03-25T22:49:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00947:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":358,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00947","actor":"rep_09","timestamp":"2026-03-25T22:42:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00947:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":244,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00947","actor":"rep_09","timestamp":"2026-03-25T22:53:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00947:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00947\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":122,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00947\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00947","actor":"rep_09","timestamp":"2026-03-25T23:13:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00947:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":274,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00947"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00947","actor":"rep_09","timestamp":"2026-03-25T23:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00947:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00947)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00947\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00947\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00948","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-02-09T15:13:00.000Z","closed_at":"2026-02-09T16:33:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($117k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00948","actor":"rep_19","timestamp":"2026-02-09T15:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00948:00","content":"Operational trigger received from salesforce for Stripe Technologies ($117k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":180,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$117k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00948","actor":"rep_19","timestamp":"2026-02-09T15:22:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00948:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $198k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=197551, discount=0.24, term=3)","http_status":200,"latency_ms":250,"raw_payload":"{\"exception_id\":\"exc_crm_00948\",\"list_arr\":197551,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":197551,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=197551, discount=0.24, term=3)"}},{"episode_id":"crm_00948","actor":"rep_19","timestamp":"2026-02-09T15:35:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00948:02","content":"Reviewed Opportunity terms for Stripe Technologies: $168522 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00948'\")","http_status":200,"latency_ms":250,"raw_payload":"{\"records\":[{\"NetARR__c\":168522,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":168522,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00948'\")"}},{"episode_id":"crm_00948","actor":"rep_19","timestamp":"2026-02-09T15:37:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00948:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=46772, cogs_rate=0.186)","http_status":200,"latency_ms":272,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=46772, cogs_rate=0.186)"}},{"episode_id":"crm_00948","actor":"rep_19","timestamp":"2026-02-09T15:53:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00948:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":221,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00948","actor":"rep_19","timestamp":"2026-02-09T16:03:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00948:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":87,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00948","actor":"rep_19","timestamp":"2026-02-09T15:55:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00948:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00948\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":321,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00948\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00948","actor":"rep_19","timestamp":"2026-02-09T15:48:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00948:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":205,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00948"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00948","actor":"rep_19","timestamp":"2026-02-09T16:33:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00948:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00948)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00948\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":239,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00948\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00949","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-02-03T03:03:00.000Z","closed_at":"2026-02-03T04:23:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($415k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00949","actor":"rep_09","timestamp":"2026-02-03T03:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00949:00","content":"Operational trigger received from salesforce for NovaBio Labs ($415k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":190,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$415k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00949","actor":"rep_09","timestamp":"2026-02-03T03:13:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00949:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $198k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=197898, discount=0.24, term=3)","http_status":200,"latency_ms":186,"raw_payload":"{\"exception_id\":\"exc_crm_00949\",\"list_arr\":197898,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":197898,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=197898, discount=0.24, term=3)"}},{"episode_id":"crm_00949","actor":"rep_09","timestamp":"2026-02-03T03:21:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00949:02","content":"Reviewed Opportunity terms for NovaBio Labs: $267215 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00949'\")","http_status":200,"latency_ms":265,"raw_payload":"{\"records\":[{\"NetARR__c\":267215,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":267215,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00949'\")"}},{"episode_id":"crm_00949","actor":"rep_09","timestamp":"2026-02-03T03:24:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00949:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=193091, cogs_rate=0.186)","http_status":200,"latency_ms":128,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=193091, cogs_rate=0.186)"}},{"episode_id":"crm_00949","actor":"rep_09","timestamp":"2026-02-03T03:31:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00949:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":242,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00949","actor":"rep_09","timestamp":"2026-02-03T03:38:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00949:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":255,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00949","actor":"rep_09","timestamp":"2026-02-03T03:45:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00949:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00949\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":309,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00949\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00949","actor":"rep_09","timestamp":"2026-02-03T03:59:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00949:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":218,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00949"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00949","actor":"rep_09","timestamp":"2026-02-03T04:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00949:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00949)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00949\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00949\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00950","actor":"rep_14","actor_name":"Rachel Adams","company":"Aura Therapeutics","opened_at":"2026-01-31T06:22:00.000Z","closed_at":"2026-01-31T06:54:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($360k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00950","actor":"rep_14","timestamp":"2026-01-31T06:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00950:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($360k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":76,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$360k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00950","actor":"rep_14","timestamp":"2026-01-31T06:27:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00950:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $206k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=206310, discount=0.24, term=3)","http_status":200,"latency_ms":107,"raw_payload":"{\"exception_id\":\"exc_crm_00950\",\"list_arr\":206310,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":206310,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=206310, discount=0.24, term=3)"}},{"episode_id":"crm_00950","actor":"rep_14","timestamp":"2026-01-31T06:28:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00950:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $196941 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00950'\")","http_status":200,"latency_ms":193,"raw_payload":"{\"records\":[{\"NetARR__c\":196941,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":196941,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00950'\")"}},{"episode_id":"crm_00950","actor":"rep_14","timestamp":"2026-01-31T06:40:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00950:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=118014, cogs_rate=0.186)","http_status":200,"latency_ms":245,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=118014, cogs_rate=0.186)"}},{"episode_id":"crm_00950","actor":"rep_14","timestamp":"2026-01-31T06:58:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00950:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":338,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00950","actor":"rep_14","timestamp":"2026-01-31T07:17:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00950:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":313,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00950","actor":"rep_14","timestamp":"2026-01-31T07:22:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00950:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00950\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":246,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00950\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00950","actor":"rep_14","timestamp":"2026-01-31T07:18:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00950:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":193,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00950"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_00950","actor":"rep_14","timestamp":"2026-01-31T06:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00950:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00950)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00950\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":224,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00950\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00951","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vertex Cyber","opened_at":"2026-03-27T20:44:00.000Z","closed_at":"2026-03-27T21:48:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($47k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00951","actor":"rep_25","timestamp":"2026-03-27T20:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00951:00","content":"Operational trigger received from salesforce for Vertex Cyber ($47k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":97,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$47k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00951","actor":"rep_25","timestamp":"2026-03-27T20:51:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00951:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $399k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=399388, discount=0.24, term=3)","http_status":200,"latency_ms":224,"raw_payload":"{\"exception_id\":\"exc_crm_00951\",\"list_arr\":399388,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":399388,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=399388, discount=0.24, term=3)"}},{"episode_id":"crm_00951","actor":"rep_25","timestamp":"2026-03-27T20:56:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00951:02","content":"Reviewed Opportunity terms for Vertex Cyber: $195578 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00951'\")","http_status":200,"latency_ms":184,"raw_payload":"{\"records\":[{\"NetARR__c\":195578,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":195578,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00951'\")"}},{"episode_id":"crm_00951","actor":"rep_25","timestamp":"2026-03-27T21:11:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00951:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=292232, cogs_rate=0.186)","http_status":200,"latency_ms":280,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=292232, cogs_rate=0.186)"}},{"episode_id":"crm_00951","actor":"rep_25","timestamp":"2026-03-27T21:20:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00951:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":340,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00951","actor":"rep_25","timestamp":"2026-03-27T21:24:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00951:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":135,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00951","actor":"rep_25","timestamp":"2026-03-27T21:14:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00951:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00951\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":247,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00951\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00951","actor":"rep_25","timestamp":"2026-03-27T21:47:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00951:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":297,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00951"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_00951","actor":"rep_25","timestamp":"2026-03-27T21:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00951:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00951)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00951\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":197,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00951\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00952","actor":"rep_32","actor_name":"Liam O'Connor","company":"Beacon Energy","opened_at":"2026-02-03T02:43:00.000Z","closed_at":"2026-02-03T03:23:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($465k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00952","actor":"rep_32","timestamp":"2026-02-03T02:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00952:00","content":"Operational trigger received from salesforce for Beacon Energy ($465k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":161,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$465k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00952","actor":"rep_32","timestamp":"2026-02-03T02:54:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00952:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $319k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=318933, discount=0.24, term=3)","http_status":200,"latency_ms":204,"raw_payload":"{\"exception_id\":\"exc_crm_00952\",\"list_arr\":318933,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":318933,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=318933, discount=0.24, term=3)"}},{"episode_id":"crm_00952","actor":"rep_32","timestamp":"2026-02-03T03:05:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00952:02","content":"Reviewed Opportunity terms for Beacon Energy: $67005 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00952'\")","http_status":200,"latency_ms":142,"raw_payload":"{\"records\":[{\"NetARR__c\":67005,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":67005,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00952'\")"}},{"episode_id":"crm_00952","actor":"rep_32","timestamp":"2026-02-03T03:13:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00952:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=198779, cogs_rate=0.186)","http_status":200,"latency_ms":229,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=198779, cogs_rate=0.186)"}},{"episode_id":"crm_00952","actor":"rep_32","timestamp":"2026-02-03T03:07:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00952:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":316,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00952","actor":"rep_32","timestamp":"2026-02-03T03:08:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00952:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":176,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00952","actor":"rep_32","timestamp":"2026-02-03T03:31:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00952:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00952\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":328,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00952\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00952","actor":"rep_32","timestamp":"2026-02-03T03:11:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00952:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":213,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00952"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00952","actor":"rep_32","timestamp":"2026-02-03T03:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00952:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00952)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00952\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":241,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00952\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00953","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-02-25T17:18:00.000Z","closed_at":"2026-02-25T18:14:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($194k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00953","actor":"rep_20","timestamp":"2026-02-25T17:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00953:00","content":"Operational trigger received from salesforce for Acme Health Systems ($194k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":81,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$194k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00953","actor":"rep_20","timestamp":"2026-02-25T17:26:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00953:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $153k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=153412, discount=0.24, term=3)","http_status":200,"latency_ms":68,"raw_payload":"{\"exception_id\":\"exc_crm_00953\",\"list_arr\":153412,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":153412,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=153412, discount=0.24, term=3)"}},{"episode_id":"crm_00953","actor":"rep_20","timestamp":"2026-02-25T17:36:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00953:02","content":"Reviewed Opportunity terms for Acme Health Systems: $35981 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00953'\")","http_status":200,"latency_ms":229,"raw_payload":"{\"records\":[{\"NetARR__c\":35981,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":35981,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00953'\")"}},{"episode_id":"crm_00953","actor":"rep_20","timestamp":"2026-02-25T17:36:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00953:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=56688, cogs_rate=0.186)","http_status":200,"latency_ms":289,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=56688, cogs_rate=0.186)"}},{"episode_id":"crm_00953","actor":"rep_20","timestamp":"2026-02-25T17:58:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00953:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":370,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00953","actor":"rep_20","timestamp":"2026-02-25T18:08:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00953:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":182,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00953","actor":"rep_20","timestamp":"2026-02-25T18:24:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00953:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00953\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":203,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00953\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00953","actor":"rep_20","timestamp":"2026-02-25T17:46:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00953:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":213,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00953"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00953","actor":"rep_20","timestamp":"2026-02-25T18:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00953:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00953)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00953\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":64,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00953\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00954","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-01-24T19:44:00.000Z","closed_at":"2026-01-24T20:16:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($139k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00954","actor":"rep_20","timestamp":"2026-01-24T19:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00954:00","content":"Operational trigger received from salesforce for Acme Health Systems ($139k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":111,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$139k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00954","actor":"rep_20","timestamp":"2026-01-24T19:49:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00954:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $64k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=64194, discount=0.24, term=3)","http_status":200,"latency_ms":157,"raw_payload":"{\"exception_id\":\"exc_crm_00954\",\"list_arr\":64194,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":64194,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=64194, discount=0.24, term=3)"}},{"episode_id":"crm_00954","actor":"rep_20","timestamp":"2026-01-24T20:02:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00954:02","content":"Reviewed Opportunity terms for Acme Health Systems: $201086 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00954'\")","http_status":200,"latency_ms":136,"raw_payload":"{\"records\":[{\"NetARR__c\":201086,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":201086,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00954'\")"}},{"episode_id":"crm_00954","actor":"rep_20","timestamp":"2026-01-24T20:05:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00954:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=336009, cogs_rate=0.186)","http_status":200,"latency_ms":223,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=336009, cogs_rate=0.186)"}},{"episode_id":"crm_00954","actor":"rep_20","timestamp":"2026-01-24T20:04:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00954:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":223,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00954","actor":"rep_20","timestamp":"2026-01-24T20:24:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00954:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":295,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00954","actor":"rep_20","timestamp":"2026-01-24T20:44:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00954:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00954\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":267,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00954\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00954","actor":"rep_20","timestamp":"2026-01-24T20:26:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00954:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":137,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00954"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00954","actor":"rep_20","timestamp":"2026-01-24T20:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00954:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00954)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00954\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00954\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00955","actor":"rep_20","actor_name":"Maya Patel","company":"OmniChannel Inc","opened_at":"2026-03-09T12:35:00.000Z","closed_at":"2026-03-09T14:03:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($288k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00955","actor":"rep_20","timestamp":"2026-03-09T12:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00955:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($288k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":266,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$288k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00955","actor":"rep_20","timestamp":"2026-03-09T12:39:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00955:01","content":"Deal desk pricing exception filed for OmniChannel Inc: requested 24% multi-year discount on $440k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=439876, discount=0.24, term=3)","http_status":200,"latency_ms":89,"raw_payload":"{\"exception_id\":\"exc_crm_00955\",\"list_arr\":439876,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":439876,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=439876, discount=0.24, term=3)"}},{"episode_id":"crm_00955","actor":"rep_20","timestamp":"2026-03-09T12:49:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00955:02","content":"Reviewed Opportunity terms for OmniChannel Inc: $35335 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00955'\")","http_status":200,"latency_ms":175,"raw_payload":"{\"records\":[{\"NetARR__c\":35335,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":35335,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00955'\")"}},{"episode_id":"crm_00955","actor":"rep_20","timestamp":"2026-03-09T13:02:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00955:03","content":"Financial margin calculated for OmniChannel Inc: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=39136, cogs_rate=0.186)","http_status":200,"latency_ms":118,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=39136, cogs_rate=0.186)"}},{"episode_id":"crm_00955","actor":"rep_20","timestamp":"2026-03-09T12:55:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00955:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":232,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00955","actor":"rep_20","timestamp":"2026-03-09T13:15:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00955:05","content":"Commercial risk review for OmniChannel Inc: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":258,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00955","actor":"rep_20","timestamp":"2026-03-09T12:53:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00955:06","content":"Recommended approval for OmniChannel Inc discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00955\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":339,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00955\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00955","actor":"rep_20","timestamp":"2026-03-09T13:38:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00955:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])","http_status":200,"latency_ms":168,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00955"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])"}},{"episode_id":"crm_00955","actor":"rep_20","timestamp":"2026-03-09T14:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00955:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00955)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00955\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00955\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00956","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-01-17T05:28:00.000Z","closed_at":"2026-01-17T06:00:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($141k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00956","actor":"rep_19","timestamp":"2026-01-17T05:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00956:00","content":"Operational trigger received from salesforce for Beacon Energy ($141k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":103,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$141k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00956","actor":"rep_19","timestamp":"2026-01-17T05:39:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00956:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $133k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=132953, discount=0.24, term=3)","http_status":200,"latency_ms":137,"raw_payload":"{\"exception_id\":\"exc_crm_00956\",\"list_arr\":132953,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":132953,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=132953, discount=0.24, term=3)"}},{"episode_id":"crm_00956","actor":"rep_19","timestamp":"2026-01-17T05:42:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00956:02","content":"Reviewed Opportunity terms for Beacon Energy: $135424 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00956'\")","http_status":200,"latency_ms":232,"raw_payload":"{\"records\":[{\"NetARR__c\":135424,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":135424,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00956'\")"}},{"episode_id":"crm_00956","actor":"rep_19","timestamp":"2026-01-17T05:58:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00956:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=206374, cogs_rate=0.186)","http_status":200,"latency_ms":115,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=206374, cogs_rate=0.186)"}},{"episode_id":"crm_00956","actor":"rep_19","timestamp":"2026-01-17T06:04:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00956:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":237,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00956","actor":"rep_19","timestamp":"2026-01-17T05:58:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00956:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":260,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00956","actor":"rep_19","timestamp":"2026-01-17T06:04:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00956:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00956\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":235,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00956\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00956","actor":"rep_19","timestamp":"2026-01-17T05:56:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00956:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":103,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00956"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00956","actor":"rep_19","timestamp":"2026-01-17T06:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00956:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00956)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00956\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":142,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00956\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00957","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-01-05T12:10:00.000Z","closed_at":"2026-01-05T12:50:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($343k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00957","actor":"rep_06","timestamp":"2026-01-05T12:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00957:00","content":"Operational trigger received from salesforce for Meridian Logistics ($343k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$343k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00957","actor":"rep_06","timestamp":"2026-01-05T12:16:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00957:01","content":"Deal desk pricing exception filed for Meridian Logistics: requested 24% multi-year discount on $143k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=142844, discount=0.24, term=3)","http_status":200,"latency_ms":92,"raw_payload":"{\"exception_id\":\"exc_crm_00957\",\"list_arr\":142844,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":142844,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=142844, discount=0.24, term=3)"}},{"episode_id":"crm_00957","actor":"rep_06","timestamp":"2026-01-05T12:26:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00957:02","content":"Reviewed Opportunity terms for Meridian Logistics: $252263 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00957'\")","http_status":200,"latency_ms":328,"raw_payload":"{\"records\":[{\"NetARR__c\":252263,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":252263,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00957'\")"}},{"episode_id":"crm_00957","actor":"rep_06","timestamp":"2026-01-05T12:43:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00957:03","content":"Financial margin calculated for Meridian Logistics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=249679, cogs_rate=0.186)","http_status":200,"latency_ms":180,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=249679, cogs_rate=0.186)"}},{"episode_id":"crm_00957","actor":"rep_06","timestamp":"2026-01-05T12:26:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00957:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":193,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00957","actor":"rep_06","timestamp":"2026-01-05T12:45:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00957:05","content":"Commercial risk review for Meridian Logistics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":284,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00957","actor":"rep_06","timestamp":"2026-01-05T12:28:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00957:06","content":"Recommended approval for Meridian Logistics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00957\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":309,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00957\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00957","actor":"rep_06","timestamp":"2026-01-05T12:59:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00957:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])","http_status":200,"latency_ms":275,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00957"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])"}},{"episode_id":"crm_00957","actor":"rep_06","timestamp":"2026-01-05T12:50:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00957:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00957)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00957\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":263,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00957\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00958","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-01-10T21:06:00.000Z","closed_at":"2026-01-10T21:30:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($170k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00958","actor":"rep_19","timestamp":"2026-01-10T21:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00958:00","content":"Operational trigger received from salesforce for Apex Retail Group ($170k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":45,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$170k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00958","actor":"rep_19","timestamp":"2026-01-10T21:14:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00958:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $312k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=312011, discount=0.24, term=3)","http_status":200,"latency_ms":87,"raw_payload":"{\"exception_id\":\"exc_crm_00958\",\"list_arr\":312011,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":312011,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=312011, discount=0.24, term=3)"}},{"episode_id":"crm_00958","actor":"rep_19","timestamp":"2026-01-10T21:20:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00958:02","content":"Reviewed Opportunity terms for Apex Retail Group: $157051 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00958'\")","http_status":200,"latency_ms":321,"raw_payload":"{\"records\":[{\"NetARR__c\":157051,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":157051,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00958'\")"}},{"episode_id":"crm_00958","actor":"rep_19","timestamp":"2026-01-10T21:15:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00958:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=157777, cogs_rate=0.186)","http_status":200,"latency_ms":212,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=157777, cogs_rate=0.186)"}},{"episode_id":"crm_00958","actor":"rep_19","timestamp":"2026-01-10T21:26:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00958:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":286,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00958","actor":"rep_19","timestamp":"2026-01-10T21:36:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00958:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":176,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00958","actor":"rep_19","timestamp":"2026-01-10T22:00:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00958:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00958\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":291,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00958\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00958","actor":"rep_19","timestamp":"2026-01-10T22:23:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00958:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":266,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00958"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00958","actor":"rep_19","timestamp":"2026-01-10T21:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00958:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00958)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00958\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00958\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00959","actor":"rep_31","actor_name":"Aisha Taylor","company":"FinTech Global","opened_at":"2026-01-10T19:44:00.000Z","closed_at":"2026-01-10T20:08:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($68k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00959","actor":"rep_31","timestamp":"2026-01-10T19:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00959:00","content":"Operational trigger received from salesforce for FinTech Global ($68k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":273,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$68k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00959","actor":"rep_31","timestamp":"2026-01-10T19:51:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00959:01","content":"Deal desk pricing exception filed for FinTech Global: requested 24% multi-year discount on $403k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=403109, discount=0.24, term=3)","http_status":200,"latency_ms":226,"raw_payload":"{\"exception_id\":\"exc_crm_00959\",\"list_arr\":403109,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":403109,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=403109, discount=0.24, term=3)"}},{"episode_id":"crm_00959","actor":"rep_31","timestamp":"2026-01-10T20:02:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00959:02","content":"Reviewed Opportunity terms for FinTech Global: $293578 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00959'\")","http_status":200,"latency_ms":156,"raw_payload":"{\"records\":[{\"NetARR__c\":293578,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":293578,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00959'\")"}},{"episode_id":"crm_00959","actor":"rep_31","timestamp":"2026-01-10T20:02:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00959:03","content":"Financial margin calculated for FinTech Global: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=257151, cogs_rate=0.186)","http_status":200,"latency_ms":148,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=257151, cogs_rate=0.186)"}},{"episode_id":"crm_00959","actor":"rep_31","timestamp":"2026-01-10T20:24:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00959:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":340,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00959","actor":"rep_31","timestamp":"2026-01-10T20:34:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00959:05","content":"Commercial risk review for FinTech Global: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":207,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00959","actor":"rep_31","timestamp":"2026-01-10T20:44:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00959:06","content":"Recommended approval for FinTech Global discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00959\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":154,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00959\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00959","actor":"rep_31","timestamp":"2026-01-10T21:01:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00959:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])","http_status":200,"latency_ms":197,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00959"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])"}},{"episode_id":"crm_00959","actor":"rep_31","timestamp":"2026-01-10T20:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00959:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00959)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00959\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00959\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00960","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-01-17T21:39:00.000Z","closed_at":"2026-01-17T22:51:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($249k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00960","actor":"rep_25","timestamp":"2026-01-17T21:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00960:00","content":"Operational trigger received from salesforce for Catalyst Software ($249k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":56,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$249k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00960","actor":"rep_25","timestamp":"2026-01-17T21:43:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00960:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $118k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=118354, discount=0.24, term=3)","http_status":200,"latency_ms":194,"raw_payload":"{\"exception_id\":\"exc_crm_00960\",\"list_arr\":118354,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":118354,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=118354, discount=0.24, term=3)"}},{"episode_id":"crm_00960","actor":"rep_25","timestamp":"2026-01-17T21:45:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00960:02","content":"Reviewed Opportunity terms for Catalyst Software: $173440 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00960'\")","http_status":200,"latency_ms":289,"raw_payload":"{\"records\":[{\"NetARR__c\":173440,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":173440,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00960'\")"}},{"episode_id":"crm_00960","actor":"rep_25","timestamp":"2026-01-17T22:09:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00960:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=209175, cogs_rate=0.186)","http_status":200,"latency_ms":295,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=209175, cogs_rate=0.186)"}},{"episode_id":"crm_00960","actor":"rep_25","timestamp":"2026-01-17T21:55:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00960:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":273,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00960","actor":"rep_25","timestamp":"2026-01-17T22:04:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00960:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":135,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00960","actor":"rep_25","timestamp":"2026-01-17T22:03:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00960:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00960\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":346,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00960\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00960","actor":"rep_25","timestamp":"2026-01-17T22:42:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00960:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":271,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00960"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00960","actor":"rep_25","timestamp":"2026-01-17T22:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00960:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00960)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00960\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":118,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00960\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00961","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-02-12T07:49:00.000Z","closed_at":"2026-02-12T08:29:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($285k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00961","actor":"rep_06","timestamp":"2026-02-12T07:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00961:00","content":"Operational trigger received from salesforce for Acme Health Systems ($285k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$285k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00961","actor":"rep_06","timestamp":"2026-02-12T07:56:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00961:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $234k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=234317, discount=0.24, term=3)","http_status":200,"latency_ms":166,"raw_payload":"{\"exception_id\":\"exc_crm_00961\",\"list_arr\":234317,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":234317,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=234317, discount=0.24, term=3)"}},{"episode_id":"crm_00961","actor":"rep_06","timestamp":"2026-02-12T08:01:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00961:02","content":"Reviewed Opportunity terms for Acme Health Systems: $102030 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00961'\")","http_status":200,"latency_ms":130,"raw_payload":"{\"records\":[{\"NetARR__c\":102030,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":102030,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00961'\")"}},{"episode_id":"crm_00961","actor":"rep_06","timestamp":"2026-02-12T08:13:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00961:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=329185, cogs_rate=0.186)","http_status":200,"latency_ms":157,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=329185, cogs_rate=0.186)"}},{"episode_id":"crm_00961","actor":"rep_06","timestamp":"2026-02-12T08:29:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00961:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":182,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00961","actor":"rep_06","timestamp":"2026-02-12T08:39:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00961:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":97,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00961","actor":"rep_06","timestamp":"2026-02-12T08:55:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00961:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00961\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":128,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00961\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00961","actor":"rep_06","timestamp":"2026-02-12T09:06:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00961:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":221,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00961"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00961","actor":"rep_06","timestamp":"2026-02-12T08:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00961:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00961)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00961\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00961\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00962","actor":"rep_06","actor_name":"Marcus Vance","company":"Aura Therapeutics","opened_at":"2026-01-02T16:54:00.000Z","closed_at":"2026-01-02T18:22:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($348k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00962","actor":"rep_06","timestamp":"2026-01-02T16:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00962:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($348k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$348k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00962","actor":"rep_06","timestamp":"2026-01-02T16:59:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00962:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $128k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=128382, discount=0.24, term=3)","http_status":200,"latency_ms":81,"raw_payload":"{\"exception_id\":\"exc_crm_00962\",\"list_arr\":128382,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":128382,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=128382, discount=0.24, term=3)"}},{"episode_id":"crm_00962","actor":"rep_06","timestamp":"2026-01-02T17:02:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00962:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $187082 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00962'\")","http_status":200,"latency_ms":126,"raw_payload":"{\"records\":[{\"NetARR__c\":187082,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":187082,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00962'\")"}},{"episode_id":"crm_00962","actor":"rep_06","timestamp":"2026-01-02T17:06:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00962:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=118701, cogs_rate=0.186)","http_status":200,"latency_ms":287,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=118701, cogs_rate=0.186)"}},{"episode_id":"crm_00962","actor":"rep_06","timestamp":"2026-01-02T17:10:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00962:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":221,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00962","actor":"rep_06","timestamp":"2026-01-02T17:14:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00962:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":299,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00962","actor":"rep_06","timestamp":"2026-01-02T17:42:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00962:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00962\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":169,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00962\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00962","actor":"rep_06","timestamp":"2026-01-02T18:11:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00962:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":177,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00962"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_00962","actor":"rep_06","timestamp":"2026-01-02T18:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00962:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00962)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00962\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00962\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00963","actor":"rep_01","actor_name":"Sarah Chen","company":"Pinnacle Media","opened_at":"2026-03-21T22:47:00.000Z","closed_at":"2026-03-21T23:27:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($200k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00963","actor":"rep_01","timestamp":"2026-03-21T22:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00963:00","content":"Operational trigger received from salesforce for Pinnacle Media ($200k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":217,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$200k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00963","actor":"rep_01","timestamp":"2026-03-21T22:50:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00963:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $271k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=270581, discount=0.24, term=3)","http_status":200,"latency_ms":65,"raw_payload":"{\"exception_id\":\"exc_crm_00963\",\"list_arr\":270581,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":270581,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=270581, discount=0.24, term=3)"}},{"episode_id":"crm_00963","actor":"rep_01","timestamp":"2026-03-21T23:05:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00963:02","content":"Reviewed Opportunity terms for Pinnacle Media: $196864 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00963'\")","http_status":200,"latency_ms":287,"raw_payload":"{\"records\":[{\"NetARR__c\":196864,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":196864,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00963'\")"}},{"episode_id":"crm_00963","actor":"rep_01","timestamp":"2026-03-21T23:05:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00963:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=328990, cogs_rate=0.186)","http_status":200,"latency_ms":208,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=328990, cogs_rate=0.186)"}},{"episode_id":"crm_00963","actor":"rep_01","timestamp":"2026-03-21T23:15:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00963:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":271,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00963","actor":"rep_01","timestamp":"2026-03-21T23:07:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00963:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":140,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00963","actor":"rep_01","timestamp":"2026-03-21T23:17:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00963:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00963\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":295,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00963\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00963","actor":"rep_01","timestamp":"2026-03-21T23:57:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00963:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":128,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00963"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00963","actor":"rep_01","timestamp":"2026-03-21T23:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00963:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00963)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00963\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":212,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00963\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00964","actor":"rep_31","actor_name":"Aisha Taylor","company":"Stripe Technologies","opened_at":"2026-03-14T14:45:00.000Z","closed_at":"2026-03-14T15:49:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($226k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00964","actor":"rep_31","timestamp":"2026-03-14T14:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00964:00","content":"Operational trigger received from salesforce for Stripe Technologies ($226k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":70,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_00964","actor":"rep_31","timestamp":"2026-03-14T14:50:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00964:01","content":"Deal desk pricing exception filed for Stripe Technologies: requested 24% multi-year discount on $300k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=299772, discount=0.24, term=3)","http_status":200,"latency_ms":152,"raw_payload":"{\"exception_id\":\"exc_crm_00964\",\"list_arr\":299772,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":299772,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"dealdesk.api.createPricingException(account=\"Stripe Technologies\", list_arr=299772, discount=0.24, term=3)"}},{"episode_id":"crm_00964","actor":"rep_31","timestamp":"2026-03-14T15:07:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00964:02","content":"Reviewed Opportunity terms for Stripe Technologies: $71944 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00964'\")","http_status":200,"latency_ms":198,"raw_payload":"{\"records\":[{\"NetARR__c\":71944,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":71944,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00964'\")"}},{"episode_id":"crm_00964","actor":"rep_31","timestamp":"2026-03-14T14:57:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00964:03","content":"Financial margin calculated for Stripe Technologies: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=338506, cogs_rate=0.186)","http_status":200,"latency_ms":138,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=338506, cogs_rate=0.186)"}},{"episode_id":"crm_00964","actor":"rep_31","timestamp":"2026-03-14T15:29:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00964:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":345,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00964","actor":"rep_31","timestamp":"2026-03-14T15:35:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00964:05","content":"Commercial risk review for Stripe Technologies: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":172,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00964","actor":"rep_31","timestamp":"2026-03-14T15:09:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00964:06","content":"Recommended approval for Stripe Technologies discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00964\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":335,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00964\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00964","actor":"rep_31","timestamp":"2026-03-14T15:34:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00964:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])","http_status":200,"latency_ms":187,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00964"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Stripe Technologies\"}])"}},{"episode_id":"crm_00964","actor":"rep_31","timestamp":"2026-03-14T15:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00964:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_00964)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00964\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":171,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00964\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00965","actor":"rep_32","actor_name":"Liam O'Connor","company":"NovaBio Labs","opened_at":"2026-03-29T01:45:00.000Z","closed_at":"2026-03-29T02:09:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($88k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00965","actor":"rep_32","timestamp":"2026-03-29T01:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00965:00","content":"Operational trigger received from salesforce for NovaBio Labs ($88k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":117,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$88k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00965","actor":"rep_32","timestamp":"2026-03-29T01:52:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00965:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $265k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=265438, discount=0.24, term=3)","http_status":200,"latency_ms":167,"raw_payload":"{\"exception_id\":\"exc_crm_00965\",\"list_arr\":265438,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":265438,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=265438, discount=0.24, term=3)"}},{"episode_id":"crm_00965","actor":"rep_32","timestamp":"2026-03-29T01:59:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00965:02","content":"Reviewed Opportunity terms for NovaBio Labs: $134151 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00965'\")","http_status":200,"latency_ms":186,"raw_payload":"{\"records\":[{\"NetARR__c\":134151,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":134151,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00965'\")"}},{"episode_id":"crm_00965","actor":"rep_32","timestamp":"2026-03-29T02:06:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00965:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=244912, cogs_rate=0.186)","http_status":200,"latency_ms":283,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=244912, cogs_rate=0.186)"}},{"episode_id":"crm_00965","actor":"rep_32","timestamp":"2026-03-29T02:01:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00965:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":347,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00965","actor":"rep_32","timestamp":"2026-03-29T02:35:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00965:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":150,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00965","actor":"rep_32","timestamp":"2026-03-29T02:15:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00965:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00965\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":318,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00965\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00965","actor":"rep_32","timestamp":"2026-03-29T03:02:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00965:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":129,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00965"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00965","actor":"rep_32","timestamp":"2026-03-29T02:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00965:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00965)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00965\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":172,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00965\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00966","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-01-11T21:50:00.000Z","closed_at":"2026-01-11T23:10:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($246k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00966","actor":"rep_31","timestamp":"2026-01-11T21:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00966:00","content":"Operational trigger received from salesforce for Sentinel Networks ($246k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":119,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$246k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00966","actor":"rep_31","timestamp":"2026-01-11T21:59:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00966:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $371k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=370523, discount=0.24, term=3)","http_status":200,"latency_ms":82,"raw_payload":"{\"exception_id\":\"exc_crm_00966\",\"list_arr\":370523,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":370523,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=370523, discount=0.24, term=3)"}},{"episode_id":"crm_00966","actor":"rep_31","timestamp":"2026-01-11T21:58:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00966:02","content":"Reviewed Opportunity terms for Sentinel Networks: $191855 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00966'\")","http_status":200,"latency_ms":232,"raw_payload":"{\"records\":[{\"NetARR__c\":191855,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":191855,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00966'\")"}},{"episode_id":"crm_00966","actor":"rep_31","timestamp":"2026-01-11T22:02:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00966:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=313802, cogs_rate=0.186)","http_status":200,"latency_ms":132,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=313802, cogs_rate=0.186)"}},{"episode_id":"crm_00966","actor":"rep_31","timestamp":"2026-01-11T22:02:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00966:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":364,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00966","actor":"rep_31","timestamp":"2026-01-11T22:20:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00966:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":189,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00966","actor":"rep_31","timestamp":"2026-01-11T22:32:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00966:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00966\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":267,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00966\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00966","actor":"rep_31","timestamp":"2026-01-11T22:18:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00966:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":217,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00966"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00966","actor":"rep_31","timestamp":"2026-01-11T23:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00966:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00966)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00966\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00966\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00967","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-03-02T11:15:00.000Z","closed_at":"2026-03-02T12:27:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($193k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00967","actor":"rep_25","timestamp":"2026-03-02T11:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00967:00","content":"Operational trigger received from salesforce for Acme Health Systems ($193k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":139,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$193k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00967","actor":"rep_25","timestamp":"2026-03-02T11:19:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00967:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $272k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=271583, discount=0.24, term=3)","http_status":200,"latency_ms":261,"raw_payload":"{\"exception_id\":\"exc_crm_00967\",\"list_arr\":271583,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":271583,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=271583, discount=0.24, term=3)"}},{"episode_id":"crm_00967","actor":"rep_25","timestamp":"2026-03-02T11:27:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00967:02","content":"Reviewed Opportunity terms for Acme Health Systems: $123328 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00967'\")","http_status":200,"latency_ms":301,"raw_payload":"{\"records\":[{\"NetARR__c\":123328,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":123328,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00967'\")"}},{"episode_id":"crm_00967","actor":"rep_25","timestamp":"2026-03-02T11:33:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00967:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=130088, cogs_rate=0.186)","http_status":200,"latency_ms":298,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=130088, cogs_rate=0.186)"}},{"episode_id":"crm_00967","actor":"rep_25","timestamp":"2026-03-02T11:47:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00967:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":384,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00967","actor":"rep_25","timestamp":"2026-03-02T11:40:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00967:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":160,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00967","actor":"rep_25","timestamp":"2026-03-02T11:51:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00967:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00967\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":170,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00967\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00967","actor":"rep_25","timestamp":"2026-03-02T11:36:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00967:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":175,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00967"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00967","actor":"rep_25","timestamp":"2026-03-02T12:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00967:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00967)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00967\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":146,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00967\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00968","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-01-26T22:18:00.000Z","closed_at":"2026-01-26T23:38:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($123k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00968","actor":"rep_32","timestamp":"2026-01-26T22:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00968:00","content":"Operational trigger received from salesforce for Acme Health Systems ($123k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":68,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$123k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00968","actor":"rep_32","timestamp":"2026-01-26T22:29:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00968:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $449k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=448768, discount=0.24, term=3)","http_status":200,"latency_ms":141,"raw_payload":"{\"exception_id\":\"exc_crm_00968\",\"list_arr\":448768,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":448768,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=448768, discount=0.24, term=3)"}},{"episode_id":"crm_00968","actor":"rep_32","timestamp":"2026-01-26T22:30:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00968:02","content":"Reviewed Opportunity terms for Acme Health Systems: $87362 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00968'\")","http_status":200,"latency_ms":138,"raw_payload":"{\"records\":[{\"NetARR__c\":87362,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":87362,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00968'\")"}},{"episode_id":"crm_00968","actor":"rep_32","timestamp":"2026-01-26T22:42:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00968:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=238419, cogs_rate=0.186)","http_status":200,"latency_ms":205,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=238419, cogs_rate=0.186)"}},{"episode_id":"crm_00968","actor":"rep_32","timestamp":"2026-01-26T22:46:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00968:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":310,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00968","actor":"rep_32","timestamp":"2026-01-26T22:53:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00968:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":282,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00968","actor":"rep_32","timestamp":"2026-01-26T23:12:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00968:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00968\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":304,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00968\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00968","actor":"rep_32","timestamp":"2026-01-26T23:07:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00968:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":312,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00968"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00968","actor":"rep_32","timestamp":"2026-01-26T23:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00968:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00968)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00968\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":168,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00968\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00969","actor":"rep_32","actor_name":"Liam O'Connor","company":"NovaBio Labs","opened_at":"2026-01-17T06:03:00.000Z","closed_at":"2026-01-17T06:43:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($456k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00969","actor":"rep_32","timestamp":"2026-01-17T06:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00969:00","content":"Operational trigger received from salesforce for NovaBio Labs ($456k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$456k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00969","actor":"rep_32","timestamp":"2026-01-17T06:13:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00969:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $434k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=434059, discount=0.24, term=3)","http_status":200,"latency_ms":257,"raw_payload":"{\"exception_id\":\"exc_crm_00969\",\"list_arr\":434059,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":434059,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=434059, discount=0.24, term=3)"}},{"episode_id":"crm_00969","actor":"rep_32","timestamp":"2026-01-17T06:21:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00969:02","content":"Reviewed Opportunity terms for NovaBio Labs: $165754 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00969'\")","http_status":200,"latency_ms":115,"raw_payload":"{\"records\":[{\"NetARR__c\":165754,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":165754,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00969'\")"}},{"episode_id":"crm_00969","actor":"rep_32","timestamp":"2026-01-17T06:24:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00969:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=197526, cogs_rate=0.186)","http_status":200,"latency_ms":131,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=197526, cogs_rate=0.186)"}},{"episode_id":"crm_00969","actor":"rep_32","timestamp":"2026-01-17T06:39:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00969:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":208,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00969","actor":"rep_32","timestamp":"2026-01-17T06:43:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00969:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":245,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00969","actor":"rep_32","timestamp":"2026-01-17T06:51:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00969:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00969\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":131,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00969\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00969","actor":"rep_32","timestamp":"2026-01-17T07:06:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00969:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":108,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00969"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00969","actor":"rep_32","timestamp":"2026-01-17T06:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00969:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00969)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00969\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":140,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00969\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00970","actor":"rep_06","actor_name":"Marcus Vance","company":"Nexus AI","opened_at":"2026-02-17T00:43:00.000Z","closed_at":"2026-02-17T01:31:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($387k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00970","actor":"rep_06","timestamp":"2026-02-17T00:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00970:00","content":"Operational trigger received from salesforce for Nexus AI ($387k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":177,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$387k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00970","actor":"rep_06","timestamp":"2026-02-17T00:50:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00970:01","content":"Deal desk pricing exception filed for Nexus AI: requested 24% multi-year discount on $63k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=63275, discount=0.24, term=3)","http_status":200,"latency_ms":90,"raw_payload":"{\"exception_id\":\"exc_crm_00970\",\"list_arr\":63275,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":63275,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=63275, discount=0.24, term=3)"}},{"episode_id":"crm_00970","actor":"rep_06","timestamp":"2026-02-17T00:51:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00970:02","content":"Reviewed Opportunity terms for Nexus AI: $42883 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00970'\")","http_status":200,"latency_ms":222,"raw_payload":"{\"records\":[{\"NetARR__c\":42883,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":42883,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00970'\")"}},{"episode_id":"crm_00970","actor":"rep_06","timestamp":"2026-02-17T01:04:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00970:03","content":"Financial margin calculated for Nexus AI: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=264466, cogs_rate=0.186)","http_status":200,"latency_ms":186,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=264466, cogs_rate=0.186)"}},{"episode_id":"crm_00970","actor":"rep_06","timestamp":"2026-02-17T00:55:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00970:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":385,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00970","actor":"rep_06","timestamp":"2026-02-17T01:38:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00970:05","content":"Commercial risk review for Nexus AI: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":190,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00970","actor":"rep_06","timestamp":"2026-02-17T01:19:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00970:06","content":"Recommended approval for Nexus AI discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00970\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":222,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00970\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00970","actor":"rep_06","timestamp":"2026-02-17T01:25:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00970:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])","http_status":200,"latency_ms":179,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00970"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])"}},{"episode_id":"crm_00970","actor":"rep_06","timestamp":"2026-02-17T01:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00970:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00970)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00970\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":71,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00970\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00971","actor":"rep_37","actor_name":"Sophia Zhang","company":"FinTech Global","opened_at":"2026-03-12T02:39:00.000Z","closed_at":"2026-03-12T03:11:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($209k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00971","actor":"rep_37","timestamp":"2026-03-12T02:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00971:00","content":"Operational trigger received from salesforce for FinTech Global ($209k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":135,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$209k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_00971","actor":"rep_37","timestamp":"2026-03-12T02:47:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00971:01","content":"Deal desk pricing exception filed for FinTech Global: requested 24% multi-year discount on $64k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=63635, discount=0.24, term=3)","http_status":200,"latency_ms":56,"raw_payload":"{\"exception_id\":\"exc_crm_00971\",\"list_arr\":63635,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":63635,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"dealdesk.api.createPricingException(account=\"FinTech Global\", list_arr=63635, discount=0.24, term=3)"}},{"episode_id":"crm_00971","actor":"rep_37","timestamp":"2026-03-12T02:51:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00971:02","content":"Reviewed Opportunity terms for FinTech Global: $260438 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00971'\")","http_status":200,"latency_ms":254,"raw_payload":"{\"records\":[{\"NetARR__c\":260438,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":260438,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00971'\")"}},{"episode_id":"crm_00971","actor":"rep_37","timestamp":"2026-03-12T03:00:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00971:03","content":"Financial margin calculated for FinTech Global: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=278402, cogs_rate=0.186)","http_status":200,"latency_ms":196,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=278402, cogs_rate=0.186)"}},{"episode_id":"crm_00971","actor":"rep_37","timestamp":"2026-03-12T03:23:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00971:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":213,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00971","actor":"rep_37","timestamp":"2026-03-12T03:29:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00971:05","content":"Commercial risk review for FinTech Global: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":300,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00971","actor":"rep_37","timestamp":"2026-03-12T03:39:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00971:06","content":"Recommended approval for FinTech Global discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00971\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":180,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00971\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00971","actor":"rep_37","timestamp":"2026-03-12T03:35:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00971:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])","http_status":200,"latency_ms":295,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00971"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: FinTech Global\"}])"}},{"episode_id":"crm_00971","actor":"rep_37","timestamp":"2026-03-12T03:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00971:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_00971)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00971\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00971\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00972","actor":"rep_09","actor_name":"Elena Rostova","company":"Meridian Logistics","opened_at":"2026-01-22T10:54:00.000Z","closed_at":"2026-01-22T12:14:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($105k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00972","actor":"rep_09","timestamp":"2026-01-22T10:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00972:00","content":"Operational trigger received from salesforce for Meridian Logistics ($105k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":47,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$105k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00972","actor":"rep_09","timestamp":"2026-01-22T11:00:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00972:01","content":"Deal desk pricing exception filed for Meridian Logistics: requested 24% multi-year discount on $390k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=390330, discount=0.24, term=3)","http_status":200,"latency_ms":101,"raw_payload":"{\"exception_id\":\"exc_crm_00972\",\"list_arr\":390330,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":390330,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=390330, discount=0.24, term=3)"}},{"episode_id":"crm_00972","actor":"rep_09","timestamp":"2026-01-22T11:12:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00972:02","content":"Reviewed Opportunity terms for Meridian Logistics: $232839 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00972'\")","http_status":200,"latency_ms":257,"raw_payload":"{\"records\":[{\"NetARR__c\":232839,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":232839,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00972'\")"}},{"episode_id":"crm_00972","actor":"rep_09","timestamp":"2026-01-22T11:18:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00972:03","content":"Financial margin calculated for Meridian Logistics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=61322, cogs_rate=0.186)","http_status":200,"latency_ms":118,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=61322, cogs_rate=0.186)"}},{"episode_id":"crm_00972","actor":"rep_09","timestamp":"2026-01-22T11:26:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00972:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":333,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00972","actor":"rep_09","timestamp":"2026-01-22T11:39:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00972:05","content":"Commercial risk review for Meridian Logistics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":303,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00972","actor":"rep_09","timestamp":"2026-01-22T11:24:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00972:06","content":"Recommended approval for Meridian Logistics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00972\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":229,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00972\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00972","actor":"rep_09","timestamp":"2026-01-22T11:29:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00972:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])","http_status":200,"latency_ms":314,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00972"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])"}},{"episode_id":"crm_00972","actor":"rep_09","timestamp":"2026-01-22T12:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00972:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00972)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00972\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":189,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00972\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00973","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-02-15T19:29:00.000Z","closed_at":"2026-02-15T20:25:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($287k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00973","actor":"rep_31","timestamp":"2026-02-15T19:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00973:00","content":"Operational trigger received from salesforce for Catalyst Software ($287k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$287k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00973","actor":"rep_31","timestamp":"2026-02-15T19:37:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00973:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $52k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=52146, discount=0.24, term=3)","http_status":200,"latency_ms":47,"raw_payload":"{\"exception_id\":\"exc_crm_00973\",\"list_arr\":52146,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":52146,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=52146, discount=0.24, term=3)"}},{"episode_id":"crm_00973","actor":"rep_31","timestamp":"2026-02-15T19:47:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00973:02","content":"Reviewed Opportunity terms for Catalyst Software: $151358 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00973'\")","http_status":200,"latency_ms":105,"raw_payload":"{\"records\":[{\"NetARR__c\":151358,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":151358,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00973'\")"}},{"episode_id":"crm_00973","actor":"rep_31","timestamp":"2026-02-15T19:41:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00973:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=252669, cogs_rate=0.186)","http_status":200,"latency_ms":104,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=252669, cogs_rate=0.186)"}},{"episode_id":"crm_00973","actor":"rep_31","timestamp":"2026-02-15T19:53:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00973:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":299,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00973","actor":"rep_31","timestamp":"2026-02-15T20:04:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00973:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":271,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00973","actor":"rep_31","timestamp":"2026-02-15T20:05:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00973:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00973\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":127,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00973\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00973","actor":"rep_31","timestamp":"2026-02-15T20:04:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00973:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":90,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00973"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00973","actor":"rep_31","timestamp":"2026-02-15T20:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00973:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00973)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00973\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":257,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00973\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00974","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-01-19T11:56:00.000Z","closed_at":"2026-01-19T13:16:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($373k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00974","actor":"rep_06","timestamp":"2026-01-19T11:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00974:00","content":"Operational trigger received from salesforce for Catalyst Software ($373k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":76,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$373k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00974","actor":"rep_06","timestamp":"2026-01-19T12:06:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00974:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $354k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=353604, discount=0.24, term=3)","http_status":200,"latency_ms":240,"raw_payload":"{\"exception_id\":\"exc_crm_00974\",\"list_arr\":353604,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":353604,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=353604, discount=0.24, term=3)"}},{"episode_id":"crm_00974","actor":"rep_06","timestamp":"2026-01-19T12:14:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00974:02","content":"Reviewed Opportunity terms for Catalyst Software: $254113 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00974'\")","http_status":200,"latency_ms":225,"raw_payload":"{\"records\":[{\"NetARR__c\":254113,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":254113,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00974'\")"}},{"episode_id":"crm_00974","actor":"rep_06","timestamp":"2026-01-19T12:20:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00974:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=56104, cogs_rate=0.186)","http_status":200,"latency_ms":156,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=56104, cogs_rate=0.186)"}},{"episode_id":"crm_00974","actor":"rep_06","timestamp":"2026-01-19T12:40:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00974:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":165,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00974","actor":"rep_06","timestamp":"2026-01-19T12:51:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00974:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":139,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00974","actor":"rep_06","timestamp":"2026-01-19T12:26:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00974:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00974\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":299,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00974\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00974","actor":"rep_06","timestamp":"2026-01-19T12:38:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00974:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":305,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00974"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00974","actor":"rep_06","timestamp":"2026-01-19T13:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00974:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00974)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00974\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":57,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00974\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00975","actor":"rep_06","actor_name":"Marcus Vance","company":"OmniChannel Inc","opened_at":"2026-02-24T07:32:00.000Z","closed_at":"2026-02-24T08:20:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($427k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00975","actor":"rep_06","timestamp":"2026-02-24T07:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00975:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($427k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":91,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$427k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00975","actor":"rep_06","timestamp":"2026-02-24T07:38:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00975:01","content":"Deal desk pricing exception filed for OmniChannel Inc: requested 24% multi-year discount on $365k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=364666, discount=0.24, term=3)","http_status":200,"latency_ms":187,"raw_payload":"{\"exception_id\":\"exc_crm_00975\",\"list_arr\":364666,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":364666,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=364666, discount=0.24, term=3)"}},{"episode_id":"crm_00975","actor":"rep_06","timestamp":"2026-02-24T07:44:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00975:02","content":"Reviewed Opportunity terms for OmniChannel Inc: $274430 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00975'\")","http_status":200,"latency_ms":283,"raw_payload":"{\"records\":[{\"NetARR__c\":274430,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":274430,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00975'\")"}},{"episode_id":"crm_00975","actor":"rep_06","timestamp":"2026-02-24T07:53:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00975:03","content":"Financial margin calculated for OmniChannel Inc: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=272908, cogs_rate=0.186)","http_status":200,"latency_ms":157,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=272908, cogs_rate=0.186)"}},{"episode_id":"crm_00975","actor":"rep_06","timestamp":"2026-02-24T08:08:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00975:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":290,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00975","actor":"rep_06","timestamp":"2026-02-24T07:57:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00975:05","content":"Commercial risk review for OmniChannel Inc: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":276,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00975","actor":"rep_06","timestamp":"2026-02-24T08:38:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00975:06","content":"Recommended approval for OmniChannel Inc discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00975\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":195,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00975\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00975","actor":"rep_06","timestamp":"2026-02-24T08:42:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00975:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])","http_status":200,"latency_ms":287,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00975"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])"}},{"episode_id":"crm_00975","actor":"rep_06","timestamp":"2026-02-24T08:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00975:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00975)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00975\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":90,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00975\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00976","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-02-09T03:51:00.000Z","closed_at":"2026-02-09T04:55:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($278k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00976","actor":"rep_19","timestamp":"2026-02-09T03:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00976:00","content":"Operational trigger received from salesforce for CloudScale Data ($278k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":217,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$278k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00976","actor":"rep_19","timestamp":"2026-02-09T03:56:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00976:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $351k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=351056, discount=0.24, term=3)","http_status":200,"latency_ms":45,"raw_payload":"{\"exception_id\":\"exc_crm_00976\",\"list_arr\":351056,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":351056,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=351056, discount=0.24, term=3)"}},{"episode_id":"crm_00976","actor":"rep_19","timestamp":"2026-02-09T04:01:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00976:02","content":"Reviewed Opportunity terms for CloudScale Data: $349155 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00976'\")","http_status":200,"latency_ms":245,"raw_payload":"{\"records\":[{\"NetARR__c\":349155,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":349155,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00976'\")"}},{"episode_id":"crm_00976","actor":"rep_19","timestamp":"2026-02-09T04:12:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00976:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=84273, cogs_rate=0.186)","http_status":200,"latency_ms":104,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=84273, cogs_rate=0.186)"}},{"episode_id":"crm_00976","actor":"rep_19","timestamp":"2026-02-09T04:07:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00976:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":266,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00976","actor":"rep_19","timestamp":"2026-02-09T04:31:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00976:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":112,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00976","actor":"rep_19","timestamp":"2026-02-09T04:21:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00976:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00976\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":216,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00976\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00976","actor":"rep_19","timestamp":"2026-02-09T04:26:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00976:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":226,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00976"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00976","actor":"rep_19","timestamp":"2026-02-09T04:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00976:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00976)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00976\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":174,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00976\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00977","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-02-10T06:14:00.000Z","closed_at":"2026-02-10T07:18:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($211k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00977","actor":"rep_25","timestamp":"2026-02-10T06:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00977:00","content":"Operational trigger received from salesforce for NovaBio Labs ($211k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":273,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$211k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_00977","actor":"rep_25","timestamp":"2026-02-10T06:24:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00977:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $184k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=184393, discount=0.24, term=3)","http_status":200,"latency_ms":122,"raw_payload":"{\"exception_id\":\"exc_crm_00977\",\"list_arr\":184393,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":184393,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=184393, discount=0.24, term=3)"}},{"episode_id":"crm_00977","actor":"rep_25","timestamp":"2026-02-10T06:20:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00977:02","content":"Reviewed Opportunity terms for NovaBio Labs: $122320 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00977'\")","http_status":200,"latency_ms":281,"raw_payload":"{\"records\":[{\"NetARR__c\":122320,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":122320,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00977'\")"}},{"episode_id":"crm_00977","actor":"rep_25","timestamp":"2026-02-10T06:44:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00977:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=164410, cogs_rate=0.186)","http_status":200,"latency_ms":259,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=164410, cogs_rate=0.186)"}},{"episode_id":"crm_00977","actor":"rep_25","timestamp":"2026-02-10T06:34:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00977:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":309,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00977","actor":"rep_25","timestamp":"2026-02-10T07:09:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00977:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":131,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00977","actor":"rep_25","timestamp":"2026-02-10T07:02:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00977:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00977\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":159,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00977\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00977","actor":"rep_25","timestamp":"2026-02-10T06:56:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00977:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":87,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00977"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_00977","actor":"rep_25","timestamp":"2026-02-10T07:18:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00977:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_00977)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00977\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00977\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00978","actor":"rep_20","actor_name":"Maya Patel","company":"CloudScale Data","opened_at":"2026-01-01T10:34:00.000Z","closed_at":"2026-01-01T11:22:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($440k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_00978","actor":"rep_20","timestamp":"2026-01-01T10:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00978:00","content":"Operational trigger received from salesforce for CloudScale Data ($440k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":218,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$440k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00978","actor":"rep_20","timestamp":"2026-01-01T10:39:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00978:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $74k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=74203, discount=0.24, term=3)","http_status":200,"latency_ms":86,"raw_payload":"{\"exception_id\":\"exc_crm_00978\",\"list_arr\":74203,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":74203,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=74203, discount=0.24, term=3)"}},{"episode_id":"crm_00978","actor":"rep_20","timestamp":"2026-01-01T10:56:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00978:02","content":"Reviewed Opportunity terms for CloudScale Data: $81553 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00978'\")","http_status":200,"latency_ms":105,"raw_payload":"{\"records\":[{\"NetARR__c\":81553,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":81553,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00978'\")"}},{"episode_id":"crm_00978","actor":"rep_20","timestamp":"2026-01-01T10:52:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00978:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=331095, cogs_rate=0.186)","http_status":200,"latency_ms":123,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=331095, cogs_rate=0.186)"}},{"episode_id":"crm_00978","actor":"rep_20","timestamp":"2026-01-01T10:50:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00978:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":321,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00978","actor":"rep_20","timestamp":"2026-01-01T11:24:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00978:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":192,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00978","actor":"rep_20","timestamp":"2026-01-01T11:22:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00978:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00978\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":296,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00978\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00978","actor":"rep_20","timestamp":"2026-01-01T10:55:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00978:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":296,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00978"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00978","actor":"rep_20","timestamp":"2026-01-01T11:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00978:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00978)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00978\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":110,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00978\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00979","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-02-25T22:30:00.000Z","closed_at":"2026-02-25T23:26:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($363k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00979","actor":"rep_11","timestamp":"2026-02-25T22:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00979:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($363k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":257,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$363k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00979","actor":"rep_11","timestamp":"2026-02-25T22:34:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00979:01","content":"Deal desk pricing exception filed for OmniChannel Inc: requested 24% multi-year discount on $82k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=81529, discount=0.24, term=3)","http_status":200,"latency_ms":263,"raw_payload":"{\"exception_id\":\"exc_crm_00979\",\"list_arr\":81529,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":81529,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=81529, discount=0.24, term=3)"}},{"episode_id":"crm_00979","actor":"rep_11","timestamp":"2026-02-25T22:52:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00979:02","content":"Reviewed Opportunity terms for OmniChannel Inc: $231175 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00979'\")","http_status":200,"latency_ms":167,"raw_payload":"{\"records\":[{\"NetARR__c\":231175,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":231175,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00979'\")"}},{"episode_id":"crm_00979","actor":"rep_11","timestamp":"2026-02-25T22:39:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00979:03","content":"Financial margin calculated for OmniChannel Inc: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=73068, cogs_rate=0.186)","http_status":200,"latency_ms":299,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=73068, cogs_rate=0.186)"}},{"episode_id":"crm_00979","actor":"rep_11","timestamp":"2026-02-25T22:46:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00979:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":187,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00979","actor":"rep_11","timestamp":"2026-02-25T23:00:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00979:05","content":"Commercial risk review for OmniChannel Inc: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":314,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00979","actor":"rep_11","timestamp":"2026-02-25T23:30:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00979:06","content":"Recommended approval for OmniChannel Inc discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00979\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":292,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00979\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00979","actor":"rep_11","timestamp":"2026-02-25T23:40:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00979:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])","http_status":200,"latency_ms":319,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00979"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])"}},{"episode_id":"crm_00979","actor":"rep_11","timestamp":"2026-02-25T23:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00979:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00979)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00979\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":146,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00979\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00980","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-01-08T17:52:00.000Z","closed_at":"2026-01-08T18:24:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($238k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00980","actor":"rep_25","timestamp":"2026-01-08T17:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00980:00","content":"Operational trigger received from salesforce for Sentinel Networks ($238k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":236,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$238k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00980","actor":"rep_25","timestamp":"2026-01-08T17:56:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00980:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $412k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=411945, discount=0.24, term=3)","http_status":200,"latency_ms":49,"raw_payload":"{\"exception_id\":\"exc_crm_00980\",\"list_arr\":411945,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":411945,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=411945, discount=0.24, term=3)"}},{"episode_id":"crm_00980","actor":"rep_25","timestamp":"2026-01-08T18:00:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00980:02","content":"Reviewed Opportunity terms for Sentinel Networks: $201645 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00980'\")","http_status":200,"latency_ms":260,"raw_payload":"{\"records\":[{\"NetARR__c\":201645,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":201645,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00980'\")"}},{"episode_id":"crm_00980","actor":"rep_25","timestamp":"2026-01-08T18:07:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00980:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=79528, cogs_rate=0.186)","http_status":200,"latency_ms":112,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=79528, cogs_rate=0.186)"}},{"episode_id":"crm_00980","actor":"rep_25","timestamp":"2026-01-08T18:04:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00980:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":350,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00980","actor":"rep_25","timestamp":"2026-01-08T18:37:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00980:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":296,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00980","actor":"rep_25","timestamp":"2026-01-08T18:52:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00980:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00980\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":175,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00980\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00980","actor":"rep_25","timestamp":"2026-01-08T18:41:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00980:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":187,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00980"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00980","actor":"rep_25","timestamp":"2026-01-08T18:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00980:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00980)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00980\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":217,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00980\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00981","actor":"rep_20","actor_name":"Maya Patel","company":"CloudScale Data","opened_at":"2026-03-10T14:02:00.000Z","closed_at":"2026-03-10T14:34:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($120k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00981","actor":"rep_20","timestamp":"2026-03-10T14:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00981:00","content":"Operational trigger received from salesforce for CloudScale Data ($120k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":54,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$120k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00981","actor":"rep_20","timestamp":"2026-03-10T14:12:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00981:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $300k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=300132, discount=0.24, term=3)","http_status":200,"latency_ms":136,"raw_payload":"{\"exception_id\":\"exc_crm_00981\",\"list_arr\":300132,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":300132,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=300132, discount=0.24, term=3)"}},{"episode_id":"crm_00981","actor":"rep_20","timestamp":"2026-03-10T14:18:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00981:02","content":"Reviewed Opportunity terms for CloudScale Data: $129994 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00981'\")","http_status":200,"latency_ms":136,"raw_payload":"{\"records\":[{\"NetARR__c\":129994,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":129994,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00981'\")"}},{"episode_id":"crm_00981","actor":"rep_20","timestamp":"2026-03-10T14:29:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00981:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=216602, cogs_rate=0.186)","http_status":200,"latency_ms":284,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=216602, cogs_rate=0.186)"}},{"episode_id":"crm_00981","actor":"rep_20","timestamp":"2026-03-10T14:14:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00981:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":194,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00981","actor":"rep_20","timestamp":"2026-03-10T14:52:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00981:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":196,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00981","actor":"rep_20","timestamp":"2026-03-10T14:56:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00981:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00981\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":187,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00981\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00981","actor":"rep_20","timestamp":"2026-03-10T15:19:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00981:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":186,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00981"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00981","actor":"rep_20","timestamp":"2026-03-10T14:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00981:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00981)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00981\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":95,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00981\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00982","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-01-07T16:30:00.000Z","closed_at":"2026-01-07T16:54:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($454k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00982","actor":"rep_06","timestamp":"2026-01-07T16:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00982:00","content":"Operational trigger received from salesforce for Catalyst Software ($454k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$454k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_00982","actor":"rep_06","timestamp":"2026-01-07T16:36:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00982:01","content":"Deal desk pricing exception filed for Catalyst Software: requested 24% multi-year discount on $164k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=164046, discount=0.24, term=3)","http_status":200,"latency_ms":193,"raw_payload":"{\"exception_id\":\"exc_crm_00982\",\"list_arr\":164046,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":164046,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"dealdesk.api.createPricingException(account=\"Catalyst Software\", list_arr=164046, discount=0.24, term=3)"}},{"episode_id":"crm_00982","actor":"rep_06","timestamp":"2026-01-07T16:36:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00982:02","content":"Reviewed Opportunity terms for Catalyst Software: $150259 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00982'\")","http_status":200,"latency_ms":101,"raw_payload":"{\"records\":[{\"NetARR__c\":150259,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":150259,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00982'\")"}},{"episode_id":"crm_00982","actor":"rep_06","timestamp":"2026-01-07T17:00:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00982:03","content":"Financial margin calculated for Catalyst Software: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=46251, cogs_rate=0.186)","http_status":200,"latency_ms":292,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=46251, cogs_rate=0.186)"}},{"episode_id":"crm_00982","actor":"rep_06","timestamp":"2026-01-07T16:54:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00982:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":269,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00982","actor":"rep_06","timestamp":"2026-01-07T17:10:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00982:05","content":"Commercial risk review for Catalyst Software: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":213,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00982","actor":"rep_06","timestamp":"2026-01-07T17:30:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00982:06","content":"Recommended approval for Catalyst Software discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00982\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":333,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00982\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00982","actor":"rep_06","timestamp":"2026-01-07T17:33:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00982:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])","http_status":200,"latency_ms":179,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00982"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Catalyst Software\"}])"}},{"episode_id":"crm_00982","actor":"rep_06","timestamp":"2026-01-07T16:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00982:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_00982)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00982\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00982\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00983","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-03-03T04:33:00.000Z","closed_at":"2026-03-03T04:57:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($455k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00983","actor":"rep_19","timestamp":"2026-03-03T04:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00983:00","content":"Operational trigger received from salesforce for Apex Retail Group ($455k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$455k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00983","actor":"rep_19","timestamp":"2026-03-03T04:40:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00983:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $454k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=453607, discount=0.24, term=3)","http_status":200,"latency_ms":193,"raw_payload":"{\"exception_id\":\"exc_crm_00983\",\"list_arr\":453607,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":453607,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=453607, discount=0.24, term=3)"}},{"episode_id":"crm_00983","actor":"rep_19","timestamp":"2026-03-03T04:41:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00983:02","content":"Reviewed Opportunity terms for Apex Retail Group: $59893 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00983'\")","http_status":200,"latency_ms":118,"raw_payload":"{\"records\":[{\"NetARR__c\":59893,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":59893,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00983'\")"}},{"episode_id":"crm_00983","actor":"rep_19","timestamp":"2026-03-03T04:42:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00983:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=56511, cogs_rate=0.186)","http_status":200,"latency_ms":259,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=56511, cogs_rate=0.186)"}},{"episode_id":"crm_00983","actor":"rep_19","timestamp":"2026-03-03T05:17:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00983:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":269,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00983","actor":"rep_19","timestamp":"2026-03-03T05:13:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00983:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":220,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00983","actor":"rep_19","timestamp":"2026-03-03T05:21:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00983:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00983\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":189,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00983\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00983","actor":"rep_19","timestamp":"2026-03-03T05:36:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00983:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":128,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00983"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00983","actor":"rep_19","timestamp":"2026-03-03T04:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00983:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00983)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00983\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":236,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00983\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00984","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-02-24T14:23:00.000Z","closed_at":"2026-02-24T15:19:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($372k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00984","actor":"rep_37","timestamp":"2026-02-24T14:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00984:00","content":"Operational trigger received from salesforce for Acme Health Systems ($372k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$372k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00984","actor":"rep_37","timestamp":"2026-02-24T14:30:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00984:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $407k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=406866, discount=0.24, term=3)","http_status":200,"latency_ms":168,"raw_payload":"{\"exception_id\":\"exc_crm_00984\",\"list_arr\":406866,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":406866,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=406866, discount=0.24, term=3)"}},{"episode_id":"crm_00984","actor":"rep_37","timestamp":"2026-02-24T14:33:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00984:02","content":"Reviewed Opportunity terms for Acme Health Systems: $57199 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00984'\")","http_status":200,"latency_ms":288,"raw_payload":"{\"records\":[{\"NetARR__c\":57199,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":57199,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00984'\")"}},{"episode_id":"crm_00984","actor":"rep_37","timestamp":"2026-02-24T14:41:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00984:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=219946, cogs_rate=0.186)","http_status":200,"latency_ms":227,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=219946, cogs_rate=0.186)"}},{"episode_id":"crm_00984","actor":"rep_37","timestamp":"2026-02-24T15:03:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00984:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":247,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00984","actor":"rep_37","timestamp":"2026-02-24T15:03:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00984:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":319,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00984","actor":"rep_37","timestamp":"2026-02-24T15:29:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00984:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00984\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":284,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00984\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00984","actor":"rep_37","timestamp":"2026-02-24T14:58:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00984:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":85,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00984"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00984","actor":"rep_37","timestamp":"2026-02-24T15:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00984:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00984)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00984\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00984\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00985","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-03-30T15:37:00.000Z","closed_at":"2026-03-30T16:01:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($314k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00985","actor":"rep_09","timestamp":"2026-03-30T15:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00985:00","content":"Operational trigger received from salesforce for Acme Health Systems ($314k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$314k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_00985","actor":"rep_09","timestamp":"2026-03-30T15:40:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00985:01","content":"Deal desk pricing exception filed for Acme Health Systems: requested 24% multi-year discount on $117k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=117186, discount=0.24, term=3)","http_status":200,"latency_ms":277,"raw_payload":"{\"exception_id\":\"exc_crm_00985\",\"list_arr\":117186,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":117186,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"dealdesk.api.createPricingException(account=\"Acme Health Systems\", list_arr=117186, discount=0.24, term=3)"}},{"episode_id":"crm_00985","actor":"rep_09","timestamp":"2026-03-30T15:45:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00985:02","content":"Reviewed Opportunity terms for Acme Health Systems: $117488 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00985'\")","http_status":200,"latency_ms":142,"raw_payload":"{\"records\":[{\"NetARR__c\":117488,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":117488,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00985'\")"}},{"episode_id":"crm_00985","actor":"rep_09","timestamp":"2026-03-30T15:55:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00985:03","content":"Financial margin calculated for Acme Health Systems: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=234242, cogs_rate=0.186)","http_status":200,"latency_ms":264,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=234242, cogs_rate=0.186)"}},{"episode_id":"crm_00985","actor":"rep_09","timestamp":"2026-03-30T15:53:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00985:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":304,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00985","actor":"rep_09","timestamp":"2026-03-30T16:12:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00985:05","content":"Commercial risk review for Acme Health Systems: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":117,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00985","actor":"rep_09","timestamp":"2026-03-30T16:43:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00985:06","content":"Recommended approval for Acme Health Systems discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00985\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":344,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00985\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00985","actor":"rep_09","timestamp":"2026-03-30T16:12:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00985:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])","http_status":200,"latency_ms":186,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00985"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Acme Health Systems\"}])"}},{"episode_id":"crm_00985","actor":"rep_09","timestamp":"2026-03-30T16:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00985:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_00985)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00985\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":67,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00985\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00986","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-02-25T10:15:00.000Z","closed_at":"2026-02-25T11:19:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($388k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00986","actor":"rep_11","timestamp":"2026-02-25T10:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00986:00","content":"Operational trigger received from salesforce for Vertex Cyber ($388k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":122,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$388k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00986","actor":"rep_11","timestamp":"2026-02-25T10:19:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00986:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $424k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=424467, discount=0.24, term=3)","http_status":200,"latency_ms":100,"raw_payload":"{\"exception_id\":\"exc_crm_00986\",\"list_arr\":424467,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":424467,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=424467, discount=0.24, term=3)"}},{"episode_id":"crm_00986","actor":"rep_11","timestamp":"2026-02-25T10:35:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00986:02","content":"Reviewed Opportunity terms for Vertex Cyber: $77969 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00986'\")","http_status":200,"latency_ms":327,"raw_payload":"{\"records\":[{\"NetARR__c\":77969,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":77969,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00986'\")"}},{"episode_id":"crm_00986","actor":"rep_11","timestamp":"2026-02-25T10:42:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00986:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=344016, cogs_rate=0.186)","http_status":200,"latency_ms":208,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=344016, cogs_rate=0.186)"}},{"episode_id":"crm_00986","actor":"rep_11","timestamp":"2026-02-25T10:27:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00986:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":388,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00986","actor":"rep_11","timestamp":"2026-02-25T10:30:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00986:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":253,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00986","actor":"rep_11","timestamp":"2026-02-25T10:39:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00986:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00986\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":270,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00986\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00986","actor":"rep_11","timestamp":"2026-02-25T10:36:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00986:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":90,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00986"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_00986","actor":"rep_11","timestamp":"2026-02-25T11:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00986:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00986)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00986\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":197,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00986\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00987","actor":"rep_37","actor_name":"Sophia Zhang","company":"Pinnacle Media","opened_at":"2026-01-18T15:52:00.000Z","closed_at":"2026-01-18T16:24:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($425k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00987","actor":"rep_37","timestamp":"2026-01-18T15:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00987:00","content":"Operational trigger received from salesforce for Pinnacle Media ($425k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":194,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$425k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00987","actor":"rep_37","timestamp":"2026-01-18T15:55:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00987:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $52k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=51984, discount=0.24, term=3)","http_status":200,"latency_ms":151,"raw_payload":"{\"exception_id\":\"exc_crm_00987\",\"list_arr\":51984,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":51984,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=51984, discount=0.24, term=3)"}},{"episode_id":"crm_00987","actor":"rep_37","timestamp":"2026-01-18T16:12:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00987:02","content":"Reviewed Opportunity terms for Pinnacle Media: $286924 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00987'\")","http_status":200,"latency_ms":323,"raw_payload":"{\"records\":[{\"NetARR__c\":286924,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":286924,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00987'\")"}},{"episode_id":"crm_00987","actor":"rep_37","timestamp":"2026-01-18T16:13:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00987:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=246238, cogs_rate=0.186)","http_status":200,"latency_ms":86,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=246238, cogs_rate=0.186)"}},{"episode_id":"crm_00987","actor":"rep_37","timestamp":"2026-01-18T16:08:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00987:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":327,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00987","actor":"rep_37","timestamp":"2026-01-18T16:37:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00987:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":224,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00987","actor":"rep_37","timestamp":"2026-01-18T16:34:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00987:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00987\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":165,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00987\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00987","actor":"rep_37","timestamp":"2026-01-18T16:13:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00987:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":246,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00987"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00987","actor":"rep_37","timestamp":"2026-01-18T16:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00987:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00987)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00987\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":151,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00987\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00988","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-01-16T03:23:00.000Z","closed_at":"2026-01-16T04:35:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($85k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00988","actor":"rep_37","timestamp":"2026-01-16T03:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00988:00","content":"Operational trigger received from salesforce for Apex Retail Group ($85k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":199,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$85k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_00988","actor":"rep_37","timestamp":"2026-01-16T03:26:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00988:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $304k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=303868, discount=0.24, term=3)","http_status":200,"latency_ms":226,"raw_payload":"{\"exception_id\":\"exc_crm_00988\",\"list_arr\":303868,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":303868,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=303868, discount=0.24, term=3)"}},{"episode_id":"crm_00988","actor":"rep_37","timestamp":"2026-01-16T03:31:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00988:02","content":"Reviewed Opportunity terms for Apex Retail Group: $244422 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00988'\")","http_status":200,"latency_ms":196,"raw_payload":"{\"records\":[{\"NetARR__c\":244422,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":244422,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00988'\")"}},{"episode_id":"crm_00988","actor":"rep_37","timestamp":"2026-01-16T03:44:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00988:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=74164, cogs_rate=0.186)","http_status":200,"latency_ms":87,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=74164, cogs_rate=0.186)"}},{"episode_id":"crm_00988","actor":"rep_37","timestamp":"2026-01-16T03:47:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00988:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":324,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00988","actor":"rep_37","timestamp":"2026-01-16T03:48:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00988:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":271,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00988","actor":"rep_37","timestamp":"2026-01-16T04:23:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00988:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00988\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":120,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00988\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00988","actor":"rep_37","timestamp":"2026-01-16T04:12:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00988:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":231,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00988"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_00988","actor":"rep_37","timestamp":"2026-01-16T04:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00988:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_00988)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00988\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":144,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00988\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00989","actor":"rep_06","actor_name":"Marcus Vance","company":"Vertex Cyber","opened_at":"2026-02-06T18:50:00.000Z","closed_at":"2026-02-06T20:02:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($120k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00989","actor":"rep_06","timestamp":"2026-02-06T18:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00989:00","content":"Operational trigger received from salesforce for Vertex Cyber ($120k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":47,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$120k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00989","actor":"rep_06","timestamp":"2026-02-06T19:01:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00989:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $282k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=282172, discount=0.24, term=3)","http_status":200,"latency_ms":60,"raw_payload":"{\"exception_id\":\"exc_crm_00989\",\"list_arr\":282172,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":282172,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=282172, discount=0.24, term=3)"}},{"episode_id":"crm_00989","actor":"rep_06","timestamp":"2026-02-06T19:04:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00989:02","content":"Reviewed Opportunity terms for Vertex Cyber: $260206 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00989'\")","http_status":200,"latency_ms":314,"raw_payload":"{\"records\":[{\"NetARR__c\":260206,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":260206,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00989'\")"}},{"episode_id":"crm_00989","actor":"rep_06","timestamp":"2026-02-06T19:17:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00989:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=36860, cogs_rate=0.186)","http_status":200,"latency_ms":78,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=36860, cogs_rate=0.186)"}},{"episode_id":"crm_00989","actor":"rep_06","timestamp":"2026-02-06T19:14:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00989:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":323,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00989","actor":"rep_06","timestamp":"2026-02-06T19:35:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00989:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":141,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00989","actor":"rep_06","timestamp":"2026-02-06T19:38:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00989:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00989\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":141,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00989\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00989","actor":"rep_06","timestamp":"2026-02-06T19:46:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00989:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":238,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00989"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_00989","actor":"rep_06","timestamp":"2026-02-06T20:02:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00989:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00989)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00989\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":62,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00989\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00990","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-03-04T21:29:00.000Z","closed_at":"2026-03-04T22:49:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($133k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00990","actor":"rep_11","timestamp":"2026-03-04T21:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00990:00","content":"Operational trigger received from salesforce for Meridian Logistics ($133k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":246,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$133k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_00990","actor":"rep_11","timestamp":"2026-03-04T21:34:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00990:01","content":"Deal desk pricing exception filed for Meridian Logistics: requested 24% multi-year discount on $403k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=402693, discount=0.24, term=3)","http_status":200,"latency_ms":74,"raw_payload":"{\"exception_id\":\"exc_crm_00990\",\"list_arr\":402693,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":402693,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"dealdesk.api.createPricingException(account=\"Meridian Logistics\", list_arr=402693, discount=0.24, term=3)"}},{"episode_id":"crm_00990","actor":"rep_11","timestamp":"2026-03-04T21:41:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00990:02","content":"Reviewed Opportunity terms for Meridian Logistics: $78987 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00990'\")","http_status":200,"latency_ms":241,"raw_payload":"{\"records\":[{\"NetARR__c\":78987,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":78987,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00990'\")"}},{"episode_id":"crm_00990","actor":"rep_11","timestamp":"2026-03-04T21:50:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00990:03","content":"Financial margin calculated for Meridian Logistics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=150203, cogs_rate=0.186)","http_status":200,"latency_ms":296,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=150203, cogs_rate=0.186)"}},{"episode_id":"crm_00990","actor":"rep_11","timestamp":"2026-03-04T22:05:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00990:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":373,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00990","actor":"rep_11","timestamp":"2026-03-04T22:09:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00990:05","content":"Commercial risk review for Meridian Logistics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":92,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00990","actor":"rep_11","timestamp":"2026-03-04T22:05:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00990:06","content":"Recommended approval for Meridian Logistics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00990\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":316,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00990\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00990","actor":"rep_11","timestamp":"2026-03-04T22:39:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00990:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])","http_status":200,"latency_ms":226,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00990"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Meridian Logistics\"}])"}},{"episode_id":"crm_00990","actor":"rep_11","timestamp":"2026-03-04T22:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00990:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_00990)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00990\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00990\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00991","actor":"rep_06","actor_name":"Marcus Vance","company":"Nexus AI","opened_at":"2026-02-17T19:25:00.000Z","closed_at":"2026-02-17T20:53:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($349k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00991","actor":"rep_06","timestamp":"2026-02-17T19:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00991:00","content":"Operational trigger received from salesforce for Nexus AI ($349k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$349k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_00991","actor":"rep_06","timestamp":"2026-02-17T19:32:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00991:01","content":"Deal desk pricing exception filed for Nexus AI: requested 24% multi-year discount on $263k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=263328, discount=0.24, term=3)","http_status":200,"latency_ms":248,"raw_payload":"{\"exception_id\":\"exc_crm_00991\",\"list_arr\":263328,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":263328,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"dealdesk.api.createPricingException(account=\"Nexus AI\", list_arr=263328, discount=0.24, term=3)"}},{"episode_id":"crm_00991","actor":"rep_06","timestamp":"2026-02-17T19:37:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00991:02","content":"Reviewed Opportunity terms for Nexus AI: $127017 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00991'\")","http_status":200,"latency_ms":256,"raw_payload":"{\"records\":[{\"NetARR__c\":127017,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":127017,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00991'\")"}},{"episode_id":"crm_00991","actor":"rep_06","timestamp":"2026-02-17T19:52:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00991:03","content":"Financial margin calculated for Nexus AI: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=327474, cogs_rate=0.186)","http_status":200,"latency_ms":229,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=327474, cogs_rate=0.186)"}},{"episode_id":"crm_00991","actor":"rep_06","timestamp":"2026-02-17T19:37:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00991:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":198,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00991","actor":"rep_06","timestamp":"2026-02-17T19:55:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00991:05","content":"Commercial risk review for Nexus AI: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":296,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00991","actor":"rep_06","timestamp":"2026-02-17T20:25:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00991:06","content":"Recommended approval for Nexus AI discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00991\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":250,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00991\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00991","actor":"rep_06","timestamp":"2026-02-17T20:42:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00991:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])","http_status":200,"latency_ms":96,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00991"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Nexus AI\"}])"}},{"episode_id":"crm_00991","actor":"rep_06","timestamp":"2026-02-17T20:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00991:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_00991)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00991\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00991\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00992","actor":"rep_11","actor_name":"David Kim","company":"Aura Therapeutics","opened_at":"2026-02-09T12:03:00.000Z","closed_at":"2026-02-09T12:35:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($414k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00992","actor":"rep_11","timestamp":"2026-02-09T12:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00992:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($414k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":224,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$414k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00992","actor":"rep_11","timestamp":"2026-02-09T12:14:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00992:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $167k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=166527, discount=0.24, term=3)","http_status":200,"latency_ms":101,"raw_payload":"{\"exception_id\":\"exc_crm_00992\",\"list_arr\":166527,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":166527,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=166527, discount=0.24, term=3)"}},{"episode_id":"crm_00992","actor":"rep_11","timestamp":"2026-02-09T12:23:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00992:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $237172 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00992'\")","http_status":200,"latency_ms":143,"raw_payload":"{\"records\":[{\"NetARR__c\":237172,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":237172,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00992'\")"}},{"episode_id":"crm_00992","actor":"rep_11","timestamp":"2026-02-09T12:36:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00992:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=41509, cogs_rate=0.186)","http_status":200,"latency_ms":263,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=41509, cogs_rate=0.186)"}},{"episode_id":"crm_00992","actor":"rep_11","timestamp":"2026-02-09T12:23:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00992:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":347,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00992","actor":"rep_11","timestamp":"2026-02-09T12:33:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00992:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":205,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00992","actor":"rep_11","timestamp":"2026-02-09T12:57:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00992:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00992\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":306,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00992\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00992","actor":"rep_11","timestamp":"2026-02-09T12:24:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00992:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":318,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00992"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_00992","actor":"rep_11","timestamp":"2026-02-09T12:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00992:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00992)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00992\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":203,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00992\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00993","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-02-01T07:23:00.000Z","closed_at":"2026-02-01T08:11:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($114k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00993","actor":"rep_25","timestamp":"2026-02-01T07:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00993:00","content":"Operational trigger received from salesforce for Sentinel Networks ($114k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":179,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$114k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_00993","actor":"rep_25","timestamp":"2026-02-01T07:31:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00993:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $337k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=337091, discount=0.24, term=3)","http_status":200,"latency_ms":102,"raw_payload":"{\"exception_id\":\"exc_crm_00993\",\"list_arr\":337091,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":337091,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=337091, discount=0.24, term=3)"}},{"episode_id":"crm_00993","actor":"rep_25","timestamp":"2026-02-01T07:37:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00993:02","content":"Reviewed Opportunity terms for Sentinel Networks: $327636 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00993'\")","http_status":200,"latency_ms":244,"raw_payload":"{\"records\":[{\"NetARR__c\":327636,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":327636,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00993'\")"}},{"episode_id":"crm_00993","actor":"rep_25","timestamp":"2026-02-01T07:53:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00993:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=153012, cogs_rate=0.186)","http_status":200,"latency_ms":79,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=153012, cogs_rate=0.186)"}},{"episode_id":"crm_00993","actor":"rep_25","timestamp":"2026-02-01T07:43:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00993:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":382,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00993","actor":"rep_25","timestamp":"2026-02-01T08:13:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00993:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":179,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00993","actor":"rep_25","timestamp":"2026-02-01T07:47:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00993:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00993\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":291,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00993\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00993","actor":"rep_25","timestamp":"2026-02-01T07:58:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00993:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":302,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00993"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_00993","actor":"rep_25","timestamp":"2026-02-01T08:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00993:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_00993)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00993\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00993\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00994","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-01-03T08:44:00.000Z","closed_at":"2026-01-03T09:32:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($372k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00994","actor":"rep_37","timestamp":"2026-01-03T08:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00994:00","content":"Operational trigger received from salesforce for CloudScale Data ($372k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":243,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$372k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_00994","actor":"rep_37","timestamp":"2026-01-03T08:54:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00994:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $450k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=449897, discount=0.24, term=3)","http_status":200,"latency_ms":87,"raw_payload":"{\"exception_id\":\"exc_crm_00994\",\"list_arr\":449897,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":449897,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=449897, discount=0.24, term=3)"}},{"episode_id":"crm_00994","actor":"rep_37","timestamp":"2026-01-03T08:56:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00994:02","content":"Reviewed Opportunity terms for CloudScale Data: $164611 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00994'\")","http_status":200,"latency_ms":305,"raw_payload":"{\"records\":[{\"NetARR__c\":164611,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":164611,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00994'\")"}},{"episode_id":"crm_00994","actor":"rep_37","timestamp":"2026-01-03T08:59:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00994:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=107629, cogs_rate=0.186)","http_status":200,"latency_ms":130,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=107629, cogs_rate=0.186)"}},{"episode_id":"crm_00994","actor":"rep_37","timestamp":"2026-01-03T08:56:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00994:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":387,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00994","actor":"rep_37","timestamp":"2026-01-03T09:04:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00994:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":151,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00994","actor":"rep_37","timestamp":"2026-01-03T09:44:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00994:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00994\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":286,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00994\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00994","actor":"rep_37","timestamp":"2026-01-03T09:12:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00994:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":213,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00994"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_00994","actor":"rep_37","timestamp":"2026-01-03T09:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00994:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_00994)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00994\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00994\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00995","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-01-30T21:55:00.000Z","closed_at":"2026-01-30T22:27:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($378k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00995","actor":"rep_37","timestamp":"2026-01-30T21:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00995:00","content":"Operational trigger received from salesforce for Vertex Cyber ($378k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":227,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$378k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_00995","actor":"rep_37","timestamp":"2026-01-30T21:58:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00995:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $153k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=153097, discount=0.24, term=3)","http_status":200,"latency_ms":219,"raw_payload":"{\"exception_id\":\"exc_crm_00995\",\"list_arr\":153097,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":153097,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=153097, discount=0.24, term=3)"}},{"episode_id":"crm_00995","actor":"rep_37","timestamp":"2026-01-30T22:07:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00995:02","content":"Reviewed Opportunity terms for Vertex Cyber: $319372 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00995'\")","http_status":200,"latency_ms":233,"raw_payload":"{\"records\":[{\"NetARR__c\":319372,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":319372,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00995'\")"}},{"episode_id":"crm_00995","actor":"rep_37","timestamp":"2026-01-30T22:13:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00995:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=205072, cogs_rate=0.186)","http_status":200,"latency_ms":200,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=205072, cogs_rate=0.186)"}},{"episode_id":"crm_00995","actor":"rep_37","timestamp":"2026-01-30T22:07:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00995:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":197,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00995","actor":"rep_37","timestamp":"2026-01-30T22:30:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00995:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":146,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00995","actor":"rep_37","timestamp":"2026-01-30T22:13:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00995:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00995\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":140,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00995\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00995","actor":"rep_37","timestamp":"2026-01-30T22:30:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00995:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":96,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00995"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_00995","actor":"rep_37","timestamp":"2026-01-30T22:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00995:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_00995)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00995\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00995\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00996","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-02-19T00:06:00.000Z","closed_at":"2026-02-19T01:26:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($88k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00996","actor":"rep_32","timestamp":"2026-02-19T00:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00996:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($88k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$88k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_00996","actor":"rep_32","timestamp":"2026-02-19T00:15:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00996:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $50k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=49677, discount=0.24, term=3)","http_status":200,"latency_ms":46,"raw_payload":"{\"exception_id\":\"exc_crm_00996\",\"list_arr\":49677,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":49677,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=49677, discount=0.24, term=3)"}},{"episode_id":"crm_00996","actor":"rep_32","timestamp":"2026-02-19T00:20:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00996:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $195769 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00996'\")","http_status":200,"latency_ms":166,"raw_payload":"{\"records\":[{\"NetARR__c\":195769,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":195769,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00996'\")"}},{"episode_id":"crm_00996","actor":"rep_32","timestamp":"2026-02-19T00:33:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00996:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=343801, cogs_rate=0.186)","http_status":200,"latency_ms":184,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=343801, cogs_rate=0.186)"}},{"episode_id":"crm_00996","actor":"rep_32","timestamp":"2026-02-19T00:38:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00996:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":312,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00996","actor":"rep_32","timestamp":"2026-02-19T00:56:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00996:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":96,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00996","actor":"rep_32","timestamp":"2026-02-19T01:00:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00996:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00996\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":179,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00996\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00996","actor":"rep_32","timestamp":"2026-02-19T00:48:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00996:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":311,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00996"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_00996","actor":"rep_32","timestamp":"2026-02-19T01:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00996:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_00996)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00996\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":185,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00996\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00997","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-01-08T16:18:00.000Z","closed_at":"2026-01-08T16:42:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($410k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00997","actor":"rep_25","timestamp":"2026-01-08T16:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00997:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($410k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$410k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_00997","actor":"rep_25","timestamp":"2026-01-08T16:23:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00997:01","content":"Deal desk pricing exception filed for OmniChannel Inc: requested 24% multi-year discount on $333k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=333404, discount=0.24, term=3)","http_status":200,"latency_ms":70,"raw_payload":"{\"exception_id\":\"exc_crm_00997\",\"list_arr\":333404,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":333404,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"dealdesk.api.createPricingException(account=\"OmniChannel Inc\", list_arr=333404, discount=0.24, term=3)"}},{"episode_id":"crm_00997","actor":"rep_25","timestamp":"2026-01-08T16:38:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00997:02","content":"Reviewed Opportunity terms for OmniChannel Inc: $174701 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00997'\")","http_status":200,"latency_ms":105,"raw_payload":"{\"records\":[{\"NetARR__c\":174701,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":174701,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00997'\")"}},{"episode_id":"crm_00997","actor":"rep_25","timestamp":"2026-01-08T16:42:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00997:03","content":"Financial margin calculated for OmniChannel Inc: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=146848, cogs_rate=0.186)","http_status":200,"latency_ms":255,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=146848, cogs_rate=0.186)"}},{"episode_id":"crm_00997","actor":"rep_25","timestamp":"2026-01-08T17:02:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00997:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":302,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00997","actor":"rep_25","timestamp":"2026-01-08T16:48:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00997:05","content":"Commercial risk review for OmniChannel Inc: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":245,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00997","actor":"rep_25","timestamp":"2026-01-08T16:42:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00997:06","content":"Recommended approval for OmniChannel Inc discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00997\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":183,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00997\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00997","actor":"rep_25","timestamp":"2026-01-08T17:00:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00997:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])","http_status":200,"latency_ms":174,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00997"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: OmniChannel Inc\"}])"}},{"episode_id":"crm_00997","actor":"rep_25","timestamp":"2026-01-08T16:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00997:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_00997)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00997\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":199,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00997\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00998","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-03-17T00:32:00.000Z","closed_at":"2026-03-17T01:28:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($134k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00998","actor":"rep_09","timestamp":"2026-03-17T00:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00998:00","content":"Operational trigger received from salesforce for Pinnacle Media ($134k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":217,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$134k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_00998","actor":"rep_09","timestamp":"2026-03-17T00:38:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00998:01","content":"Deal desk pricing exception filed for Pinnacle Media: requested 24% multi-year discount on $91k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=90616, discount=0.24, term=3)","http_status":200,"latency_ms":214,"raw_payload":"{\"exception_id\":\"exc_crm_00998\",\"list_arr\":90616,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":90616,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"dealdesk.api.createPricingException(account=\"Pinnacle Media\", list_arr=90616, discount=0.24, term=3)"}},{"episode_id":"crm_00998","actor":"rep_09","timestamp":"2026-03-17T00:52:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00998:02","content":"Reviewed Opportunity terms for Pinnacle Media: $218097 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00998'\")","http_status":200,"latency_ms":184,"raw_payload":"{\"records\":[{\"NetARR__c\":218097,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":218097,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00998'\")"}},{"episode_id":"crm_00998","actor":"rep_09","timestamp":"2026-03-17T00:56:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00998:03","content":"Financial margin calculated for Pinnacle Media: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=78329, cogs_rate=0.186)","http_status":200,"latency_ms":274,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=78329, cogs_rate=0.186)"}},{"episode_id":"crm_00998","actor":"rep_09","timestamp":"2026-03-17T01:16:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00998:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":371,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00998","actor":"rep_09","timestamp":"2026-03-17T00:47:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00998:05","content":"Commercial risk review for Pinnacle Media: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":291,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00998","actor":"rep_09","timestamp":"2026-03-17T01:38:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00998:06","content":"Recommended approval for Pinnacle Media discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00998\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":191,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00998\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00998","actor":"rep_09","timestamp":"2026-03-17T01:21:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00998:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])","http_status":200,"latency_ms":296,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00998"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Pinnacle Media\"}])"}},{"episode_id":"crm_00998","actor":"rep_09","timestamp":"2026-03-17T01:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00998:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_00998)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00998\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":182,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00998\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_00999","actor":"rep_11","actor_name":"David Kim","company":"Beacon Energy","opened_at":"2026-01-14T11:23:00.000Z","closed_at":"2026-01-14T12:19:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($146k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_00999","actor":"rep_11","timestamp":"2026-01-14T11:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_00999:00","content":"Operational trigger received from salesforce for Beacon Energy ($146k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":129,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$146k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_00999","actor":"rep_11","timestamp":"2026-01-14T11:31:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_00999:01","content":"Deal desk pricing exception filed for Beacon Energy: requested 24% multi-year discount on $269k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=268910, discount=0.24, term=3)","http_status":200,"latency_ms":186,"raw_payload":"{\"exception_id\":\"exc_crm_00999\",\"list_arr\":268910,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":268910,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"dealdesk.api.createPricingException(account=\"Beacon Energy\", list_arr=268910, discount=0.24, term=3)"}},{"episode_id":"crm_00999","actor":"rep_11","timestamp":"2026-01-14T11:35:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_00999:02","content":"Reviewed Opportunity terms for Beacon Energy: $233384 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00999'\")","http_status":200,"latency_ms":331,"raw_payload":"{\"records\":[{\"NetARR__c\":233384,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":233384,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_00999'\")"}},{"episode_id":"crm_00999","actor":"rep_11","timestamp":"2026-01-14T11:44:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_00999:03","content":"Financial margin calculated for Beacon Energy: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=192621, cogs_rate=0.186)","http_status":200,"latency_ms":86,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=192621, cogs_rate=0.186)"}},{"episode_id":"crm_00999","actor":"rep_11","timestamp":"2026-01-14T11:35:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_00999:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":287,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_00999","actor":"rep_11","timestamp":"2026-01-14T11:53:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_00999:05","content":"Commercial risk review for Beacon Energy: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":278,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_00999","actor":"rep_11","timestamp":"2026-01-14T12:05:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_00999:06","content":"Recommended approval for Beacon Energy discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00999\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":295,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_00999\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_00999","actor":"rep_11","timestamp":"2026-01-14T12:33:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_00999:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])","http_status":200,"latency_ms":124,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_00999"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Beacon Energy\"}])"}},{"episode_id":"crm_00999","actor":"rep_11","timestamp":"2026-01-14T12:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_00999:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_00999)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00999\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_00999\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01000","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-02-02T15:56:00.000Z","closed_at":"2026-02-02T16:52:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($288k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01000","actor":"rep_20","timestamp":"2026-02-02T15:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01000:00","content":"Operational trigger received from salesforce for Sentinel Networks ($288k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":116,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$288k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01000","actor":"rep_20","timestamp":"2026-02-02T16:01:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_01000:01","content":"Deal desk pricing exception filed for Sentinel Networks: requested 24% multi-year discount on $408k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=408472, discount=0.24, term=3)","http_status":200,"latency_ms":68,"raw_payload":"{\"exception_id\":\"exc_crm_01000\",\"list_arr\":408472,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":408472,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"dealdesk.api.createPricingException(account=\"Sentinel Networks\", list_arr=408472, discount=0.24, term=3)"}},{"episode_id":"crm_01000","actor":"rep_20","timestamp":"2026-02-02T16:12:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_01000:02","content":"Reviewed Opportunity terms for Sentinel Networks: $170238 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01000'\")","http_status":200,"latency_ms":161,"raw_payload":"{\"records\":[{\"NetARR__c\":170238,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":170238,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01000'\")"}},{"episode_id":"crm_01000","actor":"rep_20","timestamp":"2026-02-02T16:26:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_01000:03","content":"Financial margin calculated for Sentinel Networks: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=174812, cogs_rate=0.186)","http_status":200,"latency_ms":183,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=174812, cogs_rate=0.186)"}},{"episode_id":"crm_01000","actor":"rep_20","timestamp":"2026-02-02T16:40:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_01000:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":232,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_01000","actor":"rep_20","timestamp":"2026-02-02T16:31:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_01000:05","content":"Commercial risk review for Sentinel Networks: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":98,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_01000","actor":"rep_20","timestamp":"2026-02-02T16:20:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_01000:06","content":"Recommended approval for Sentinel Networks discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01000\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":269,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01000\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_01000","actor":"rep_20","timestamp":"2026-02-02T16:59:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_01000:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])","http_status":200,"latency_ms":201,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_01000"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Sentinel Networks\"}])"}},{"episode_id":"crm_01000","actor":"rep_20","timestamp":"2026-02-02T16:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01000:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01000)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01000\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":85,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01000\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01001","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-02-06T20:51:00.000Z","closed_at":"2026-02-06T21:15:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($191k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01001","actor":"rep_06","timestamp":"2026-02-06T20:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01001:00","content":"Operational trigger received from salesforce for NovaBio Labs ($191k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$191k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01001","actor":"rep_06","timestamp":"2026-02-06T21:00:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_01001:01","content":"Deal desk pricing exception filed for NovaBio Labs: requested 24% multi-year discount on $252k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=251707, discount=0.24, term=3)","http_status":200,"latency_ms":80,"raw_payload":"{\"exception_id\":\"exc_crm_01001\",\"list_arr\":251707,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":251707,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"dealdesk.api.createPricingException(account=\"NovaBio Labs\", list_arr=251707, discount=0.24, term=3)"}},{"episode_id":"crm_01001","actor":"rep_06","timestamp":"2026-02-06T20:59:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_01001:02","content":"Reviewed Opportunity terms for NovaBio Labs: $298783 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01001'\")","http_status":200,"latency_ms":273,"raw_payload":"{\"records\":[{\"NetARR__c\":298783,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":298783,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01001'\")"}},{"episode_id":"crm_01001","actor":"rep_06","timestamp":"2026-02-06T21:15:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_01001:03","content":"Financial margin calculated for NovaBio Labs: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=201150, cogs_rate=0.186)","http_status":200,"latency_ms":222,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=201150, cogs_rate=0.186)"}},{"episode_id":"crm_01001","actor":"rep_06","timestamp":"2026-02-06T21:15:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_01001:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":288,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_01001","actor":"rep_06","timestamp":"2026-02-06T21:36:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_01001:05","content":"Commercial risk review for NovaBio Labs: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":315,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_01001","actor":"rep_06","timestamp":"2026-02-06T21:27:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_01001:06","content":"Recommended approval for NovaBio Labs discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01001\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":171,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01001\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_01001","actor":"rep_06","timestamp":"2026-02-06T22:01:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_01001:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])","http_status":200,"latency_ms":260,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_01001"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: NovaBio Labs\"}])"}},{"episode_id":"crm_01001","actor":"rep_06","timestamp":"2026-02-06T21:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01001:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01001)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01001\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":185,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01001\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01002","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-02-17T16:12:00.000Z","closed_at":"2026-02-17T17:40:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($320k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01002","actor":"rep_01","timestamp":"2026-02-17T16:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01002:00","content":"Operational trigger received from salesforce for Vertex Cyber ($320k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":173,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$320k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01002","actor":"rep_01","timestamp":"2026-02-17T16:15:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_01002:01","content":"Deal desk pricing exception filed for Vertex Cyber: requested 24% multi-year discount on $200k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=199877, discount=0.24, term=3)","http_status":200,"latency_ms":280,"raw_payload":"{\"exception_id\":\"exc_crm_01002\",\"list_arr\":199877,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":199877,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"dealdesk.api.createPricingException(account=\"Vertex Cyber\", list_arr=199877, discount=0.24, term=3)"}},{"episode_id":"crm_01002","actor":"rep_01","timestamp":"2026-02-17T16:34:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_01002:02","content":"Reviewed Opportunity terms for Vertex Cyber: $236949 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01002'\")","http_status":200,"latency_ms":274,"raw_payload":"{\"records\":[{\"NetARR__c\":236949,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":236949,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01002'\")"}},{"episode_id":"crm_01002","actor":"rep_01","timestamp":"2026-02-17T16:36:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_01002:03","content":"Financial margin calculated for Vertex Cyber: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=111118, cogs_rate=0.186)","http_status":200,"latency_ms":138,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=111118, cogs_rate=0.186)"}},{"episode_id":"crm_01002","actor":"rep_01","timestamp":"2026-02-17T16:40:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_01002:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":272,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_01002","actor":"rep_01","timestamp":"2026-02-17T16:27:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_01002:05","content":"Commercial risk review for Vertex Cyber: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":110,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_01002","actor":"rep_01","timestamp":"2026-02-17T16:36:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_01002:06","content":"Recommended approval for Vertex Cyber discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01002\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":291,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01002\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_01002","actor":"rep_01","timestamp":"2026-02-17T16:33:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_01002:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])","http_status":200,"latency_ms":221,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_01002"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Vertex Cyber\"}])"}},{"episode_id":"crm_01002","actor":"rep_01","timestamp":"2026-02-17T17:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01002:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01002)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01002\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":110,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01002\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01003","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-01-14T19:22:00.000Z","closed_at":"2026-01-14T20:34:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($315k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01003","actor":"rep_19","timestamp":"2026-01-14T19:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01003:00","content":"Operational trigger received from salesforce for CloudScale Data ($315k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$315k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01003","actor":"rep_19","timestamp":"2026-01-14T19:27:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_01003:01","content":"Deal desk pricing exception filed for CloudScale Data: requested 24% multi-year discount on $265k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=265181, discount=0.24, term=3)","http_status":200,"latency_ms":278,"raw_payload":"{\"exception_id\":\"exc_crm_01003\",\"list_arr\":265181,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":265181,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"dealdesk.api.createPricingException(account=\"CloudScale Data\", list_arr=265181, discount=0.24, term=3)"}},{"episode_id":"crm_01003","actor":"rep_19","timestamp":"2026-01-14T19:36:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_01003:02","content":"Reviewed Opportunity terms for CloudScale Data: $138406 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01003'\")","http_status":200,"latency_ms":299,"raw_payload":"{\"records\":[{\"NetARR__c\":138406,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":138406,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01003'\")"}},{"episode_id":"crm_01003","actor":"rep_19","timestamp":"2026-01-14T19:34:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_01003:03","content":"Financial margin calculated for CloudScale Data: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=280289, cogs_rate=0.186)","http_status":200,"latency_ms":241,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=280289, cogs_rate=0.186)"}},{"episode_id":"crm_01003","actor":"rep_19","timestamp":"2026-01-14T19:38:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_01003:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":363,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_01003","actor":"rep_19","timestamp":"2026-01-14T19:52:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_01003:05","content":"Commercial risk review for CloudScale Data: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":195,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_01003","actor":"rep_19","timestamp":"2026-01-14T20:16:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_01003:06","content":"Recommended approval for CloudScale Data discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01003\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":340,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01003\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_01003","actor":"rep_19","timestamp":"2026-01-14T20:04:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_01003:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])","http_status":200,"latency_ms":129,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_01003"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: CloudScale Data\"}])"}},{"episode_id":"crm_01003","actor":"rep_19","timestamp":"2026-01-14T20:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01003:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01003)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01003\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":72,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01003\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01004","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-03-12T09:18:00.000Z","closed_at":"2026-03-12T10:06:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($125k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01004","actor":"rep_32","timestamp":"2026-03-12T09:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01004:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($125k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":82,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$125k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01004","actor":"rep_32","timestamp":"2026-03-12T09:23:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_01004:01","content":"Deal desk pricing exception filed for Aura Therapeutics: requested 24% multi-year discount on $308k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=308480, discount=0.24, term=3)","http_status":200,"latency_ms":251,"raw_payload":"{\"exception_id\":\"exc_crm_01004\",\"list_arr\":308480,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":308480,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"dealdesk.api.createPricingException(account=\"Aura Therapeutics\", list_arr=308480, discount=0.24, term=3)"}},{"episode_id":"crm_01004","actor":"rep_32","timestamp":"2026-03-12T09:28:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_01004:02","content":"Reviewed Opportunity terms for Aura Therapeutics: $165187 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01004'\")","http_status":200,"latency_ms":169,"raw_payload":"{\"records\":[{\"NetARR__c\":165187,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":165187,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01004'\")"}},{"episode_id":"crm_01004","actor":"rep_32","timestamp":"2026-03-12T09:36:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_01004:03","content":"Financial margin calculated for Aura Therapeutics: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=51886, cogs_rate=0.186)","http_status":200,"latency_ms":86,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=51886, cogs_rate=0.186)"}},{"episode_id":"crm_01004","actor":"rep_32","timestamp":"2026-03-12T09:42:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_01004:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":163,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_01004","actor":"rep_32","timestamp":"2026-03-12T10:13:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_01004:05","content":"Commercial risk review for Aura Therapeutics: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":104,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_01004","actor":"rep_32","timestamp":"2026-03-12T10:24:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_01004:06","content":"Recommended approval for Aura Therapeutics discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01004\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":268,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01004\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_01004","actor":"rep_32","timestamp":"2026-03-12T10:14:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_01004:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])","http_status":200,"latency_ms":128,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_01004"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Aura Therapeutics\"}])"}},{"episode_id":"crm_01004","actor":"rep_32","timestamp":"2026-03-12T10:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01004:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01004)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01004\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":174,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01004\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01005","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-03-10T02:32:00.000Z","closed_at":"2026-03-10T03:12:00.000Z","source":"salesforce","workflow_truth":"pricing_exception_request","clusterable":true,"realism_tier":"policy_exception","realism_badge":"POLICY EXCEPTION (Requires RAG + Sign-off)","nuance_diagnosis":{"feasibility":"Requires Frontier Model + Internal Precedent Retrieval","failure_risk":"Small models approve unallowable discounts (>25%) causing margin erosion unless grounded in company deal precedent.","technical_gotcha":"Discounts >25% or non-annual payment terms strictly require Finance VP sign-off.","recommended_guardrail":"Retrieval guardrail: query top-3 closed precedents and enforce 75% gross margin floor before deal-desk dispatch."},"summary":{"goal":"Review a pricing exception and recommend approval or escalation","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($210k ARR)","information_consulted":["opportunity_reviewed","margin_checked","precedent_searched"],"actions_taken":["exception_requested","opportunity_reviewed","margin_checked","precedent_searched","risk_assessed","approval_recommended","finance_notified"],"decision_points":["approve_or_escalate"],"constraints":["discount above 25 percent requires finance","record precedent used"],"final_output":"approve_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01005","actor":"rep_06","timestamp":"2026-03-10T02:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01005:00","content":"Operational trigger received from salesforce for Apex Retail Group ($210k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":59,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$210k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01005","actor":"rep_06","timestamp":"2026-03-10T02:43:00.000Z","source":"salesforce","event_type":"exception_requested","object":"record:crm_01005:01","content":"Deal desk pricing exception filed for Apex Retail Group: requested 24% multi-year discount on $91k ARR","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=90504, discount=0.24, term=3)","http_status":200,"latency_ms":104,"raw_payload":"{\"exception_id\":\"exc_crm_01005\",\"list_arr\":90504,\"discount\":0.24,\"term_years\":3,\"status\":\"pending_deal_desk\"}","list_arr":90504,"requested_discount":0.24,"term_years":3},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"dealdesk.api.createPricingException(account=\"Apex Retail Group\", list_arr=90504, discount=0.24, term=3)"}},{"episode_id":"crm_01005","actor":"rep_06","timestamp":"2026-03-10T02:44:00.000Z","source":"salesforce","event_type":"opportunity_reviewed","object":"record:crm_01005:02","content":"Reviewed Opportunity terms for Apex Retail Group: $337913 net ARR over 36 months","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01005'\")","http_status":200,"latency_ms":262,"raw_payload":"{\"records\":[{\"NetARR__c\":337913,\"Term__c\":36,\"PaymentSchedule__c\":\"Annual Upfront\"}]}","net_arr":337913,"payment_schedule":"Annual Upfront"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"salesforce.api.query(q=\"SELECT Id, NetARR__c, Term__c, PaymentSchedule__c FROM Opportunity WHERE Id='006_crm_01005'\")"}},{"episode_id":"crm_01005","actor":"rep_06","timestamp":"2026-03-10T02:53:00.000Z","source":"salesforce","event_type":"margin_checked","object":"record:crm_01005:03","content":"Financial margin calculated for Apex Retail Group: 81.4% gross margin, exceeding 75.0% hurdle floor","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=216632, cogs_rate=0.186)","http_status":200,"latency_ms":135,"raw_payload":"{\"gross_margin\":0.814,\"hurdle_rate\":0.75,\"status\":\"approved\"}","gross_margin":0.814,"hurdle_rate":0.75,"margin_status":"passed"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"finance.pricing_calculator.evaluateGrossMargin(revenue=216632, cogs_rate=0.186)"}},{"episode_id":"crm_01005","actor":"rep_06","timestamp":"2026-03-10T03:00:00.000Z","source":"salesforce","event_type":"precedent_searched","object":"record:crm_01005:04","content":"Precedent search: 3 comparable deals in fintech/healthcare approved at 22-25% discount in prior 2 quarters","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)","http_status":200,"latency_ms":275,"raw_payload":"{\"matched_precedents\":[{\"id\":\"crm_00214\",\"discount\":0.23,\"status\":\"approved\"},{\"id\":\"crm_00451\",\"discount\":0.25,\"status\":\"approved\"}]}","precedents_found":3,"average_discount":0.23,"precedent_deal_ids":["crm_00214","crm_00451"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"proverify.vector_db.searchPrecedents(industry=\"FinTech\", term_years=3, discount_bracket=\"20-25%\", top_k=3)"}},{"episode_id":"crm_01005","actor":"rep_06","timestamp":"2026-03-10T03:17:00.000Z","source":"salesforce","event_type":"risk_assessed","object":"record:crm_01005:05","content":"Commercial risk review for Apex Retail Group: Low risk due to 3-year upfront commitment and logo prestige","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)","http_status":200,"latency_ms":150,"raw_payload":"{\"risk_score\":0.14,\"tier\":\"low_risk\",\"notes\":\"Upfront annual cash reduces counterparty risk\"}","payment_risk":"low","implementation_complexity":"standard","churn_risk":"low"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"proverify.risk_evaluator.scoreDealRisk(payment_risk=\"low\", logo_tier=\"Tier1\", contract_duration=3)"}},{"episode_id":"crm_01005","actor":"rep_06","timestamp":"2026-03-10T03:02:00.000Z","source":"salesforce","event_type":"approval_recommended","object":"record:crm_01005:06","content":"Recommended approval for Apex Retail Group discount with conditional clause: annual upfront payment required","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01005\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])","http_status":200,"latency_ms":193,"raw_payload":"{\"decision\":\"approve_with_conditions\",\"required_riders\":[\"Annual upfront payment terms\",\"Marketing logo rights\"]}","recommendation":"approve_with_conditions","conditions":["annual_upfront_payment","case_study_agreement"]},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"dealdesk.api.submitRecommendation(exception_id=\"exc_crm_01005\", decision=\"approve_with_conditions\", clauses=[\"annual_upfront\"])"}},{"episode_id":"crm_01005","actor":"rep_06","timestamp":"2026-03-10T03:07:00.000Z","source":"salesforce","event_type":"finance_notified","object":"record:crm_01005:07","content":"Finance & VP Sales approval packet dispatched via Slack #deal-desk for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])","http_status":200,"latency_ms":151,"raw_payload":"{\"ok\":true,\"channel\":\"C03DEALDESK\",\"ts\":\"1741002930.001\"}","notified_channel":"#deal-desk-approvals","packet_id":"pkg_crm_01005"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"slack.api.postMessage(channel=\"#deal-desk-approvals\", blocks=[{\"type\":\"header\",\"text\":\"Pricing Exception: Apex Retail Group\"}])"}},{"episode_id":"crm_01005","actor":"rep_06","timestamp":"2026-03-10T03:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01005:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01005)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01005\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":251,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01005\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01006","actor":"rep_31","actor_name":"Aisha Taylor","company":"Stripe Technologies","opened_at":"2026-03-20T06:30:00.000Z","closed_at":"2026-03-20T07:26:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($413k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01006","actor":"rep_31","timestamp":"2026-03-20T06:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01006:00","content":"Operational trigger received from salesforce for Stripe Technologies ($413k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":161,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01006","actor":"rep_31","timestamp":"2026-03-20T06:36:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01006:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01006","actor":"rep_31","timestamp":"2026-03-20T06:50:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01006:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01006","actor":"rep_31","timestamp":"2026-03-20T06:42:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01006:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01006","actor":"rep_31","timestamp":"2026-03-20T06:58:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01006:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01006","actor":"rep_31","timestamp":"2026-03-20T07:20:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01006:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01006","actor":"rep_31","timestamp":"2026-03-20T07:30:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01006:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01006","actor":"rep_31","timestamp":"2026-03-20T07:40:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01006:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01006","actor":"rep_31","timestamp":"2026-03-20T07:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01006:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01006)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01006\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01006\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01007","actor":"rep_20","actor_name":"Maya Patel","company":"NovaBio Labs","opened_at":"2026-02-11T16:25:00.000Z","closed_at":"2026-02-11T16:57:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($170k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01007","actor":"rep_20","timestamp":"2026-02-11T16:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01007:00","content":"Operational trigger received from salesforce for NovaBio Labs ($170k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$170k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01007","actor":"rep_20","timestamp":"2026-02-11T16:29:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01007:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01007","actor":"rep_20","timestamp":"2026-02-11T16:33:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01007:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01007","actor":"rep_20","timestamp":"2026-02-11T16:55:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01007:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01007","actor":"rep_20","timestamp":"2026-02-11T17:01:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01007:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01007","actor":"rep_20","timestamp":"2026-02-11T16:55:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01007:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01007","actor":"rep_20","timestamp":"2026-02-11T17:31:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01007:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01007","actor":"rep_20","timestamp":"2026-02-11T16:46:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01007:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01007","actor":"rep_20","timestamp":"2026-02-11T16:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01007:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01007)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01007\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":102,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01007\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01008","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-02-05T08:33:00.000Z","closed_at":"2026-02-05T09:13:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($147k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01008","actor":"rep_25","timestamp":"2026-02-05T08:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01008:00","content":"Operational trigger received from salesforce for NovaBio Labs ($147k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":61,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$147k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01008","actor":"rep_25","timestamp":"2026-02-05T08:37:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01008:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01008","actor":"rep_25","timestamp":"2026-02-05T08:43:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01008:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01008","actor":"rep_25","timestamp":"2026-02-05T08:54:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01008:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01008","actor":"rep_25","timestamp":"2026-02-05T09:01:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01008:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01008","actor":"rep_25","timestamp":"2026-02-05T09:23:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01008:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01008","actor":"rep_25","timestamp":"2026-02-05T09:15:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01008:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01008","actor":"rep_25","timestamp":"2026-02-05T09:36:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01008:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01008","actor":"rep_25","timestamp":"2026-02-05T09:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01008:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01008)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01008\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01008\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01009","actor":"rep_20","actor_name":"Maya Patel","company":"Beacon Energy","opened_at":"2026-03-29T16:43:00.000Z","closed_at":"2026-03-29T17:15:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($205k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01009","actor":"rep_20","timestamp":"2026-03-29T16:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01009:00","content":"Operational trigger received from salesforce for Beacon Energy ($205k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$205k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01009","actor":"rep_20","timestamp":"2026-03-29T16:54:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01009:01","content":"questionnaire received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01009","actor":"rep_20","timestamp":"2026-03-29T16:59:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01009:02","content":"knowledge base searched recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01009","actor":"rep_20","timestamp":"2026-03-29T16:55:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01009:03","content":"controls retrieved recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01009","actor":"rep_20","timestamp":"2026-03-29T17:03:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01009:04","content":"answers drafted recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01009","actor":"rep_20","timestamp":"2026-03-29T17:28:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01009:05","content":"citations checked recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01009","actor":"rep_20","timestamp":"2026-03-29T17:25:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01009:06","content":"security reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01009","actor":"rep_20","timestamp":"2026-03-29T17:25:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01009:07","content":"response sent recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01009","actor":"rep_20","timestamp":"2026-03-29T17:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01009:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01009)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01009\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":192,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01009\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01010","actor":"rep_37","actor_name":"Sophia Zhang","company":"FinTech Global","opened_at":"2026-03-01T05:48:00.000Z","closed_at":"2026-03-01T06:20:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($143k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01010","actor":"rep_37","timestamp":"2026-03-01T05:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01010:00","content":"Operational trigger received from salesforce for FinTech Global ($143k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":256,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$143k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01010","actor":"rep_37","timestamp":"2026-03-01T05:51:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01010:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01010","actor":"rep_37","timestamp":"2026-03-01T06:00:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01010:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01010","actor":"rep_37","timestamp":"2026-03-01T06:21:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01010:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01010","actor":"rep_37","timestamp":"2026-03-01T06:12:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01010:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01010","actor":"rep_37","timestamp":"2026-03-01T06:43:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01010:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01010","actor":"rep_37","timestamp":"2026-03-01T06:06:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01010:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01010","actor":"rep_37","timestamp":"2026-03-01T06:23:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01010:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01010","actor":"rep_37","timestamp":"2026-03-01T06:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01010:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01010)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01010\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":163,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01010\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01011","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-02-28T22:08:00.000Z","closed_at":"2026-02-28T23:28:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($125k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01011","actor":"rep_06","timestamp":"2026-02-28T22:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01011:00","content":"Operational trigger received from salesforce for Catalyst Software ($125k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$125k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01011","actor":"rep_06","timestamp":"2026-02-28T22:13:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01011:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01011","actor":"rep_06","timestamp":"2026-02-28T22:30:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01011:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01011","actor":"rep_06","timestamp":"2026-02-28T22:35:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01011:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01011","actor":"rep_06","timestamp":"2026-02-28T22:24:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01011:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01011","actor":"rep_06","timestamp":"2026-02-28T22:48:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01011:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01011","actor":"rep_06","timestamp":"2026-02-28T22:26:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01011:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01011","actor":"rep_06","timestamp":"2026-02-28T22:36:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01011:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01011","actor":"rep_06","timestamp":"2026-02-28T23:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01011:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01011)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01011\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":185,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01011\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01012","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-02-12T15:01:00.000Z","closed_at":"2026-02-12T15:25:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($147k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01012","actor":"rep_01","timestamp":"2026-02-12T15:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01012:00","content":"Operational trigger received from salesforce for FinTech Global ($147k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":200,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$147k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01012","actor":"rep_01","timestamp":"2026-02-12T15:06:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01012:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01012","actor":"rep_01","timestamp":"2026-02-12T15:21:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01012:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01012","actor":"rep_01","timestamp":"2026-02-12T15:31:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01012:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01012","actor":"rep_01","timestamp":"2026-02-12T15:41:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01012:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01012","actor":"rep_01","timestamp":"2026-02-12T15:41:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01012:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01012","actor":"rep_01","timestamp":"2026-02-12T15:19:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01012:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01012","actor":"rep_01","timestamp":"2026-02-12T16:18:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01012:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01012","actor":"rep_01","timestamp":"2026-02-12T15:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01012:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01012)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01012\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":234,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01012\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01013","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-01-24T21:52:00.000Z","closed_at":"2026-01-24T22:40:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($249k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01013","actor":"rep_20","timestamp":"2026-01-24T21:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01013:00","content":"Operational trigger received from salesforce for Acme Health Systems ($249k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":192,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$249k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01013","actor":"rep_20","timestamp":"2026-01-24T21:59:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01013:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01013","actor":"rep_20","timestamp":"2026-01-24T22:02:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01013:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01013","actor":"rep_20","timestamp":"2026-01-24T22:22:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01013:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01013","actor":"rep_20","timestamp":"2026-01-24T22:24:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01013:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01013","actor":"rep_20","timestamp":"2026-01-24T22:47:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01013:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01013","actor":"rep_20","timestamp":"2026-01-24T22:46:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01013:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01013","actor":"rep_20","timestamp":"2026-01-24T22:13:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01013:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01013","actor":"rep_20","timestamp":"2026-01-24T22:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01013:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01013)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01013\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":96,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01013\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01014","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-01-30T05:04:00.000Z","closed_at":"2026-01-30T06:00:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($261k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01014","actor":"rep_09","timestamp":"2026-01-30T05:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01014:00","content":"Operational trigger received from salesforce for Vanguard Financial ($261k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":70,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$261k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01014","actor":"rep_09","timestamp":"2026-01-30T05:13:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01014:01","content":"questionnaire received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01014","actor":"rep_09","timestamp":"2026-01-30T05:14:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01014:02","content":"knowledge base searched recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01014","actor":"rep_09","timestamp":"2026-01-30T05:28:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01014:03","content":"controls retrieved recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01014","actor":"rep_09","timestamp":"2026-01-30T05:40:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01014:04","content":"answers drafted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01014","actor":"rep_09","timestamp":"2026-01-30T05:54:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01014:05","content":"citations checked recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01014","actor":"rep_09","timestamp":"2026-01-30T05:52:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01014:06","content":"security reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01014","actor":"rep_09","timestamp":"2026-01-30T06:07:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01014:07","content":"response sent recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01014","actor":"rep_09","timestamp":"2026-01-30T06:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01014:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01014)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01014\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01014\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01015","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-03-08T14:28:00.000Z","closed_at":"2026-03-08T15:08:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($257k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01015","actor":"rep_11","timestamp":"2026-03-08T14:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01015:00","content":"Operational trigger received from salesforce for Meridian Logistics ($257k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$257k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01015","actor":"rep_11","timestamp":"2026-03-08T14:37:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01015:01","content":"questionnaire received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01015","actor":"rep_11","timestamp":"2026-03-08T14:42:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01015:02","content":"knowledge base searched recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01015","actor":"rep_11","timestamp":"2026-03-08T14:49:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01015:03","content":"controls retrieved recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01015","actor":"rep_11","timestamp":"2026-03-08T14:56:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01015:04","content":"answers drafted recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01015","actor":"rep_11","timestamp":"2026-03-08T15:13:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01015:05","content":"citations checked recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01015","actor":"rep_11","timestamp":"2026-03-08T15:10:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01015:06","content":"security reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01015","actor":"rep_11","timestamp":"2026-03-08T15:03:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01015:07","content":"response sent recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01015","actor":"rep_11","timestamp":"2026-03-08T15:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01015:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01015)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01015\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":225,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01015\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01016","actor":"rep_19","actor_name":"James Wilson","company":"NovaBio Labs","opened_at":"2026-03-24T21:26:00.000Z","closed_at":"2026-03-24T22:30:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($154k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01016","actor":"rep_19","timestamp":"2026-03-24T21:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01016:00","content":"Operational trigger received from salesforce for NovaBio Labs ($154k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":225,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$154k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01016","actor":"rep_19","timestamp":"2026-03-24T21:36:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01016:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01016","actor":"rep_19","timestamp":"2026-03-24T21:44:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01016:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01016","actor":"rep_19","timestamp":"2026-03-24T21:35:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01016:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01016","actor":"rep_19","timestamp":"2026-03-24T21:54:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01016:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01016","actor":"rep_19","timestamp":"2026-03-24T21:56:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01016:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01016","actor":"rep_19","timestamp":"2026-03-24T22:14:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01016:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01016","actor":"rep_19","timestamp":"2026-03-24T22:29:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01016:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01016","actor":"rep_19","timestamp":"2026-03-24T22:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01016:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01016)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01016\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":282,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01016\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01017","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-01-11T18:11:00.000Z","closed_at":"2026-01-11T19:07:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($325k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01017","actor":"rep_01","timestamp":"2026-01-11T18:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01017:00","content":"Operational trigger received from salesforce for Catalyst Software ($325k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$325k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01017","actor":"rep_01","timestamp":"2026-01-11T18:19:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01017:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01017","actor":"rep_01","timestamp":"2026-01-11T18:23:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01017:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01017","actor":"rep_01","timestamp":"2026-01-11T18:32:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01017:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01017","actor":"rep_01","timestamp":"2026-01-11T18:51:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01017:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01017","actor":"rep_01","timestamp":"2026-01-11T18:26:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01017:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01017","actor":"rep_01","timestamp":"2026-01-11T18:29:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01017:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01017","actor":"rep_01","timestamp":"2026-01-11T18:53:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01017:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01017","actor":"rep_01","timestamp":"2026-01-11T19:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01017:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01017)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01017\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":133,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01017\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01018","actor":"rep_19","actor_name":"James Wilson","company":"Nexus AI","opened_at":"2026-02-11T02:51:00.000Z","closed_at":"2026-02-11T04:03:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($250k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01018","actor":"rep_19","timestamp":"2026-02-11T02:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01018:00","content":"Operational trigger received from salesforce for Nexus AI ($250k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$250k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01018","actor":"rep_19","timestamp":"2026-02-11T02:59:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01018:01","content":"questionnaire received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01018","actor":"rep_19","timestamp":"2026-02-11T03:05:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01018:02","content":"knowledge base searched recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01018","actor":"rep_19","timestamp":"2026-02-11T03:03:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01018:03","content":"controls retrieved recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01018","actor":"rep_19","timestamp":"2026-02-11T03:15:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01018:04","content":"answers drafted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01018","actor":"rep_19","timestamp":"2026-02-11T03:06:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01018:05","content":"citations checked recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01018","actor":"rep_19","timestamp":"2026-02-11T03:33:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01018:06","content":"security reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01018","actor":"rep_19","timestamp":"2026-02-11T03:33:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01018:07","content":"response sent recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01018","actor":"rep_19","timestamp":"2026-02-11T04:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01018:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01018)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01018\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":267,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01018\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01019","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-03-03T08:35:00.000Z","closed_at":"2026-03-03T08:59:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($204k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01019","actor":"rep_14","timestamp":"2026-03-03T08:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01019:00","content":"Operational trigger received from salesforce for Stripe Technologies ($204k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$204k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01019","actor":"rep_14","timestamp":"2026-03-03T08:46:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01019:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01019","actor":"rep_14","timestamp":"2026-03-03T08:45:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01019:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01019","actor":"rep_14","timestamp":"2026-03-03T09:08:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01019:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01019","actor":"rep_14","timestamp":"2026-03-03T09:07:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01019:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01019","actor":"rep_14","timestamp":"2026-03-03T09:15:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01019:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01019","actor":"rep_14","timestamp":"2026-03-03T09:23:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01019:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01019","actor":"rep_14","timestamp":"2026-03-03T09:38:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01019:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01019","actor":"rep_14","timestamp":"2026-03-03T08:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01019:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01019)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01019\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01019\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01020","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-02-17T16:44:00.000Z","closed_at":"2026-02-17T18:12:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($429k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01020","actor":"rep_20","timestamp":"2026-02-17T16:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01020:00","content":"Operational trigger received from salesforce for Acme Health Systems ($429k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$429k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01020","actor":"rep_20","timestamp":"2026-02-17T16:53:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01020:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01020","actor":"rep_20","timestamp":"2026-02-17T16:50:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01020:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01020","actor":"rep_20","timestamp":"2026-02-17T17:11:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01020:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01020","actor":"rep_20","timestamp":"2026-02-17T17:08:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01020:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01020","actor":"rep_20","timestamp":"2026-02-17T16:59:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01020:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01020","actor":"rep_20","timestamp":"2026-02-17T17:38:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01020:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01020","actor":"rep_20","timestamp":"2026-02-17T17:26:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01020:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01020","actor":"rep_20","timestamp":"2026-02-17T18:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01020:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01020)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01020\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":125,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01020\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01021","actor":"rep_20","actor_name":"Maya Patel","company":"Beacon Energy","opened_at":"2026-01-11T20:35:00.000Z","closed_at":"2026-01-11T21:31:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($285k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01021","actor":"rep_20","timestamp":"2026-01-11T20:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01021:00","content":"Operational trigger received from salesforce for Beacon Energy ($285k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$285k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01021","actor":"rep_20","timestamp":"2026-01-11T20:46:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01021:01","content":"questionnaire received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01021","actor":"rep_20","timestamp":"2026-01-11T20:47:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01021:02","content":"knowledge base searched recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01021","actor":"rep_20","timestamp":"2026-01-11T20:50:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01021:03","content":"controls retrieved recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01021","actor":"rep_20","timestamp":"2026-01-11T21:19:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01021:04","content":"answers drafted recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01021","actor":"rep_20","timestamp":"2026-01-11T20:55:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01021:05","content":"citations checked recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01021","actor":"rep_20","timestamp":"2026-01-11T21:23:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01021:06","content":"security reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01021","actor":"rep_20","timestamp":"2026-01-11T21:31:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01021:07","content":"response sent recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01021","actor":"rep_20","timestamp":"2026-01-11T21:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01021:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01021)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01021\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":250,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01021\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01022","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-02-06T19:14:00.000Z","closed_at":"2026-02-06T20:42:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($314k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01022","actor":"rep_09","timestamp":"2026-02-06T19:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01022:00","content":"Operational trigger received from salesforce for Acme Health Systems ($314k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":156,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$314k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01022","actor":"rep_09","timestamp":"2026-02-06T19:19:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01022:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01022","actor":"rep_09","timestamp":"2026-02-06T19:32:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01022:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01022","actor":"rep_09","timestamp":"2026-02-06T19:32:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01022:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01022","actor":"rep_09","timestamp":"2026-02-06T19:30:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01022:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01022","actor":"rep_09","timestamp":"2026-02-06T19:29:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01022:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01022","actor":"rep_09","timestamp":"2026-02-06T19:56:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01022:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01022","actor":"rep_09","timestamp":"2026-02-06T19:49:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01022:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01022","actor":"rep_09","timestamp":"2026-02-06T20:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01022:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01022)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01022\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01022\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01023","actor":"rep_25","actor_name":"Carlos Mendez","company":"Meridian Logistics","opened_at":"2026-01-31T12:04:00.000Z","closed_at":"2026-01-31T13:08:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($359k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01023","actor":"rep_25","timestamp":"2026-01-31T12:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01023:00","content":"Operational trigger received from salesforce for Meridian Logistics ($359k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":174,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$359k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01023","actor":"rep_25","timestamp":"2026-01-31T12:09:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01023:01","content":"questionnaire received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01023","actor":"rep_25","timestamp":"2026-01-31T12:20:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01023:02","content":"knowledge base searched recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01023","actor":"rep_25","timestamp":"2026-01-31T12:22:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01023:03","content":"controls retrieved recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01023","actor":"rep_25","timestamp":"2026-01-31T12:32:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01023:04","content":"answers drafted recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01023","actor":"rep_25","timestamp":"2026-01-31T12:44:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01023:05","content":"citations checked recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01023","actor":"rep_25","timestamp":"2026-01-31T12:46:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01023:06","content":"security reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01023","actor":"rep_25","timestamp":"2026-01-31T12:39:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01023:07","content":"response sent recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01023","actor":"rep_25","timestamp":"2026-01-31T13:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01023:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01023)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01023\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01023\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01024","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-01-11T08:47:00.000Z","closed_at":"2026-01-11T09:11:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($396k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01024","actor":"rep_11","timestamp":"2026-01-11T08:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01024:00","content":"Operational trigger received from salesforce for Catalyst Software ($396k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":106,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$396k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01024","actor":"rep_11","timestamp":"2026-01-11T08:52:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01024:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01024","actor":"rep_11","timestamp":"2026-01-11T09:07:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01024:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01024","actor":"rep_11","timestamp":"2026-01-11T08:59:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01024:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01024","actor":"rep_11","timestamp":"2026-01-11T09:27:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01024:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01024","actor":"rep_11","timestamp":"2026-01-11T09:32:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01024:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01024","actor":"rep_11","timestamp":"2026-01-11T09:11:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01024:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01024","actor":"rep_11","timestamp":"2026-01-11T09:57:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01024:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01024","actor":"rep_11","timestamp":"2026-01-11T09:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01024:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01024)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01024\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":229,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01024\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01025","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-01-15T18:49:00.000Z","closed_at":"2026-01-15T19:29:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($349k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01025","actor":"rep_11","timestamp":"2026-01-15T18:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01025:00","content":"Operational trigger received from salesforce for FinTech Global ($349k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":268,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$349k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01025","actor":"rep_11","timestamp":"2026-01-15T18:59:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01025:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01025","actor":"rep_11","timestamp":"2026-01-15T19:11:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01025:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01025","actor":"rep_11","timestamp":"2026-01-15T19:01:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01025:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01025","actor":"rep_11","timestamp":"2026-01-15T19:09:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01025:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01025","actor":"rep_11","timestamp":"2026-01-15T19:19:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01025:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01025","actor":"rep_11","timestamp":"2026-01-15T19:25:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01025:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01025","actor":"rep_11","timestamp":"2026-01-15T19:17:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01025:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01025","actor":"rep_11","timestamp":"2026-01-15T19:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01025:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01025)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01025\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":80,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01025\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01026","actor":"rep_31","actor_name":"Aisha Taylor","company":"FinTech Global","opened_at":"2026-03-31T00:16:00.000Z","closed_at":"2026-03-31T01:04:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($267k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01026","actor":"rep_31","timestamp":"2026-03-31T00:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01026:00","content":"Operational trigger received from salesforce for FinTech Global ($267k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":102,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$267k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01026","actor":"rep_31","timestamp":"2026-03-31T00:19:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01026:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01026","actor":"rep_31","timestamp":"2026-03-31T00:32:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01026:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01026","actor":"rep_31","timestamp":"2026-03-31T00:40:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01026:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01026","actor":"rep_31","timestamp":"2026-03-31T00:36:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01026:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01026","actor":"rep_31","timestamp":"2026-03-31T00:51:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01026:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01026","actor":"rep_31","timestamp":"2026-03-31T01:22:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01026:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01026","actor":"rep_31","timestamp":"2026-03-31T00:44:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01026:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01026","actor":"rep_31","timestamp":"2026-03-31T01:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01026:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01026)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01026\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":204,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01026\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01027","actor":"rep_11","actor_name":"David Kim","company":"Stripe Technologies","opened_at":"2026-01-13T19:47:00.000Z","closed_at":"2026-01-13T21:15:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($378k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01027","actor":"rep_11","timestamp":"2026-01-13T19:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01027:00","content":"Operational trigger received from salesforce for Stripe Technologies ($378k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":72,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$378k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01027","actor":"rep_11","timestamp":"2026-01-13T19:51:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01027:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01027","actor":"rep_11","timestamp":"2026-01-13T19:57:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01027:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01027","actor":"rep_11","timestamp":"2026-01-13T20:08:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01027:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01027","actor":"rep_11","timestamp":"2026-01-13T20:27:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01027:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01027","actor":"rep_11","timestamp":"2026-01-13T20:12:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01027:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01027","actor":"rep_11","timestamp":"2026-01-13T20:41:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01027:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01027","actor":"rep_11","timestamp":"2026-01-13T20:57:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01027:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01027","actor":"rep_11","timestamp":"2026-01-13T21:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01027:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01027)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01027\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":126,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01027\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01028","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-02-17T15:49:00.000Z","closed_at":"2026-02-17T16:37:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($302k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01028","actor":"rep_32","timestamp":"2026-02-17T15:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01028:00","content":"Operational trigger received from salesforce for FinTech Global ($302k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":207,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$302k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01028","actor":"rep_32","timestamp":"2026-02-17T15:56:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01028:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01028","actor":"rep_32","timestamp":"2026-02-17T15:57:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01028:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01028","actor":"rep_32","timestamp":"2026-02-17T16:07:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01028:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01028","actor":"rep_32","timestamp":"2026-02-17T16:05:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01028:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01028","actor":"rep_32","timestamp":"2026-02-17T16:39:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01028:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01028","actor":"rep_32","timestamp":"2026-02-17T16:13:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01028:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01028","actor":"rep_32","timestamp":"2026-02-17T16:10:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01028:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01028","actor":"rep_32","timestamp":"2026-02-17T16:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01028:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01028)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01028\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01028\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01029","actor":"rep_19","actor_name":"James Wilson","company":"Meridian Logistics","opened_at":"2026-02-24T21:05:00.000Z","closed_at":"2026-02-24T21:45:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($330k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01029","actor":"rep_19","timestamp":"2026-02-24T21:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01029:00","content":"Operational trigger received from salesforce for Meridian Logistics ($330k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$330k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01029","actor":"rep_19","timestamp":"2026-02-24T21:08:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01029:01","content":"questionnaire received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01029","actor":"rep_19","timestamp":"2026-02-24T21:25:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01029:02","content":"knowledge base searched recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01029","actor":"rep_19","timestamp":"2026-02-24T21:35:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01029:03","content":"controls retrieved recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01029","actor":"rep_19","timestamp":"2026-02-24T21:33:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01029:04","content":"answers drafted recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01029","actor":"rep_19","timestamp":"2026-02-24T21:40:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01029:05","content":"citations checked recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01029","actor":"rep_19","timestamp":"2026-02-24T21:35:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01029:06","content":"security reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01029","actor":"rep_19","timestamp":"2026-02-24T22:22:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01029:07","content":"response sent recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01029","actor":"rep_19","timestamp":"2026-02-24T21:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01029:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01029)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01029\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":191,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01029\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01030","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-02-13T04:21:00.000Z","closed_at":"2026-02-13T05:01:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($126k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01030","actor":"rep_06","timestamp":"2026-02-13T04:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01030:00","content":"Operational trigger received from salesforce for Meridian Logistics ($126k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":45,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$126k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01030","actor":"rep_06","timestamp":"2026-02-13T04:32:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01030:01","content":"questionnaire received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01030","actor":"rep_06","timestamp":"2026-02-13T04:39:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01030:02","content":"knowledge base searched recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01030","actor":"rep_06","timestamp":"2026-02-13T04:51:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01030:03","content":"controls retrieved recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01030","actor":"rep_06","timestamp":"2026-02-13T05:01:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01030:04","content":"answers drafted recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01030","actor":"rep_06","timestamp":"2026-02-13T05:11:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01030:05","content":"citations checked recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01030","actor":"rep_06","timestamp":"2026-02-13T04:45:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01030:06","content":"security reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01030","actor":"rep_06","timestamp":"2026-02-13T05:38:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01030:07","content":"response sent recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01030","actor":"rep_06","timestamp":"2026-02-13T05:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01030:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01030)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01030\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01030\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01031","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-03-28T03:17:00.000Z","closed_at":"2026-03-28T03:49:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($297k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01031","actor":"rep_32","timestamp":"2026-03-28T03:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01031:00","content":"Operational trigger received from salesforce for Nexus AI ($297k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$297k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01031","actor":"rep_32","timestamp":"2026-03-28T03:27:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01031:01","content":"questionnaire received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01031","actor":"rep_32","timestamp":"2026-03-28T03:25:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01031:02","content":"knowledge base searched recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01031","actor":"rep_32","timestamp":"2026-03-28T03:50:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01031:03","content":"controls retrieved recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01031","actor":"rep_32","timestamp":"2026-03-28T03:29:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01031:04","content":"answers drafted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01031","actor":"rep_32","timestamp":"2026-03-28T04:12:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01031:05","content":"citations checked recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01031","actor":"rep_32","timestamp":"2026-03-28T03:35:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01031:06","content":"security reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01031","actor":"rep_32","timestamp":"2026-03-28T04:06:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01031:07","content":"response sent recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01031","actor":"rep_32","timestamp":"2026-03-28T03:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01031:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01031)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01031\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":108,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01031\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01032","actor":"rep_31","actor_name":"Aisha Taylor","company":"Meridian Logistics","opened_at":"2026-01-26T21:47:00.000Z","closed_at":"2026-01-26T23:15:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($380k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01032","actor":"rep_31","timestamp":"2026-01-26T21:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01032:00","content":"Operational trigger received from salesforce for Meridian Logistics ($380k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$380k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01032","actor":"rep_31","timestamp":"2026-01-26T21:56:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01032:01","content":"questionnaire received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01032","actor":"rep_31","timestamp":"2026-01-26T22:01:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01032:02","content":"knowledge base searched recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01032","actor":"rep_31","timestamp":"2026-01-26T21:59:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01032:03","content":"controls retrieved recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01032","actor":"rep_31","timestamp":"2026-01-26T22:03:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01032:04","content":"answers drafted recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01032","actor":"rep_31","timestamp":"2026-01-26T22:32:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01032:05","content":"citations checked recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01032","actor":"rep_31","timestamp":"2026-01-26T22:35:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01032:06","content":"security reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01032","actor":"rep_31","timestamp":"2026-01-26T22:57:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01032:07","content":"response sent recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01032","actor":"rep_31","timestamp":"2026-01-26T23:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01032:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01032)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01032\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":161,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01032\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01033","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-01-24T12:45:00.000Z","closed_at":"2026-01-24T14:05:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($348k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01033","actor":"rep_37","timestamp":"2026-01-24T12:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01033:00","content":"Operational trigger received from salesforce for Vertex Cyber ($348k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":165,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$348k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01033","actor":"rep_37","timestamp":"2026-01-24T12:52:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01033:01","content":"questionnaire received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01033","actor":"rep_37","timestamp":"2026-01-24T12:53:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01033:02","content":"knowledge base searched recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01033","actor":"rep_37","timestamp":"2026-01-24T13:06:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01033:03","content":"controls retrieved recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01033","actor":"rep_37","timestamp":"2026-01-24T13:17:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01033:04","content":"answers drafted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01033","actor":"rep_37","timestamp":"2026-01-24T13:35:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01033:05","content":"citations checked recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01033","actor":"rep_37","timestamp":"2026-01-24T13:33:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01033:06","content":"security reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01033","actor":"rep_37","timestamp":"2026-01-24T13:41:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01033:07","content":"response sent recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01033","actor":"rep_37","timestamp":"2026-01-24T14:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01033:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01033)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01033\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":178,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01033\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01034","actor":"rep_19","actor_name":"James Wilson","company":"Catalyst Software","opened_at":"2026-01-13T05:45:00.000Z","closed_at":"2026-01-13T06:57:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($406k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01034","actor":"rep_19","timestamp":"2026-01-13T05:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01034:00","content":"Operational trigger received from salesforce for Catalyst Software ($406k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$406k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01034","actor":"rep_19","timestamp":"2026-01-13T05:52:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01034:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01034","actor":"rep_19","timestamp":"2026-01-13T06:05:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01034:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01034","actor":"rep_19","timestamp":"2026-01-13T06:15:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01034:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01034","actor":"rep_19","timestamp":"2026-01-13T05:57:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01034:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01034","actor":"rep_19","timestamp":"2026-01-13T06:00:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01034:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01034","actor":"rep_19","timestamp":"2026-01-13T06:51:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01034:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01034","actor":"rep_19","timestamp":"2026-01-13T06:41:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01034:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01034","actor":"rep_19","timestamp":"2026-01-13T06:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01034:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01034)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01034\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01034\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01035","actor":"rep_25","actor_name":"Carlos Mendez","company":"Beacon Energy","opened_at":"2026-03-24T09:27:00.000Z","closed_at":"2026-03-24T10:47:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($148k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01035","actor":"rep_25","timestamp":"2026-03-24T09:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01035:00","content":"Operational trigger received from salesforce for Beacon Energy ($148k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":158,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$148k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01035","actor":"rep_25","timestamp":"2026-03-24T09:38:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01035:01","content":"questionnaire received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01035","actor":"rep_25","timestamp":"2026-03-24T09:37:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01035:02","content":"knowledge base searched recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01035","actor":"rep_25","timestamp":"2026-03-24T09:48:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01035:03","content":"controls retrieved recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01035","actor":"rep_25","timestamp":"2026-03-24T09:43:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01035:04","content":"answers drafted recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01035","actor":"rep_25","timestamp":"2026-03-24T09:42:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01035:05","content":"citations checked recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01035","actor":"rep_25","timestamp":"2026-03-24T09:57:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01035:06","content":"security reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01035","actor":"rep_25","timestamp":"2026-03-24T10:16:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01035:07","content":"response sent recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01035","actor":"rep_25","timestamp":"2026-03-24T10:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01035:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01035)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01035\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01035\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01036","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-03-20T06:37:00.000Z","closed_at":"2026-03-20T07:17:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($211k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01036","actor":"rep_09","timestamp":"2026-03-20T06:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01036:00","content":"Operational trigger received from salesforce for Acme Health Systems ($211k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$211k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01036","actor":"rep_09","timestamp":"2026-03-20T06:44:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01036:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01036","actor":"rep_09","timestamp":"2026-03-20T06:57:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01036:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01036","actor":"rep_09","timestamp":"2026-03-20T07:04:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01036:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01036","actor":"rep_09","timestamp":"2026-03-20T07:09:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01036:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01036","actor":"rep_09","timestamp":"2026-03-20T07:22:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01036:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01036","actor":"rep_09","timestamp":"2026-03-20T07:13:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01036:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01036","actor":"rep_09","timestamp":"2026-03-20T07:33:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01036:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01036","actor":"rep_09","timestamp":"2026-03-20T07:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01036:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01036)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01036\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":246,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01036\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01037","actor":"rep_09","actor_name":"Elena Rostova","company":"Apex Retail Group","opened_at":"2026-03-12T19:13:00.000Z","closed_at":"2026-03-12T20:09:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($205k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01037","actor":"rep_09","timestamp":"2026-03-12T19:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01037:00","content":"Operational trigger received from salesforce for Apex Retail Group ($205k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":69,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$205k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01037","actor":"rep_09","timestamp":"2026-03-12T19:24:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01037:01","content":"questionnaire received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01037","actor":"rep_09","timestamp":"2026-03-12T19:31:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01037:02","content":"knowledge base searched recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01037","actor":"rep_09","timestamp":"2026-03-12T19:43:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01037:03","content":"controls retrieved recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01037","actor":"rep_09","timestamp":"2026-03-12T19:37:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01037:04","content":"answers drafted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01037","actor":"rep_09","timestamp":"2026-03-12T19:28:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01037:05","content":"citations checked recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01037","actor":"rep_09","timestamp":"2026-03-12T20:01:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01037:06","content":"security reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01037","actor":"rep_09","timestamp":"2026-03-12T20:23:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01037:07","content":"response sent recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01037","actor":"rep_09","timestamp":"2026-03-12T20:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01037:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01037)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01037\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01037\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01038","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-01-19T14:30:00.000Z","closed_at":"2026-01-19T15:34:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($253k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01038","actor":"rep_37","timestamp":"2026-01-19T14:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01038:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($253k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":133,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$253k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01038","actor":"rep_37","timestamp":"2026-01-19T14:41:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01038:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01038","actor":"rep_37","timestamp":"2026-01-19T14:42:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01038:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01038","actor":"rep_37","timestamp":"2026-01-19T14:48:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01038:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01038","actor":"rep_37","timestamp":"2026-01-19T14:46:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01038:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01038","actor":"rep_37","timestamp":"2026-01-19T15:05:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01038:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01038","actor":"rep_37","timestamp":"2026-01-19T15:24:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01038:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01038","actor":"rep_37","timestamp":"2026-01-19T14:51:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01038:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01038","actor":"rep_37","timestamp":"2026-01-19T15:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01038:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01038)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01038\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":186,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01038\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01039","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-03-12T02:56:00.000Z","closed_at":"2026-03-12T03:20:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($151k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01039","actor":"rep_25","timestamp":"2026-03-12T02:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01039:00","content":"Operational trigger received from salesforce for NovaBio Labs ($151k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":93,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$151k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01039","actor":"rep_25","timestamp":"2026-03-12T03:07:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01039:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01039","actor":"rep_25","timestamp":"2026-03-12T03:16:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01039:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01039","actor":"rep_25","timestamp":"2026-03-12T03:20:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01039:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01039","actor":"rep_25","timestamp":"2026-03-12T03:16:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01039:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01039","actor":"rep_25","timestamp":"2026-03-12T03:16:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01039:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01039","actor":"rep_25","timestamp":"2026-03-12T03:56:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01039:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01039","actor":"rep_25","timestamp":"2026-03-12T03:24:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01039:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01039","actor":"rep_25","timestamp":"2026-03-12T03:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01039:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01039)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01039\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01039\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01040","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-03-22T02:25:00.000Z","closed_at":"2026-03-22T03:45:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($152k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01040","actor":"rep_19","timestamp":"2026-03-22T02:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01040:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($152k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":256,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$152k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01040","actor":"rep_19","timestamp":"2026-03-22T02:29:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01040:01","content":"questionnaire received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01040","actor":"rep_19","timestamp":"2026-03-22T02:31:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01040:02","content":"knowledge base searched recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01040","actor":"rep_19","timestamp":"2026-03-22T02:46:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01040:03","content":"controls retrieved recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01040","actor":"rep_19","timestamp":"2026-03-22T02:45:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01040:04","content":"answers drafted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01040","actor":"rep_19","timestamp":"2026-03-22T03:20:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01040:05","content":"citations checked recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01040","actor":"rep_19","timestamp":"2026-03-22T02:55:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01040:06","content":"security reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01040","actor":"rep_19","timestamp":"2026-03-22T03:21:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01040:07","content":"response sent recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01040","actor":"rep_19","timestamp":"2026-03-22T03:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01040:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01040)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01040\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":97,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01040\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01041","actor":"rep_32","actor_name":"Liam O'Connor","company":"OmniChannel Inc","opened_at":"2026-01-13T00:16:00.000Z","closed_at":"2026-01-13T01:28:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($424k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01041","actor":"rep_32","timestamp":"2026-01-13T00:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01041:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($424k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":212,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$424k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01041","actor":"rep_32","timestamp":"2026-01-13T00:26:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01041:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01041","actor":"rep_32","timestamp":"2026-01-13T00:28:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01041:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01041","actor":"rep_32","timestamp":"2026-01-13T00:43:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01041:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01041","actor":"rep_32","timestamp":"2026-01-13T00:44:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01041:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01041","actor":"rep_32","timestamp":"2026-01-13T00:46:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01041:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01041","actor":"rep_32","timestamp":"2026-01-13T00:52:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01041:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01041","actor":"rep_32","timestamp":"2026-01-13T01:05:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01041:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":251,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01041","actor":"rep_32","timestamp":"2026-01-13T01:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01041:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01041)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01041\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":151,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01041\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01042","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-03-31T07:09:00.000Z","closed_at":"2026-03-31T07:57:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($418k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01042","actor":"rep_01","timestamp":"2026-03-31T07:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01042:00","content":"Operational trigger received from salesforce for NovaBio Labs ($418k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":220,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$418k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01042","actor":"rep_01","timestamp":"2026-03-31T07:15:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01042:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01042","actor":"rep_01","timestamp":"2026-03-31T07:27:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01042:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01042","actor":"rep_01","timestamp":"2026-03-31T07:27:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01042:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01042","actor":"rep_01","timestamp":"2026-03-31T07:33:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01042:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01042","actor":"rep_01","timestamp":"2026-03-31T08:04:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01042:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01042","actor":"rep_01","timestamp":"2026-03-31T07:51:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01042:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01042","actor":"rep_01","timestamp":"2026-03-31T08:19:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01042:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01042","actor":"rep_01","timestamp":"2026-03-31T07:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01042:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01042)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01042\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":171,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01042\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01043","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-02-15T06:38:00.000Z","closed_at":"2026-02-15T07:02:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($136k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01043","actor":"rep_01","timestamp":"2026-02-15T06:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01043:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($136k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":262,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$136k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01043","actor":"rep_01","timestamp":"2026-02-15T06:45:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01043:01","content":"questionnaire received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01043","actor":"rep_01","timestamp":"2026-02-15T06:54:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01043:02","content":"knowledge base searched recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01043","actor":"rep_01","timestamp":"2026-02-15T07:02:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01043:03","content":"controls retrieved recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01043","actor":"rep_01","timestamp":"2026-02-15T07:06:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01043:04","content":"answers drafted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01043","actor":"rep_01","timestamp":"2026-02-15T07:23:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01043:05","content":"citations checked recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01043","actor":"rep_01","timestamp":"2026-02-15T07:20:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01043:06","content":"security reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01043","actor":"rep_01","timestamp":"2026-02-15T07:20:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01043:07","content":"response sent recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01043","actor":"rep_01","timestamp":"2026-02-15T07:02:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01043:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01043)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01043\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":68,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01043\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01044","actor":"rep_14","actor_name":"Rachel Adams","company":"Vanguard Financial","opened_at":"2026-03-14T03:59:00.000Z","closed_at":"2026-03-14T05:27:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($83k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01044","actor":"rep_14","timestamp":"2026-03-14T03:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01044:00","content":"Operational trigger received from salesforce for Vanguard Financial ($83k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":274,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$83k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01044","actor":"rep_14","timestamp":"2026-03-14T04:07:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01044:01","content":"questionnaire received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01044","actor":"rep_14","timestamp":"2026-03-14T04:21:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01044:02","content":"knowledge base searched recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01044","actor":"rep_14","timestamp":"2026-03-14T04:32:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01044:03","content":"controls retrieved recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01044","actor":"rep_14","timestamp":"2026-03-14T04:43:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01044:04","content":"answers drafted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01044","actor":"rep_14","timestamp":"2026-03-14T04:19:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01044:05","content":"citations checked recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01044","actor":"rep_14","timestamp":"2026-03-14T04:29:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01044:06","content":"security reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01044","actor":"rep_14","timestamp":"2026-03-14T05:02:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01044:07","content":"response sent recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01044","actor":"rep_14","timestamp":"2026-03-14T05:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01044:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01044)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01044\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":100,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01044\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01045","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-01-22T20:45:00.000Z","closed_at":"2026-01-22T21:33:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($218k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01045","actor":"rep_06","timestamp":"2026-01-22T20:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01045:00","content":"Operational trigger received from salesforce for Apex Retail Group ($218k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$218k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01045","actor":"rep_06","timestamp":"2026-01-22T20:54:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01045:01","content":"questionnaire received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01045","actor":"rep_06","timestamp":"2026-01-22T21:07:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01045:02","content":"knowledge base searched recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01045","actor":"rep_06","timestamp":"2026-01-22T21:00:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01045:03","content":"controls retrieved recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01045","actor":"rep_06","timestamp":"2026-01-22T21:25:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01045:04","content":"answers drafted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01045","actor":"rep_06","timestamp":"2026-01-22T21:05:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01045:05","content":"citations checked recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01045","actor":"rep_06","timestamp":"2026-01-22T21:21:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01045:06","content":"security reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01045","actor":"rep_06","timestamp":"2026-01-22T21:55:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01045:07","content":"response sent recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01045","actor":"rep_06","timestamp":"2026-01-22T21:33:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01045:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01045)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01045\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":101,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01045\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01046","actor":"rep_25","actor_name":"Carlos Mendez","company":"CloudScale Data","opened_at":"2026-01-14T00:41:00.000Z","closed_at":"2026-01-14T02:09:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($397k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01046","actor":"rep_25","timestamp":"2026-01-14T00:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01046:00","content":"Operational trigger received from salesforce for CloudScale Data ($397k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":256,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$397k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01046","actor":"rep_25","timestamp":"2026-01-14T00:51:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01046:01","content":"questionnaire received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01046","actor":"rep_25","timestamp":"2026-01-14T00:59:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01046:02","content":"knowledge base searched recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01046","actor":"rep_25","timestamp":"2026-01-14T00:50:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01046:03","content":"controls retrieved recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01046","actor":"rep_25","timestamp":"2026-01-14T01:13:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01046:04","content":"answers drafted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01046","actor":"rep_25","timestamp":"2026-01-14T01:16:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01046:05","content":"citations checked recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"citations_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01046","actor":"rep_25","timestamp":"2026-01-14T01:23:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01046:06","content":"security reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01046","actor":"rep_25","timestamp":"2026-01-14T01:02:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01046:07","content":"response sent recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01046","actor":"rep_25","timestamp":"2026-01-14T02:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01046:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01046)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01046\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":78,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01046\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01047","actor":"rep_32","actor_name":"Liam O'Connor","company":"OmniChannel Inc","opened_at":"2026-03-29T22:01:00.000Z","closed_at":"2026-03-29T22:41:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($370k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01047","actor":"rep_32","timestamp":"2026-03-29T22:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01047:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($370k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$370k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01047","actor":"rep_32","timestamp":"2026-03-29T22:05:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01047:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01047","actor":"rep_32","timestamp":"2026-03-29T22:21:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01047:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01047","actor":"rep_32","timestamp":"2026-03-29T22:13:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01047:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01047","actor":"rep_32","timestamp":"2026-03-29T22:17:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01047:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01047","actor":"rep_32","timestamp":"2026-03-29T22:46:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01047:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01047","actor":"rep_32","timestamp":"2026-03-29T22:37:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01047:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01047","actor":"rep_32","timestamp":"2026-03-29T22:50:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01047:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01047","actor":"rep_32","timestamp":"2026-03-29T22:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01047:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01047)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01047\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":85,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01047\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01048","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-03-25T08:04:00.000Z","closed_at":"2026-03-25T09:00:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($465k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01048","actor":"rep_14","timestamp":"2026-03-25T08:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01048:00","content":"Operational trigger received from salesforce for Pinnacle Media ($465k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":240,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$465k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01048","actor":"rep_14","timestamp":"2026-03-25T08:12:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01048:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01048","actor":"rep_14","timestamp":"2026-03-25T08:16:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01048:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01048","actor":"rep_14","timestamp":"2026-03-25T08:22:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01048:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01048","actor":"rep_14","timestamp":"2026-03-25T08:48:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01048:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01048","actor":"rep_14","timestamp":"2026-03-25T08:29:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01048:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01048","actor":"rep_14","timestamp":"2026-03-25T08:40:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01048:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01048","actor":"rep_14","timestamp":"2026-03-25T09:14:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01048:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01048","actor":"rep_14","timestamp":"2026-03-25T09:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01048:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01048)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01048\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01048\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01049","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-01-14T13:49:00.000Z","closed_at":"2026-01-14T15:09:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($421k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01049","actor":"rep_20","timestamp":"2026-01-14T13:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01049:00","content":"Operational trigger received from salesforce for FinTech Global ($421k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$421k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01049","actor":"rep_20","timestamp":"2026-01-14T13:57:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01049:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01049","actor":"rep_20","timestamp":"2026-01-14T14:01:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01049:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01049","actor":"rep_20","timestamp":"2026-01-14T14:10:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01049:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01049","actor":"rep_20","timestamp":"2026-01-14T14:21:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01049:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01049","actor":"rep_20","timestamp":"2026-01-14T14:19:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01049:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01049","actor":"rep_20","timestamp":"2026-01-14T14:19:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01049:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01049","actor":"rep_20","timestamp":"2026-01-14T15:06:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01049:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01049","actor":"rep_20","timestamp":"2026-01-14T15:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01049:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01049)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01049\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":68,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01049\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01050","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-03-14T18:03:00.000Z","closed_at":"2026-03-14T19:07:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($343k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01050","actor":"rep_11","timestamp":"2026-03-14T18:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01050:00","content":"Operational trigger received from salesforce for Vanguard Financial ($343k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$343k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01050","actor":"rep_11","timestamp":"2026-03-14T18:10:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01050:01","content":"questionnaire received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01050","actor":"rep_11","timestamp":"2026-03-14T18:09:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01050:02","content":"knowledge base searched recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01050","actor":"rep_11","timestamp":"2026-03-14T18:24:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01050:03","content":"controls retrieved recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01050","actor":"rep_11","timestamp":"2026-03-14T18:15:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01050:04","content":"answers drafted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01050","actor":"rep_11","timestamp":"2026-03-14T18:33:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01050:05","content":"citations checked recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01050","actor":"rep_11","timestamp":"2026-03-14T18:27:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01050:06","content":"security reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01050","actor":"rep_11","timestamp":"2026-03-14T18:52:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01050:07","content":"response sent recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01050","actor":"rep_11","timestamp":"2026-03-14T19:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01050:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01050)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01050\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01050\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01051","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-03-01T00:52:00.000Z","closed_at":"2026-03-01T01:40:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($95k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01051","actor":"rep_37","timestamp":"2026-03-01T00:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01051:00","content":"Operational trigger received from salesforce for Nexus AI ($95k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$95k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01051","actor":"rep_37","timestamp":"2026-03-01T01:00:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01051:01","content":"questionnaire received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01051","actor":"rep_37","timestamp":"2026-03-01T01:10:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01051:02","content":"knowledge base searched recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01051","actor":"rep_37","timestamp":"2026-03-01T01:22:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01051:03","content":"controls retrieved recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01051","actor":"rep_37","timestamp":"2026-03-01T01:04:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01051:04","content":"answers drafted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01051","actor":"rep_37","timestamp":"2026-03-01T01:47:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01051:05","content":"citations checked recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01051","actor":"rep_37","timestamp":"2026-03-01T01:28:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01051:06","content":"security reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01051","actor":"rep_37","timestamp":"2026-03-01T01:27:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01051:07","content":"response sent recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01051","actor":"rep_37","timestamp":"2026-03-01T01:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01051:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01051)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01051\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01051\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01052","actor":"rep_06","actor_name":"Marcus Vance","company":"Sentinel Networks","opened_at":"2026-03-26T04:53:00.000Z","closed_at":"2026-03-26T05:25:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($347k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01052","actor":"rep_06","timestamp":"2026-03-26T04:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01052:00","content":"Operational trigger received from salesforce for Sentinel Networks ($347k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$347k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01052","actor":"rep_06","timestamp":"2026-03-26T04:57:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01052:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01052","actor":"rep_06","timestamp":"2026-03-26T05:13:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01052:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01052","actor":"rep_06","timestamp":"2026-03-26T05:17:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01052:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01052","actor":"rep_06","timestamp":"2026-03-26T05:21:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01052:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01052","actor":"rep_06","timestamp":"2026-03-26T05:48:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01052:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01052","actor":"rep_06","timestamp":"2026-03-26T05:23:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01052:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01052","actor":"rep_06","timestamp":"2026-03-26T05:14:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01052:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01052","actor":"rep_06","timestamp":"2026-03-26T05:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01052:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01052)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01052\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":270,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01052\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01053","actor":"rep_09","actor_name":"Elena Rostova","company":"OmniChannel Inc","opened_at":"2026-01-08T12:56:00.000Z","closed_at":"2026-01-08T14:00:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($53k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01053","actor":"rep_09","timestamp":"2026-01-08T12:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01053:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($53k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$53k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01053","actor":"rep_09","timestamp":"2026-01-08T13:00:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01053:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01053","actor":"rep_09","timestamp":"2026-01-08T13:04:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01053:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01053","actor":"rep_09","timestamp":"2026-01-08T13:17:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01053:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01053","actor":"rep_09","timestamp":"2026-01-08T13:32:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01053:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01053","actor":"rep_09","timestamp":"2026-01-08T13:21:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01053:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01053","actor":"rep_09","timestamp":"2026-01-08T14:02:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01053:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01053","actor":"rep_09","timestamp":"2026-01-08T13:59:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01053:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01053","actor":"rep_09","timestamp":"2026-01-08T14:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01053:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01053)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01053\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":186,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01053\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01054","actor":"rep_19","actor_name":"James Wilson","company":"Catalyst Software","opened_at":"2026-03-05T19:26:00.000Z","closed_at":"2026-03-05T20:06:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($286k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01054","actor":"rep_19","timestamp":"2026-03-05T19:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01054:00","content":"Operational trigger received from salesforce for Catalyst Software ($286k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":190,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$286k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01054","actor":"rep_19","timestamp":"2026-03-05T19:29:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01054:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01054","actor":"rep_19","timestamp":"2026-03-05T19:46:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01054:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01054","actor":"rep_19","timestamp":"2026-03-05T19:38:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01054:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01054","actor":"rep_19","timestamp":"2026-03-05T19:50:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01054:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01054","actor":"rep_19","timestamp":"2026-03-05T19:41:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01054:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01054","actor":"rep_19","timestamp":"2026-03-05T20:14:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01054:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01054","actor":"rep_19","timestamp":"2026-03-05T20:01:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01054:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01054","actor":"rep_19","timestamp":"2026-03-05T20:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01054:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01054)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01054\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01054\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01055","actor":"rep_32","actor_name":"Liam O'Connor","company":"CloudScale Data","opened_at":"2026-03-01T21:15:00.000Z","closed_at":"2026-03-01T22:27:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($120k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01055","actor":"rep_32","timestamp":"2026-03-01T21:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01055:00","content":"Operational trigger received from salesforce for CloudScale Data ($120k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$120k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01055","actor":"rep_32","timestamp":"2026-03-01T21:22:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01055:01","content":"questionnaire received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01055","actor":"rep_32","timestamp":"2026-03-01T21:31:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01055:02","content":"knowledge base searched recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01055","actor":"rep_32","timestamp":"2026-03-01T21:30:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01055:03","content":"controls retrieved recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01055","actor":"rep_32","timestamp":"2026-03-01T21:39:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01055:04","content":"answers drafted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01055","actor":"rep_32","timestamp":"2026-03-01T21:55:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01055:05","content":"citations checked recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"citations_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01055","actor":"rep_32","timestamp":"2026-03-01T21:57:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01055:06","content":"security reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01055","actor":"rep_32","timestamp":"2026-03-01T21:36:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01055:07","content":"response sent recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01055","actor":"rep_32","timestamp":"2026-03-01T22:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01055:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01055)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01055\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":125,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01055\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01056","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-01-21T19:58:00.000Z","closed_at":"2026-01-21T21:26:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($251k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01056","actor":"rep_32","timestamp":"2026-01-21T19:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01056:00","content":"Operational trigger received from salesforce for Nexus AI ($251k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":51,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$251k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01056","actor":"rep_32","timestamp":"2026-01-21T20:05:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01056:01","content":"questionnaire received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01056","actor":"rep_32","timestamp":"2026-01-21T20:06:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01056:02","content":"knowledge base searched recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01056","actor":"rep_32","timestamp":"2026-01-21T20:19:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01056:03","content":"controls retrieved recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01056","actor":"rep_32","timestamp":"2026-01-21T20:14:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01056:04","content":"answers drafted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01056","actor":"rep_32","timestamp":"2026-01-21T20:28:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01056:05","content":"citations checked recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01056","actor":"rep_32","timestamp":"2026-01-21T20:52:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01056:06","content":"security reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01056","actor":"rep_32","timestamp":"2026-01-21T21:15:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01056:07","content":"response sent recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01056","actor":"rep_32","timestamp":"2026-01-21T21:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01056:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01056)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01056\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":147,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01056\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01057","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-02-25T23:15:00.000Z","closed_at":"2026-02-25T23:55:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($288k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01057","actor":"rep_01","timestamp":"2026-02-25T23:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01057:00","content":"Operational trigger received from salesforce for Acme Health Systems ($288k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":163,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$288k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01057","actor":"rep_01","timestamp":"2026-02-25T23:20:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01057:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01057","actor":"rep_01","timestamp":"2026-02-25T23:33:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01057:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01057","actor":"rep_01","timestamp":"2026-02-25T23:30:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01057:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01057","actor":"rep_01","timestamp":"2026-02-25T23:39:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01057:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01057","actor":"rep_01","timestamp":"2026-02-25T23:35:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01057:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01057","actor":"rep_01","timestamp":"2026-02-26T00:21:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01057:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01057","actor":"rep_01","timestamp":"2026-02-25T23:36:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01057:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01057","actor":"rep_01","timestamp":"2026-02-25T23:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01057:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01057)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01057\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":80,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01057\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01058","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-01-25T10:28:00.000Z","closed_at":"2026-01-25T11:08:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($159k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01058","actor":"rep_19","timestamp":"2026-01-25T10:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01058:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($159k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":208,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$159k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01058","actor":"rep_19","timestamp":"2026-01-25T10:37:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01058:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01058","actor":"rep_19","timestamp":"2026-01-25T10:40:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01058:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01058","actor":"rep_19","timestamp":"2026-01-25T10:37:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01058:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01058","actor":"rep_19","timestamp":"2026-01-25T10:40:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01058:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01058","actor":"rep_19","timestamp":"2026-01-25T11:18:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01058:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01058","actor":"rep_19","timestamp":"2026-01-25T11:28:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01058:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01058","actor":"rep_19","timestamp":"2026-01-25T11:17:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01058:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01058","actor":"rep_19","timestamp":"2026-01-25T11:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01058:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01058)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01058\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":206,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01058\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01059","actor":"rep_37","actor_name":"Sophia Zhang","company":"Pinnacle Media","opened_at":"2026-03-17T12:52:00.000Z","closed_at":"2026-03-17T14:04:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($333k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01059","actor":"rep_37","timestamp":"2026-03-17T12:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01059:00","content":"Operational trigger received from salesforce for Pinnacle Media ($333k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":93,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$333k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01059","actor":"rep_37","timestamp":"2026-03-17T13:01:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01059:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01059","actor":"rep_37","timestamp":"2026-03-17T13:06:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01059:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01059","actor":"rep_37","timestamp":"2026-03-17T13:04:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01059:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01059","actor":"rep_37","timestamp":"2026-03-17T13:04:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01059:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01059","actor":"rep_37","timestamp":"2026-03-17T13:42:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01059:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01059","actor":"rep_37","timestamp":"2026-03-17T13:58:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01059:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01059","actor":"rep_37","timestamp":"2026-03-17T13:55:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01059:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01059","actor":"rep_37","timestamp":"2026-03-17T14:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01059:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01059)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01059\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":230,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01059\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01060","actor":"rep_14","actor_name":"Rachel Adams","company":"Vertex Cyber","opened_at":"2026-02-17T10:10:00.000Z","closed_at":"2026-02-17T11:30:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($161k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01060","actor":"rep_14","timestamp":"2026-02-17T10:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01060:00","content":"Operational trigger received from salesforce for Vertex Cyber ($161k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":211,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$161k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01060","actor":"rep_14","timestamp":"2026-02-17T10:17:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01060:01","content":"questionnaire received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01060","actor":"rep_14","timestamp":"2026-02-17T10:18:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01060:02","content":"knowledge base searched recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01060","actor":"rep_14","timestamp":"2026-02-17T10:25:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01060:03","content":"controls retrieved recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01060","actor":"rep_14","timestamp":"2026-02-17T10:30:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01060:04","content":"answers drafted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01060","actor":"rep_14","timestamp":"2026-02-17T10:55:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01060:05","content":"citations checked recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01060","actor":"rep_14","timestamp":"2026-02-17T10:34:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01060:06","content":"security reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01060","actor":"rep_14","timestamp":"2026-02-17T10:31:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01060:07","content":"response sent recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01060","actor":"rep_14","timestamp":"2026-02-17T11:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01060:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01060)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01060\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01060\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01061","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-01-01T22:25:00.000Z","closed_at":"2026-01-01T22:57:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($274k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01061","actor":"rep_06","timestamp":"2026-01-01T22:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01061:00","content":"Operational trigger received from salesforce for Pinnacle Media ($274k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":131,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$274k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01061","actor":"rep_06","timestamp":"2026-01-01T22:28:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01061:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01061","actor":"rep_06","timestamp":"2026-01-01T22:47:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01061:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01061","actor":"rep_06","timestamp":"2026-01-01T22:49:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01061:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01061","actor":"rep_06","timestamp":"2026-01-01T23:05:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01061:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01061","actor":"rep_06","timestamp":"2026-01-01T23:20:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01061:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01061","actor":"rep_06","timestamp":"2026-01-01T23:19:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01061:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01061","actor":"rep_06","timestamp":"2026-01-01T23:07:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01061:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01061","actor":"rep_06","timestamp":"2026-01-01T22:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01061:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01061)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01061\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":213,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01061\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01062","actor":"rep_20","actor_name":"Maya Patel","company":"Nexus AI","opened_at":"2026-01-08T09:12:00.000Z","closed_at":"2026-01-08T09:52:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($52k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01062","actor":"rep_20","timestamp":"2026-01-08T09:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01062:00","content":"Operational trigger received from salesforce for Nexus AI ($52k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$52k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01062","actor":"rep_20","timestamp":"2026-01-08T09:19:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01062:01","content":"questionnaire received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01062","actor":"rep_20","timestamp":"2026-01-08T09:22:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01062:02","content":"knowledge base searched recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01062","actor":"rep_20","timestamp":"2026-01-08T09:21:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01062:03","content":"controls retrieved recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01062","actor":"rep_20","timestamp":"2026-01-08T09:36:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01062:04","content":"answers drafted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01062","actor":"rep_20","timestamp":"2026-01-08T09:32:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01062:05","content":"citations checked recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01062","actor":"rep_20","timestamp":"2026-01-08T09:36:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01062:06","content":"security reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01062","actor":"rep_20","timestamp":"2026-01-08T09:54:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01062:07","content":"response sent recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01062","actor":"rep_20","timestamp":"2026-01-08T09:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01062:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01062)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01062\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":263,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01062\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01063","actor":"rep_20","actor_name":"Maya Patel","company":"OmniChannel Inc","opened_at":"2026-02-17T03:29:00.000Z","closed_at":"2026-02-17T04:41:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($254k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01063","actor":"rep_20","timestamp":"2026-02-17T03:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01063:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($254k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$254k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01063","actor":"rep_20","timestamp":"2026-02-17T03:35:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01063:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01063","actor":"rep_20","timestamp":"2026-02-17T03:41:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01063:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01063","actor":"rep_20","timestamp":"2026-02-17T04:02:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01063:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01063","actor":"rep_20","timestamp":"2026-02-17T03:41:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01063:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01063","actor":"rep_20","timestamp":"2026-02-17T03:59:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01063:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01063","actor":"rep_20","timestamp":"2026-02-17T04:05:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01063:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01063","actor":"rep_20","timestamp":"2026-02-17T04:32:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01063:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01063","actor":"rep_20","timestamp":"2026-02-17T04:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01063:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01063)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01063\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":175,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01063\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01064","actor":"rep_32","actor_name":"Liam O'Connor","company":"Sentinel Networks","opened_at":"2026-01-30T23:35:00.000Z","closed_at":"2026-01-31T00:15:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($190k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01064","actor":"rep_32","timestamp":"2026-01-30T23:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01064:00","content":"Operational trigger received from salesforce for Sentinel Networks ($190k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$190k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01064","actor":"rep_32","timestamp":"2026-01-30T23:38:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01064:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01064","actor":"rep_32","timestamp":"2026-01-30T23:53:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01064:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01064","actor":"rep_32","timestamp":"2026-01-30T23:59:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01064:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01064","actor":"rep_32","timestamp":"2026-01-30T23:55:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01064:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01064","actor":"rep_32","timestamp":"2026-01-31T00:05:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01064:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01064","actor":"rep_32","timestamp":"2026-01-31T00:11:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01064:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01064","actor":"rep_32","timestamp":"2026-01-31T00:10:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01064:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01064","actor":"rep_32","timestamp":"2026-01-31T00:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01064:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01064)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01064\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01064\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01065","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-02-10T19:42:00.000Z","closed_at":"2026-02-10T20:38:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($362k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01065","actor":"rep_19","timestamp":"2026-02-10T19:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01065:00","content":"Operational trigger received from salesforce for Pinnacle Media ($362k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$362k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01065","actor":"rep_19","timestamp":"2026-02-10T19:48:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01065:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01065","actor":"rep_19","timestamp":"2026-02-10T19:48:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01065:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01065","actor":"rep_19","timestamp":"2026-02-10T19:54:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01065:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01065","actor":"rep_19","timestamp":"2026-02-10T20:10:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01065:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01065","actor":"rep_19","timestamp":"2026-02-10T20:07:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01065:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01065","actor":"rep_19","timestamp":"2026-02-10T20:06:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01065:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01065","actor":"rep_19","timestamp":"2026-02-10T20:24:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01065:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01065","actor":"rep_19","timestamp":"2026-02-10T20:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01065:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01065)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01065\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":220,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01065\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01066","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-02-25T19:08:00.000Z","closed_at":"2026-02-25T20:20:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($61k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01066","actor":"rep_37","timestamp":"2026-02-25T19:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01066:00","content":"Operational trigger received from salesforce for Catalyst Software ($61k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$61k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01066","actor":"rep_37","timestamp":"2026-02-25T19:12:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01066:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01066","actor":"rep_37","timestamp":"2026-02-25T19:30:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01066:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01066","actor":"rep_37","timestamp":"2026-02-25T19:20:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01066:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01066","actor":"rep_37","timestamp":"2026-02-25T19:44:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01066:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01066","actor":"rep_37","timestamp":"2026-02-25T19:28:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01066:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01066","actor":"rep_37","timestamp":"2026-02-25T19:50:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01066:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01066","actor":"rep_37","timestamp":"2026-02-25T19:36:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01066:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01066","actor":"rep_37","timestamp":"2026-02-25T20:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01066:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01066)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01066\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":164,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01066\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01067","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-02-10T13:47:00.000Z","closed_at":"2026-02-10T15:07:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($364k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01067","actor":"rep_09","timestamp":"2026-02-10T13:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01067:00","content":"Operational trigger received from salesforce for NovaBio Labs ($364k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":184,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$364k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01067","actor":"rep_09","timestamp":"2026-02-10T13:51:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01067:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01067","actor":"rep_09","timestamp":"2026-02-10T13:53:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01067:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01067","actor":"rep_09","timestamp":"2026-02-10T14:14:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01067:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01067","actor":"rep_09","timestamp":"2026-02-10T14:19:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01067:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01067","actor":"rep_09","timestamp":"2026-02-10T14:27:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01067:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01067","actor":"rep_09","timestamp":"2026-02-10T14:05:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01067:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01067","actor":"rep_09","timestamp":"2026-02-10T14:43:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01067:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01067","actor":"rep_09","timestamp":"2026-02-10T15:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01067:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01067)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01067\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01067\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01068","actor":"rep_11","actor_name":"David Kim","company":"Sentinel Networks","opened_at":"2026-01-29T07:12:00.000Z","closed_at":"2026-01-29T07:52:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($174k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01068","actor":"rep_11","timestamp":"2026-01-29T07:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01068:00","content":"Operational trigger received from salesforce for Sentinel Networks ($174k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":222,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01068","actor":"rep_11","timestamp":"2026-01-29T07:19:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01068:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01068","actor":"rep_11","timestamp":"2026-01-29T07:26:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01068:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01068","actor":"rep_11","timestamp":"2026-01-29T07:33:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01068:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01068","actor":"rep_11","timestamp":"2026-01-29T07:48:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01068:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01068","actor":"rep_11","timestamp":"2026-01-29T07:42:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01068:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01068","actor":"rep_11","timestamp":"2026-01-29T07:48:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01068:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01068","actor":"rep_11","timestamp":"2026-01-29T07:33:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01068:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01068","actor":"rep_11","timestamp":"2026-01-29T07:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01068:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01068)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01068\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":133,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01068\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01069","actor":"rep_09","actor_name":"Elena Rostova","company":"Vertex Cyber","opened_at":"2026-02-13T01:12:00.000Z","closed_at":"2026-02-13T01:36:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($364k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01069","actor":"rep_09","timestamp":"2026-02-13T01:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01069:00","content":"Operational trigger received from salesforce for Vertex Cyber ($364k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$364k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01069","actor":"rep_09","timestamp":"2026-02-13T01:15:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01069:01","content":"questionnaire received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01069","actor":"rep_09","timestamp":"2026-02-13T01:32:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01069:02","content":"knowledge base searched recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01069","actor":"rep_09","timestamp":"2026-02-13T01:39:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01069:03","content":"controls retrieved recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01069","actor":"rep_09","timestamp":"2026-02-13T01:24:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01069:04","content":"answers drafted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01069","actor":"rep_09","timestamp":"2026-02-13T01:52:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01069:05","content":"citations checked recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01069","actor":"rep_09","timestamp":"2026-02-13T01:54:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01069:06","content":"security reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01069","actor":"rep_09","timestamp":"2026-02-13T01:47:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01069:07","content":"response sent recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01069","actor":"rep_09","timestamp":"2026-02-13T01:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01069:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01069)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01069\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01069\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01070","actor":"rep_11","actor_name":"David Kim","company":"Nexus AI","opened_at":"2026-03-14T07:30:00.000Z","closed_at":"2026-03-14T08:10:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($188k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01070","actor":"rep_11","timestamp":"2026-03-14T07:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01070:00","content":"Operational trigger received from salesforce for Nexus AI ($188k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":89,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$188k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01070","actor":"rep_11","timestamp":"2026-03-14T07:34:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01070:01","content":"questionnaire received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01070","actor":"rep_11","timestamp":"2026-03-14T07:38:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01070:02","content":"knowledge base searched recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01070","actor":"rep_11","timestamp":"2026-03-14T07:54:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01070:03","content":"controls retrieved recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01070","actor":"rep_11","timestamp":"2026-03-14T07:42:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01070:04","content":"answers drafted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01070","actor":"rep_11","timestamp":"2026-03-14T08:10:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01070:05","content":"citations checked recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01070","actor":"rep_11","timestamp":"2026-03-14T08:18:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01070:06","content":"security reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01070","actor":"rep_11","timestamp":"2026-03-14T07:51:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01070:07","content":"response sent recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01070","actor":"rep_11","timestamp":"2026-03-14T08:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01070:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01070)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01070\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":45,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01070\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01071","actor":"rep_19","actor_name":"James Wilson","company":"NovaBio Labs","opened_at":"2026-01-11T00:23:00.000Z","closed_at":"2026-01-11T01:51:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($142k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01071","actor":"rep_19","timestamp":"2026-01-11T00:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01071:00","content":"Operational trigger received from salesforce for NovaBio Labs ($142k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$142k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01071","actor":"rep_19","timestamp":"2026-01-11T00:26:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01071:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01071","actor":"rep_19","timestamp":"2026-01-11T00:31:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01071:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01071","actor":"rep_19","timestamp":"2026-01-11T00:35:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01071:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01071","actor":"rep_19","timestamp":"2026-01-11T00:39:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01071:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01071","actor":"rep_19","timestamp":"2026-01-11T00:43:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01071:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01071","actor":"rep_19","timestamp":"2026-01-11T00:47:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01071:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01071","actor":"rep_19","timestamp":"2026-01-11T01:19:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01071:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01071","actor":"rep_19","timestamp":"2026-01-11T01:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01071:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01071)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01071\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":150,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01071\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01072","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-01-20T16:08:00.000Z","closed_at":"2026-01-20T16:48:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($76k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01072","actor":"rep_01","timestamp":"2026-01-20T16:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01072:00","content":"Operational trigger received from salesforce for Acme Health Systems ($76k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":81,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$76k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01072","actor":"rep_01","timestamp":"2026-01-20T16:16:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01072:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01072","actor":"rep_01","timestamp":"2026-01-20T16:20:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01072:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01072","actor":"rep_01","timestamp":"2026-01-20T16:29:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01072:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01072","actor":"rep_01","timestamp":"2026-01-20T16:28:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01072:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01072","actor":"rep_01","timestamp":"2026-01-20T16:28:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01072:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01072","actor":"rep_01","timestamp":"2026-01-20T17:02:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01072:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01072","actor":"rep_01","timestamp":"2026-01-20T16:29:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01072:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01072","actor":"rep_01","timestamp":"2026-01-20T16:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01072:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01072)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01072\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01072\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01073","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-03-10T14:36:00.000Z","closed_at":"2026-03-10T15:56:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($75k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01073","actor":"rep_32","timestamp":"2026-03-10T14:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01073:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($75k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":56,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$75k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01073","actor":"rep_32","timestamp":"2026-03-10T14:47:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01073:01","content":"questionnaire received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01073","actor":"rep_32","timestamp":"2026-03-10T14:52:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01073:02","content":"knowledge base searched recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01073","actor":"rep_32","timestamp":"2026-03-10T15:06:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01073:03","content":"controls retrieved recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01073","actor":"rep_32","timestamp":"2026-03-10T15:04:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01073:04","content":"answers drafted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01073","actor":"rep_32","timestamp":"2026-03-10T15:26:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01073:05","content":"citations checked recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01073","actor":"rep_32","timestamp":"2026-03-10T15:12:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01073:06","content":"security reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01073","actor":"rep_32","timestamp":"2026-03-10T15:04:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01073:07","content":"response sent recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01073","actor":"rep_32","timestamp":"2026-03-10T15:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01073:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01073)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01073\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":221,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01073\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01074","actor":"rep_20","actor_name":"Maya Patel","company":"NovaBio Labs","opened_at":"2026-01-26T16:24:00.000Z","closed_at":"2026-01-26T17:36:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($280k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01074","actor":"rep_20","timestamp":"2026-01-26T16:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01074:00","content":"Operational trigger received from salesforce for NovaBio Labs ($280k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$280k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01074","actor":"rep_20","timestamp":"2026-01-26T16:31:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01074:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01074","actor":"rep_20","timestamp":"2026-01-26T16:32:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01074:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01074","actor":"rep_20","timestamp":"2026-01-26T16:39:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01074:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01074","actor":"rep_20","timestamp":"2026-01-26T16:40:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01074:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01074","actor":"rep_20","timestamp":"2026-01-26T17:04:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01074:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01074","actor":"rep_20","timestamp":"2026-01-26T17:06:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01074:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01074","actor":"rep_20","timestamp":"2026-01-26T16:52:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01074:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01074","actor":"rep_20","timestamp":"2026-01-26T17:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01074:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01074)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01074\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":196,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01074\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01075","actor":"rep_32","actor_name":"Liam O'Connor","company":"Catalyst Software","opened_at":"2026-02-03T00:15:00.000Z","closed_at":"2026-02-03T00:55:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($120k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01075","actor":"rep_32","timestamp":"2026-02-03T00:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01075:00","content":"Operational trigger received from salesforce for Catalyst Software ($120k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$120k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01075","actor":"rep_32","timestamp":"2026-02-03T00:21:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01075:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01075","actor":"rep_32","timestamp":"2026-02-03T00:27:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01075:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01075","actor":"rep_32","timestamp":"2026-02-03T00:36:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01075:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01075","actor":"rep_32","timestamp":"2026-02-03T00:43:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01075:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01075","actor":"rep_32","timestamp":"2026-02-03T01:05:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01075:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01075","actor":"rep_32","timestamp":"2026-02-03T01:03:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01075:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01075","actor":"rep_32","timestamp":"2026-02-03T01:11:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01075:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01075","actor":"rep_32","timestamp":"2026-02-03T00:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01075:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01075)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01075\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":104,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01075\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01076","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-02-04T17:34:00.000Z","closed_at":"2026-02-04T18:38:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($55k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01076","actor":"rep_37","timestamp":"2026-02-04T17:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01076:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($55k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":213,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$55k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01076","actor":"rep_37","timestamp":"2026-02-04T17:43:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01076:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01076","actor":"rep_37","timestamp":"2026-02-04T17:42:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01076:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01076","actor":"rep_37","timestamp":"2026-02-04T18:01:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01076:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01076","actor":"rep_37","timestamp":"2026-02-04T18:18:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01076:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01076","actor":"rep_37","timestamp":"2026-02-04T18:24:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01076:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01076","actor":"rep_37","timestamp":"2026-02-04T18:34:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01076:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01076","actor":"rep_37","timestamp":"2026-02-04T18:02:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01076:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01076","actor":"rep_37","timestamp":"2026-02-04T18:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01076:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01076)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01076\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":139,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01076\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01077","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vanguard Financial","opened_at":"2026-03-07T13:43:00.000Z","closed_at":"2026-03-07T14:07:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($248k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01077","actor":"rep_37","timestamp":"2026-03-07T13:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01077:00","content":"Operational trigger received from salesforce for Vanguard Financial ($248k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$248k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01077","actor":"rep_37","timestamp":"2026-03-07T13:47:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01077:01","content":"questionnaire received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01077","actor":"rep_37","timestamp":"2026-03-07T13:57:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01077:02","content":"knowledge base searched recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01077","actor":"rep_37","timestamp":"2026-03-07T13:52:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01077:03","content":"controls retrieved recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01077","actor":"rep_37","timestamp":"2026-03-07T14:27:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01077:04","content":"answers drafted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01077","actor":"rep_37","timestamp":"2026-03-07T14:38:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01077:05","content":"citations checked recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01077","actor":"rep_37","timestamp":"2026-03-07T14:31:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01077:06","content":"security reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01077","actor":"rep_37","timestamp":"2026-03-07T14:04:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01077:07","content":"response sent recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01077","actor":"rep_37","timestamp":"2026-03-07T14:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01077:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01077)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01077\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01077\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01078","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-01-22T03:15:00.000Z","closed_at":"2026-01-22T04:43:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($340k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01078","actor":"rep_01","timestamp":"2026-01-22T03:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01078:00","content":"Operational trigger received from salesforce for FinTech Global ($340k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":150,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$340k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01078","actor":"rep_01","timestamp":"2026-01-22T03:24:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01078:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01078","actor":"rep_01","timestamp":"2026-01-22T03:21:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01078:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01078","actor":"rep_01","timestamp":"2026-01-22T03:39:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01078:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01078","actor":"rep_01","timestamp":"2026-01-22T03:59:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01078:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01078","actor":"rep_01","timestamp":"2026-01-22T04:00:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01078:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01078","actor":"rep_01","timestamp":"2026-01-22T04:09:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01078:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01078","actor":"rep_01","timestamp":"2026-01-22T03:36:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01078:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01078","actor":"rep_01","timestamp":"2026-01-22T04:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01078:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01078)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01078\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01078\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01079","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-01-06T08:32:00.000Z","closed_at":"2026-01-06T09:28:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($350k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01079","actor":"rep_11","timestamp":"2026-01-06T08:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01079:00","content":"Operational trigger received from salesforce for Meridian Logistics ($350k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$350k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01079","actor":"rep_11","timestamp":"2026-01-06T08:42:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01079:01","content":"questionnaire received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01079","actor":"rep_11","timestamp":"2026-01-06T08:46:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01079:02","content":"knowledge base searched recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01079","actor":"rep_11","timestamp":"2026-01-06T08:53:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01079:03","content":"controls retrieved recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01079","actor":"rep_11","timestamp":"2026-01-06T09:16:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01079:04","content":"answers drafted recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01079","actor":"rep_11","timestamp":"2026-01-06T09:27:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01079:05","content":"citations checked recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01079","actor":"rep_11","timestamp":"2026-01-06T09:26:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01079:06","content":"security reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01079","actor":"rep_11","timestamp":"2026-01-06T09:42:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01079:07","content":"response sent recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01079","actor":"rep_11","timestamp":"2026-01-06T09:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01079:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01079)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01079\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":157,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01079\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01080","actor":"rep_06","actor_name":"Marcus Vance","company":"Vertex Cyber","opened_at":"2026-01-31T22:51:00.000Z","closed_at":"2026-02-01T00:03:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($177k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01080","actor":"rep_06","timestamp":"2026-01-31T22:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01080:00","content":"Operational trigger received from salesforce for Vertex Cyber ($177k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":220,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01080","actor":"rep_06","timestamp":"2026-01-31T23:01:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01080:01","content":"questionnaire received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01080","actor":"rep_06","timestamp":"2026-01-31T22:59:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01080:02","content":"knowledge base searched recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01080","actor":"rep_06","timestamp":"2026-01-31T23:15:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01080:03","content":"controls retrieved recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01080","actor":"rep_06","timestamp":"2026-01-31T23:19:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01080:04","content":"answers drafted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01080","actor":"rep_06","timestamp":"2026-01-31T23:31:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01080:05","content":"citations checked recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01080","actor":"rep_06","timestamp":"2026-01-31T23:33:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01080:06","content":"security reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01080","actor":"rep_06","timestamp":"2026-01-31T23:12:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01080:07","content":"response sent recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01080","actor":"rep_06","timestamp":"2026-02-01T00:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01080:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01080)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01080\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01080\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01081","actor":"rep_01","actor_name":"Sarah Chen","company":"Beacon Energy","opened_at":"2026-01-03T00:39:00.000Z","closed_at":"2026-01-03T01:59:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($298k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01081","actor":"rep_01","timestamp":"2026-01-03T00:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01081:00","content":"Operational trigger received from salesforce for Beacon Energy ($298k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":47,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$298k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01081","actor":"rep_01","timestamp":"2026-01-03T00:49:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01081:01","content":"questionnaire received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01081","actor":"rep_01","timestamp":"2026-01-03T00:45:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01081:02","content":"knowledge base searched recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01081","actor":"rep_01","timestamp":"2026-01-03T01:00:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01081:03","content":"controls retrieved recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01081","actor":"rep_01","timestamp":"2026-01-03T01:15:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01081:04","content":"answers drafted recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01081","actor":"rep_01","timestamp":"2026-01-03T00:54:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01081:05","content":"citations checked recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01081","actor":"rep_01","timestamp":"2026-01-03T01:33:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01081:06","content":"security reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01081","actor":"rep_01","timestamp":"2026-01-03T01:21:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01081:07","content":"response sent recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01081","actor":"rep_01","timestamp":"2026-01-03T01:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01081:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01081)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01081\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":150,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01081\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01082","actor":"rep_32","actor_name":"Liam O'Connor","company":"Beacon Energy","opened_at":"2026-01-02T07:57:00.000Z","closed_at":"2026-01-02T08:21:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($174k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01082","actor":"rep_32","timestamp":"2026-01-02T07:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01082:00","content":"Operational trigger received from salesforce for Beacon Energy ($174k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":173,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01082","actor":"rep_32","timestamp":"2026-01-02T08:03:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01082:01","content":"questionnaire received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01082","actor":"rep_32","timestamp":"2026-01-02T08:07:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01082:02","content":"knowledge base searched recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01082","actor":"rep_32","timestamp":"2026-01-02T08:30:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01082:03","content":"controls retrieved recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01082","actor":"rep_32","timestamp":"2026-01-02T08:13:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01082:04","content":"answers drafted recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01082","actor":"rep_32","timestamp":"2026-01-02T08:27:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01082:05","content":"citations checked recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01082","actor":"rep_32","timestamp":"2026-01-02T08:21:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01082:06","content":"security reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01082","actor":"rep_32","timestamp":"2026-01-02T08:53:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01082:07","content":"response sent recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01082","actor":"rep_32","timestamp":"2026-01-02T08:21:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01082:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01082)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01082\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":265,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01082\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01083","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-01-01T04:49:00.000Z","closed_at":"2026-01-01T06:01:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($201k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01083","actor":"rep_25","timestamp":"2026-01-01T04:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01083:00","content":"Operational trigger received from salesforce for Stripe Technologies ($201k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":240,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$201k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01083","actor":"rep_25","timestamp":"2026-01-01T05:00:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01083:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01083","actor":"rep_25","timestamp":"2026-01-01T04:57:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01083:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01083","actor":"rep_25","timestamp":"2026-01-01T05:22:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01083:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01083","actor":"rep_25","timestamp":"2026-01-01T05:13:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01083:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01083","actor":"rep_25","timestamp":"2026-01-01T05:29:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01083:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01083","actor":"rep_25","timestamp":"2026-01-01T05:07:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01083:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01083","actor":"rep_25","timestamp":"2026-01-01T06:06:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01083:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01083","actor":"rep_25","timestamp":"2026-01-01T06:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01083:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01083)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01083\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":47,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01083\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01084","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-03-16T19:21:00.000Z","closed_at":"2026-03-16T20:17:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($348k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01084","actor":"rep_06","timestamp":"2026-03-16T19:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01084:00","content":"Operational trigger received from salesforce for CloudScale Data ($348k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":117,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$348k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01084","actor":"rep_06","timestamp":"2026-03-16T19:32:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01084:01","content":"questionnaire received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01084","actor":"rep_06","timestamp":"2026-03-16T19:41:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01084:02","content":"knowledge base searched recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01084","actor":"rep_06","timestamp":"2026-03-16T19:36:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01084:03","content":"controls retrieved recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01084","actor":"rep_06","timestamp":"2026-03-16T20:05:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01084:04","content":"answers drafted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01084","actor":"rep_06","timestamp":"2026-03-16T19:51:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01084:05","content":"citations checked recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"citations_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01084","actor":"rep_06","timestamp":"2026-03-16T20:15:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01084:06","content":"security reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01084","actor":"rep_06","timestamp":"2026-03-16T20:17:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01084:07","content":"response sent recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01084","actor":"rep_06","timestamp":"2026-03-16T20:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01084:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01084)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01084\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":156,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01084\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01085","actor":"rep_09","actor_name":"Elena Rostova","company":"CloudScale Data","opened_at":"2026-03-29T15:03:00.000Z","closed_at":"2026-03-29T15:59:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($273k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01085","actor":"rep_09","timestamp":"2026-03-29T15:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01085:00","content":"Operational trigger received from salesforce for CloudScale Data ($273k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":176,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$273k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01085","actor":"rep_09","timestamp":"2026-03-29T15:09:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01085:01","content":"questionnaire received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01085","actor":"rep_09","timestamp":"2026-03-29T15:21:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01085:02","content":"knowledge base searched recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01085","actor":"rep_09","timestamp":"2026-03-29T15:27:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01085:03","content":"controls retrieved recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01085","actor":"rep_09","timestamp":"2026-03-29T15:39:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01085:04","content":"answers drafted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01085","actor":"rep_09","timestamp":"2026-03-29T15:33:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01085:05","content":"citations checked recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"citations_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01085","actor":"rep_09","timestamp":"2026-03-29T15:51:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01085:06","content":"security reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01085","actor":"rep_09","timestamp":"2026-03-29T15:45:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01085:07","content":"response sent recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01085","actor":"rep_09","timestamp":"2026-03-29T15:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01085:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01085)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01085\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01085\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01086","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-02-01T11:08:00.000Z","closed_at":"2026-02-01T12:12:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($83k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01086","actor":"rep_25","timestamp":"2026-02-01T11:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01086:00","content":"Operational trigger received from salesforce for Acme Health Systems ($83k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$83k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01086","actor":"rep_25","timestamp":"2026-02-01T11:19:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01086:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01086","actor":"rep_25","timestamp":"2026-02-01T11:30:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01086:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01086","actor":"rep_25","timestamp":"2026-02-01T11:20:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01086:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01086","actor":"rep_25","timestamp":"2026-02-01T11:44:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01086:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01086","actor":"rep_25","timestamp":"2026-02-01T11:28:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01086:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01086","actor":"rep_25","timestamp":"2026-02-01T11:26:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01086:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01086","actor":"rep_25","timestamp":"2026-02-01T11:50:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01086:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01086","actor":"rep_25","timestamp":"2026-02-01T12:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01086:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01086)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01086\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":265,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01086\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01087","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-02-26T20:57:00.000Z","closed_at":"2026-02-26T21:29:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($415k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01087","actor":"rep_14","timestamp":"2026-02-26T20:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01087:00","content":"Operational trigger received from salesforce for Sentinel Networks ($415k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$415k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01087","actor":"rep_14","timestamp":"2026-02-26T21:00:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01087:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01087","actor":"rep_14","timestamp":"2026-02-26T21:13:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01087:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01087","actor":"rep_14","timestamp":"2026-02-26T21:18:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01087:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01087","actor":"rep_14","timestamp":"2026-02-26T21:21:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01087:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01087","actor":"rep_14","timestamp":"2026-02-26T21:47:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01087:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01087","actor":"rep_14","timestamp":"2026-02-26T21:57:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01087:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01087","actor":"rep_14","timestamp":"2026-02-26T22:14:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01087:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01087","actor":"rep_14","timestamp":"2026-02-26T21:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01087:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01087)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01087\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01087\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01088","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-01-03T07:05:00.000Z","closed_at":"2026-01-03T08:25:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($398k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01088","actor":"rep_11","timestamp":"2026-01-03T07:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01088:00","content":"Operational trigger received from salesforce for Pinnacle Media ($398k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$398k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01088","actor":"rep_11","timestamp":"2026-01-03T07:11:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01088:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01088","actor":"rep_11","timestamp":"2026-01-03T07:27:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01088:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01088","actor":"rep_11","timestamp":"2026-01-03T07:20:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01088:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01088","actor":"rep_11","timestamp":"2026-01-03T07:49:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01088:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01088","actor":"rep_11","timestamp":"2026-01-03T07:25:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01088:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01088","actor":"rep_11","timestamp":"2026-01-03T07:41:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01088:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01088","actor":"rep_11","timestamp":"2026-01-03T07:40:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01088:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01088","actor":"rep_11","timestamp":"2026-01-03T08:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01088:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01088)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01088\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":267,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01088\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01089","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-01-23T18:10:00.000Z","closed_at":"2026-01-23T19:22:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($139k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01089","actor":"rep_32","timestamp":"2026-01-23T18:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01089:00","content":"Operational trigger received from salesforce for Pinnacle Media ($139k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$139k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01089","actor":"rep_32","timestamp":"2026-01-23T18:14:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01089:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01089","actor":"rep_32","timestamp":"2026-01-23T18:28:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01089:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01089","actor":"rep_32","timestamp":"2026-01-23T18:28:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01089:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01089","actor":"rep_32","timestamp":"2026-01-23T18:46:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01089:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01089","actor":"rep_32","timestamp":"2026-01-23T19:05:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01089:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01089","actor":"rep_32","timestamp":"2026-01-23T18:58:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01089:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01089","actor":"rep_32","timestamp":"2026-01-23T18:59:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01089:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01089","actor":"rep_32","timestamp":"2026-01-23T19:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01089:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01089)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01089\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":63,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01089\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01090","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vanguard Financial","opened_at":"2026-01-01T11:13:00.000Z","closed_at":"2026-01-01T12:01:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($401k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01090","actor":"rep_25","timestamp":"2026-01-01T11:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01090:00","content":"Operational trigger received from salesforce for Vanguard Financial ($401k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$401k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01090","actor":"rep_25","timestamp":"2026-01-01T11:24:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01090:01","content":"questionnaire received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01090","actor":"rep_25","timestamp":"2026-01-01T11:29:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01090:02","content":"knowledge base searched recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01090","actor":"rep_25","timestamp":"2026-01-01T11:34:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01090:03","content":"controls retrieved recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01090","actor":"rep_25","timestamp":"2026-01-01T11:29:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01090:04","content":"answers drafted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01090","actor":"rep_25","timestamp":"2026-01-01T12:03:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01090:05","content":"citations checked recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01090","actor":"rep_25","timestamp":"2026-01-01T12:07:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01090:06","content":"security reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01090","actor":"rep_25","timestamp":"2026-01-01T11:34:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01090:07","content":"response sent recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01090","actor":"rep_25","timestamp":"2026-01-01T12:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01090:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01090)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01090\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01090\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01091","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-02-25T12:32:00.000Z","closed_at":"2026-02-25T13:04:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($465k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01091","actor":"rep_09","timestamp":"2026-02-25T12:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01091:00","content":"Operational trigger received from salesforce for Vanguard Financial ($465k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":115,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$465k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01091","actor":"rep_09","timestamp":"2026-02-25T12:35:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01091:01","content":"questionnaire received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01091","actor":"rep_09","timestamp":"2026-02-25T12:40:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01091:02","content":"knowledge base searched recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01091","actor":"rep_09","timestamp":"2026-02-25T12:50:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01091:03","content":"controls retrieved recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01091","actor":"rep_09","timestamp":"2026-02-25T12:44:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01091:04","content":"answers drafted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01091","actor":"rep_09","timestamp":"2026-02-25T13:12:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01091:05","content":"citations checked recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01091","actor":"rep_09","timestamp":"2026-02-25T13:32:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01091:06","content":"security reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01091","actor":"rep_09","timestamp":"2026-02-25T13:07:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01091:07","content":"response sent recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01091","actor":"rep_09","timestamp":"2026-02-25T13:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01091:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01091)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01091\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":174,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01091\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01092","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-03-06T10:04:00.000Z","closed_at":"2026-03-06T11:32:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($277k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01092","actor":"rep_06","timestamp":"2026-03-06T10:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01092:00","content":"Operational trigger received from salesforce for Apex Retail Group ($277k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$277k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01092","actor":"rep_06","timestamp":"2026-03-06T10:15:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01092:01","content":"questionnaire received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01092","actor":"rep_06","timestamp":"2026-03-06T10:18:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01092:02","content":"knowledge base searched recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01092","actor":"rep_06","timestamp":"2026-03-06T10:13:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01092:03","content":"controls retrieved recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01092","actor":"rep_06","timestamp":"2026-03-06T10:24:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01092:04","content":"answers drafted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01092","actor":"rep_06","timestamp":"2026-03-06T10:19:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01092:05","content":"citations checked recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01092","actor":"rep_06","timestamp":"2026-03-06T10:22:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01092:06","content":"security reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01092","actor":"rep_06","timestamp":"2026-03-06T10:25:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01092:07","content":"response sent recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01092","actor":"rep_06","timestamp":"2026-03-06T11:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01092:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01092)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01092\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":242,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01092\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01093","actor":"rep_11","actor_name":"David Kim","company":"Apex Retail Group","opened_at":"2026-01-01T13:22:00.000Z","closed_at":"2026-01-01T13:54:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($366k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01093","actor":"rep_11","timestamp":"2026-01-01T13:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01093:00","content":"Operational trigger received from salesforce for Apex Retail Group ($366k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":122,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$366k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01093","actor":"rep_11","timestamp":"2026-01-01T13:27:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01093:01","content":"questionnaire received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01093","actor":"rep_11","timestamp":"2026-01-01T13:40:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01093:02","content":"knowledge base searched recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01093","actor":"rep_11","timestamp":"2026-01-01T13:34:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01093:03","content":"controls retrieved recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01093","actor":"rep_11","timestamp":"2026-01-01T14:02:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01093:04","content":"answers drafted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01093","actor":"rep_11","timestamp":"2026-01-01T13:57:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01093:05","content":"citations checked recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01093","actor":"rep_11","timestamp":"2026-01-01T14:04:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01093:06","content":"security reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01093","actor":"rep_11","timestamp":"2026-01-01T13:50:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01093:07","content":"response sent recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01093","actor":"rep_11","timestamp":"2026-01-01T13:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01093:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01093)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01093\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":144,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01093\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01094","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-03-03T11:55:00.000Z","closed_at":"2026-03-03T13:07:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($113k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01094","actor":"rep_37","timestamp":"2026-03-03T11:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01094:00","content":"Operational trigger received from salesforce for Apex Retail Group ($113k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":65,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$113k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01094","actor":"rep_37","timestamp":"2026-03-03T12:01:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01094:01","content":"questionnaire received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01094","actor":"rep_37","timestamp":"2026-03-03T12:15:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01094:02","content":"knowledge base searched recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01094","actor":"rep_37","timestamp":"2026-03-03T12:13:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01094:03","content":"controls retrieved recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01094","actor":"rep_37","timestamp":"2026-03-03T12:35:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01094:04","content":"answers drafted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01094","actor":"rep_37","timestamp":"2026-03-03T12:25:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01094:05","content":"citations checked recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01094","actor":"rep_37","timestamp":"2026-03-03T12:19:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01094:06","content":"security reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01094","actor":"rep_37","timestamp":"2026-03-03T12:16:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01094:07","content":"response sent recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01094","actor":"rep_37","timestamp":"2026-03-03T13:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01094:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01094)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01094\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":250,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01094\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01095","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-01-21T23:08:00.000Z","closed_at":"2026-01-22T00:04:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($382k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01095","actor":"rep_32","timestamp":"2026-01-21T23:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01095:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($382k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":114,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$382k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01095","actor":"rep_32","timestamp":"2026-01-21T23:16:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01095:01","content":"questionnaire received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01095","actor":"rep_32","timestamp":"2026-01-21T23:26:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01095:02","content":"knowledge base searched recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01095","actor":"rep_32","timestamp":"2026-01-21T23:38:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01095:03","content":"controls retrieved recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01095","actor":"rep_32","timestamp":"2026-01-21T23:48:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01095:04","content":"answers drafted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01095","actor":"rep_32","timestamp":"2026-01-21T23:38:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01095:05","content":"citations checked recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01095","actor":"rep_32","timestamp":"2026-01-21T23:56:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01095:06","content":"security reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01095","actor":"rep_32","timestamp":"2026-01-22T00:25:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01095:07","content":"response sent recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01095","actor":"rep_32","timestamp":"2026-01-22T00:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01095:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01095)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01095\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01095\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01096","actor":"rep_01","actor_name":"Sarah Chen","company":"Meridian Logistics","opened_at":"2026-03-20T01:28:00.000Z","closed_at":"2026-03-20T02:08:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($121k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01096","actor":"rep_01","timestamp":"2026-03-20T01:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01096:00","content":"Operational trigger received from salesforce for Meridian Logistics ($121k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$121k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01096","actor":"rep_01","timestamp":"2026-03-20T01:39:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01096:01","content":"questionnaire received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01096","actor":"rep_01","timestamp":"2026-03-20T01:42:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01096:02","content":"knowledge base searched recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01096","actor":"rep_01","timestamp":"2026-03-20T01:55:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01096:03","content":"controls retrieved recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01096","actor":"rep_01","timestamp":"2026-03-20T01:44:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01096:04","content":"answers drafted recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01096","actor":"rep_01","timestamp":"2026-03-20T01:48:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01096:05","content":"citations checked recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01096","actor":"rep_01","timestamp":"2026-03-20T02:16:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01096:06","content":"security reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01096","actor":"rep_01","timestamp":"2026-03-20T02:45:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01096:07","content":"response sent recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01096","actor":"rep_01","timestamp":"2026-03-20T02:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01096:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01096)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01096\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":192,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01096\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01097","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-03-24T08:14:00.000Z","closed_at":"2026-03-24T09:26:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($231k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01097","actor":"rep_11","timestamp":"2026-03-24T08:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01097:00","content":"Operational trigger received from salesforce for Catalyst Software ($231k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":281,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$231k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01097","actor":"rep_11","timestamp":"2026-03-24T08:17:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01097:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01097","actor":"rep_11","timestamp":"2026-03-24T08:30:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01097:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01097","actor":"rep_11","timestamp":"2026-03-24T08:32:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01097:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01097","actor":"rep_11","timestamp":"2026-03-24T08:38:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01097:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01097","actor":"rep_11","timestamp":"2026-03-24T08:29:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01097:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01097","actor":"rep_11","timestamp":"2026-03-24T08:44:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01097:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01097","actor":"rep_11","timestamp":"2026-03-24T09:03:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01097:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01097","actor":"rep_11","timestamp":"2026-03-24T09:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01097:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01097)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01097\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":108,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01097\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01098","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-02-27T13:07:00.000Z","closed_at":"2026-02-27T13:47:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($407k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01098","actor":"rep_25","timestamp":"2026-02-27T13:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01098:00","content":"Operational trigger received from salesforce for Acme Health Systems ($407k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":80,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$407k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01098","actor":"rep_25","timestamp":"2026-02-27T13:10:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01098:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01098","actor":"rep_25","timestamp":"2026-02-27T13:21:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01098:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01098","actor":"rep_25","timestamp":"2026-02-27T13:19:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01098:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01098","actor":"rep_25","timestamp":"2026-02-27T13:47:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01098:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01098","actor":"rep_25","timestamp":"2026-02-27T13:52:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01098:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01098","actor":"rep_25","timestamp":"2026-02-27T13:43:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01098:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01098","actor":"rep_25","timestamp":"2026-02-27T13:35:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01098:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01098","actor":"rep_25","timestamp":"2026-02-27T13:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01098:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01098)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01098\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":193,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01098\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01099","actor":"rep_20","actor_name":"Maya Patel","company":"Stripe Technologies","opened_at":"2026-03-10T04:19:00.000Z","closed_at":"2026-03-10T04:43:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($254k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01099","actor":"rep_20","timestamp":"2026-03-10T04:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01099:00","content":"Operational trigger received from salesforce for Stripe Technologies ($254k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$254k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01099","actor":"rep_20","timestamp":"2026-03-10T04:29:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01099:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01099","actor":"rep_20","timestamp":"2026-03-10T04:27:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01099:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01099","actor":"rep_20","timestamp":"2026-03-10T04:28:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01099:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01099","actor":"rep_20","timestamp":"2026-03-10T04:35:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01099:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01099","actor":"rep_20","timestamp":"2026-03-10T05:14:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01099:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01099","actor":"rep_20","timestamp":"2026-03-10T04:49:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01099:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01099","actor":"rep_20","timestamp":"2026-03-10T04:54:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01099:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01099","actor":"rep_20","timestamp":"2026-03-10T04:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01099:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01099)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01099\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":157,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01099\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01100","actor":"rep_20","actor_name":"Maya Patel","company":"Nexus AI","opened_at":"2026-02-24T18:31:00.000Z","closed_at":"2026-02-24T19:03:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($268k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01100","actor":"rep_20","timestamp":"2026-02-24T18:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01100:00","content":"Operational trigger received from salesforce for Nexus AI ($268k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$268k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01100","actor":"rep_20","timestamp":"2026-02-24T18:35:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01100:01","content":"questionnaire received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01100","actor":"rep_20","timestamp":"2026-02-24T18:39:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01100:02","content":"knowledge base searched recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")","http_status":200,"latency_ms":251,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01100","actor":"rep_20","timestamp":"2026-02-24T18:46:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01100:03","content":"controls retrieved recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01100","actor":"rep_20","timestamp":"2026-02-24T18:55:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01100:04","content":"answers drafted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01100","actor":"rep_20","timestamp":"2026-02-24T19:01:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01100:05","content":"citations checked recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01100","actor":"rep_20","timestamp":"2026-02-24T18:55:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01100:06","content":"security reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01100","actor":"rep_20","timestamp":"2026-02-24T18:52:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01100:07","content":"response sent recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01100","actor":"rep_20","timestamp":"2026-02-24T19:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01100:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01100)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01100\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01100\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01101","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vanguard Financial","opened_at":"2026-02-27T20:19:00.000Z","closed_at":"2026-02-27T21:23:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($212k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01101","actor":"rep_25","timestamp":"2026-02-27T20:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01101:00","content":"Operational trigger received from salesforce for Vanguard Financial ($212k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":187,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$212k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01101","actor":"rep_25","timestamp":"2026-02-27T20:23:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01101:01","content":"questionnaire received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01101","actor":"rep_25","timestamp":"2026-02-27T20:33:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01101:02","content":"knowledge base searched recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01101","actor":"rep_25","timestamp":"2026-02-27T20:37:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01101:03","content":"controls retrieved recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01101","actor":"rep_25","timestamp":"2026-02-27T20:51:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01101:04","content":"answers drafted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01101","actor":"rep_25","timestamp":"2026-02-27T20:44:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01101:05","content":"citations checked recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01101","actor":"rep_25","timestamp":"2026-02-27T21:01:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01101:06","content":"security reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01101","actor":"rep_25","timestamp":"2026-02-27T21:36:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01101:07","content":"response sent recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01101","actor":"rep_25","timestamp":"2026-02-27T21:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01101:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01101)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01101\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":133,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01101\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01102","actor":"rep_14","actor_name":"Rachel Adams","company":"Nexus AI","opened_at":"2026-01-21T09:47:00.000Z","closed_at":"2026-01-21T10:59:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($109k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01102","actor":"rep_14","timestamp":"2026-01-21T09:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01102:00","content":"Operational trigger received from salesforce for Nexus AI ($109k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":103,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$109k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01102","actor":"rep_14","timestamp":"2026-01-21T09:54:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01102:01","content":"questionnaire received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01102","actor":"rep_14","timestamp":"2026-01-21T09:59:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01102:02","content":"knowledge base searched recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01102","actor":"rep_14","timestamp":"2026-01-21T10:17:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01102:03","content":"controls retrieved recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01102","actor":"rep_14","timestamp":"2026-01-21T10:03:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01102:04","content":"answers drafted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01102","actor":"rep_14","timestamp":"2026-01-21T10:02:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01102:05","content":"citations checked recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01102","actor":"rep_14","timestamp":"2026-01-21T10:29:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01102:06","content":"security reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01102","actor":"rep_14","timestamp":"2026-01-21T11:04:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01102:07","content":"response sent recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01102","actor":"rep_14","timestamp":"2026-01-21T10:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01102:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01102)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01102\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01102\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01103","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vanguard Financial","opened_at":"2026-01-08T19:19:00.000Z","closed_at":"2026-01-08T20:31:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($447k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01103","actor":"rep_31","timestamp":"2026-01-08T19:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01103:00","content":"Operational trigger received from salesforce for Vanguard Financial ($447k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":145,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$447k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01103","actor":"rep_31","timestamp":"2026-01-08T19:25:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01103:01","content":"questionnaire received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01103","actor":"rep_31","timestamp":"2026-01-08T19:25:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01103:02","content":"knowledge base searched recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01103","actor":"rep_31","timestamp":"2026-01-08T19:40:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01103:03","content":"controls retrieved recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01103","actor":"rep_31","timestamp":"2026-01-08T19:31:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01103:04","content":"answers drafted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01103","actor":"rep_31","timestamp":"2026-01-08T20:09:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01103:05","content":"citations checked recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01103","actor":"rep_31","timestamp":"2026-01-08T19:37:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01103:06","content":"security reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01103","actor":"rep_31","timestamp":"2026-01-08T20:29:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01103:07","content":"response sent recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01103","actor":"rep_31","timestamp":"2026-01-08T20:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01103:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01103)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01103\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01103\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01104","actor":"rep_25","actor_name":"Carlos Mendez","company":"FinTech Global","opened_at":"2026-01-07T06:16:00.000Z","closed_at":"2026-01-07T06:56:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($98k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01104","actor":"rep_25","timestamp":"2026-01-07T06:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01104:00","content":"Operational trigger received from salesforce for FinTech Global ($98k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$98k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01104","actor":"rep_25","timestamp":"2026-01-07T06:23:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01104:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01104","actor":"rep_25","timestamp":"2026-01-07T06:38:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01104:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":251,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01104","actor":"rep_25","timestamp":"2026-01-07T06:37:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01104:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01104","actor":"rep_25","timestamp":"2026-01-07T06:40:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01104:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01104","actor":"rep_25","timestamp":"2026-01-07T07:11:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01104:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01104","actor":"rep_25","timestamp":"2026-01-07T06:58:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01104:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01104","actor":"rep_25","timestamp":"2026-01-07T07:19:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01104:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01104","actor":"rep_25","timestamp":"2026-01-07T06:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01104:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01104)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01104\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01104\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01105","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-02-19T00:40:00.000Z","closed_at":"2026-02-19T01:20:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($465k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01105","actor":"rep_25","timestamp":"2026-02-19T00:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01105:00","content":"Operational trigger received from salesforce for Nexus AI ($465k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":262,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$465k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01105","actor":"rep_25","timestamp":"2026-02-19T00:43:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01105:01","content":"questionnaire received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01105","actor":"rep_25","timestamp":"2026-02-19T00:54:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01105:02","content":"knowledge base searched recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01105","actor":"rep_25","timestamp":"2026-02-19T01:13:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01105:03","content":"controls retrieved recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01105","actor":"rep_25","timestamp":"2026-02-19T01:00:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01105:04","content":"answers drafted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01105","actor":"rep_25","timestamp":"2026-02-19T01:20:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01105:05","content":"citations checked recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01105","actor":"rep_25","timestamp":"2026-02-19T01:40:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01105:06","content":"security reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01105","actor":"rep_25","timestamp":"2026-02-19T01:36:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01105:07","content":"response sent recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01105","actor":"rep_25","timestamp":"2026-02-19T01:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01105:08","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01105)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01105\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01105\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01106","actor":"rep_14","actor_name":"Rachel Adams","company":"Acme Health Systems","opened_at":"2026-02-24T20:59:00.000Z","closed_at":"2026-02-24T21:47:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($344k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01106","actor":"rep_14","timestamp":"2026-02-24T20:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01106:00","content":"Operational trigger received from salesforce for Acme Health Systems ($344k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$344k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01106","actor":"rep_14","timestamp":"2026-02-24T21:03:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01106:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01106","actor":"rep_14","timestamp":"2026-02-24T21:17:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01106:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01106","actor":"rep_14","timestamp":"2026-02-24T21:32:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01106:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01106","actor":"rep_14","timestamp":"2026-02-24T21:19:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01106:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01106","actor":"rep_14","timestamp":"2026-02-24T21:24:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01106:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01106","actor":"rep_14","timestamp":"2026-02-24T21:41:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01106:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01106","actor":"rep_14","timestamp":"2026-02-24T21:34:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01106:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01106","actor":"rep_14","timestamp":"2026-02-24T21:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01106:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01106)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01106\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":275,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01106\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01107","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-01-03T00:43:00.000Z","closed_at":"2026-01-03T01:31:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($406k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01107","actor":"rep_01","timestamp":"2026-01-03T00:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01107:00","content":"Operational trigger received from salesforce for Catalyst Software ($406k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":153,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$406k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01107","actor":"rep_01","timestamp":"2026-01-03T00:54:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01107:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01107","actor":"rep_01","timestamp":"2026-01-03T01:05:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01107:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01107","actor":"rep_01","timestamp":"2026-01-03T01:07:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01107:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01107","actor":"rep_01","timestamp":"2026-01-03T01:23:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01107:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01107","actor":"rep_01","timestamp":"2026-01-03T01:38:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01107:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01107","actor":"rep_01","timestamp":"2026-01-03T01:07:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01107:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01107","actor":"rep_01","timestamp":"2026-01-03T01:46:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01107:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01107","actor":"rep_01","timestamp":"2026-01-03T01:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01107:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01107)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01107\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":114,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01107\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01108","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-01-08T15:36:00.000Z","closed_at":"2026-01-08T16:08:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($407k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01108","actor":"rep_06","timestamp":"2026-01-08T15:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01108:00","content":"Operational trigger received from salesforce for Apex Retail Group ($407k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":255,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$407k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01108","actor":"rep_06","timestamp":"2026-01-08T15:42:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01108:01","content":"questionnaire received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01108","actor":"rep_06","timestamp":"2026-01-08T15:48:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01108:02","content":"knowledge base searched recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01108","actor":"rep_06","timestamp":"2026-01-08T15:57:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01108:03","content":"controls retrieved recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01108","actor":"rep_06","timestamp":"2026-01-08T15:48:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01108:04","content":"answers drafted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01108","actor":"rep_06","timestamp":"2026-01-08T16:21:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01108:05","content":"citations checked recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01108","actor":"rep_06","timestamp":"2026-01-08T16:36:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01108:06","content":"security reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01108","actor":"rep_06","timestamp":"2026-01-08T16:39:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01108:07","content":"response sent recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01108","actor":"rep_06","timestamp":"2026-01-08T16:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01108:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01108)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01108\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01108\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01109","actor":"rep_31","actor_name":"Aisha Taylor","company":"Aura Therapeutics","opened_at":"2026-01-15T14:49:00.000Z","closed_at":"2026-01-15T15:37:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($124k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01109","actor":"rep_31","timestamp":"2026-01-15T14:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01109:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($124k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$124k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01109","actor":"rep_31","timestamp":"2026-01-15T14:53:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01109:01","content":"questionnaire received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01109","actor":"rep_31","timestamp":"2026-01-15T15:01:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01109:02","content":"knowledge base searched recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01109","actor":"rep_31","timestamp":"2026-01-15T15:13:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01109:03","content":"controls retrieved recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01109","actor":"rep_31","timestamp":"2026-01-15T15:05:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01109:04","content":"answers drafted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01109","actor":"rep_31","timestamp":"2026-01-15T15:09:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01109:05","content":"citations checked recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01109","actor":"rep_31","timestamp":"2026-01-15T15:37:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01109:06","content":"security reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01109","actor":"rep_31","timestamp":"2026-01-15T15:31:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01109:07","content":"response sent recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01109","actor":"rep_31","timestamp":"2026-01-15T15:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01109:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01109)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01109\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01109\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01110","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-02-08T15:52:00.000Z","closed_at":"2026-02-08T17:04:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($452k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01110","actor":"rep_14","timestamp":"2026-02-08T15:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01110:00","content":"Operational trigger received from salesforce for FinTech Global ($452k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$452k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01110","actor":"rep_14","timestamp":"2026-02-08T16:02:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01110:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01110","actor":"rep_14","timestamp":"2026-02-08T16:04:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01110:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01110","actor":"rep_14","timestamp":"2026-02-08T16:13:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01110:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01110","actor":"rep_14","timestamp":"2026-02-08T16:32:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01110:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01110","actor":"rep_14","timestamp":"2026-02-08T16:27:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01110:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01110","actor":"rep_14","timestamp":"2026-02-08T16:52:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01110:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01110","actor":"rep_14","timestamp":"2026-02-08T16:34:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01110:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01110","actor":"rep_14","timestamp":"2026-02-08T17:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01110:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01110)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01110\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":245,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01110\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01111","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-01-27T04:01:00.000Z","closed_at":"2026-01-27T05:13:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($382k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01111","actor":"rep_37","timestamp":"2026-01-27T04:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01111:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($382k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$382k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01111","actor":"rep_37","timestamp":"2026-01-27T04:04:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01111:01","content":"questionnaire received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01111","actor":"rep_37","timestamp":"2026-01-27T04:07:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01111:02","content":"knowledge base searched recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01111","actor":"rep_37","timestamp":"2026-01-27T04:22:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01111:03","content":"controls retrieved recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01111","actor":"rep_37","timestamp":"2026-01-27T04:29:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01111:04","content":"answers drafted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01111","actor":"rep_37","timestamp":"2026-01-27T04:21:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01111:05","content":"citations checked recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01111","actor":"rep_37","timestamp":"2026-01-27T04:37:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01111:06","content":"security reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01111","actor":"rep_37","timestamp":"2026-01-27T04:43:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01111:07","content":"response sent recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01111","actor":"rep_37","timestamp":"2026-01-27T05:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01111:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01111)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01111\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01111\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01112","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-03-23T22:36:00.000Z","closed_at":"2026-03-24T00:04:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($102k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01112","actor":"rep_32","timestamp":"2026-03-23T22:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01112:00","content":"Operational trigger received from salesforce for Vertex Cyber ($102k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$102k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01112","actor":"rep_32","timestamp":"2026-03-23T22:40:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01112:01","content":"questionnaire received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01112","actor":"rep_32","timestamp":"2026-03-23T22:44:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01112:02","content":"knowledge base searched recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01112","actor":"rep_32","timestamp":"2026-03-23T22:45:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01112:03","content":"controls retrieved recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01112","actor":"rep_32","timestamp":"2026-03-23T23:20:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01112:04","content":"answers drafted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01112","actor":"rep_32","timestamp":"2026-03-23T23:31:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01112:05","content":"citations checked recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01112","actor":"rep_32","timestamp":"2026-03-23T23:42:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01112:06","content":"security reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01112","actor":"rep_32","timestamp":"2026-03-23T23:53:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01112:07","content":"response sent recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01112","actor":"rep_32","timestamp":"2026-03-24T00:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01112:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01112)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01112\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":177,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01112\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01113","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-01-10T17:51:00.000Z","closed_at":"2026-01-10T18:55:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($200k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01113","actor":"rep_31","timestamp":"2026-01-10T17:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01113:00","content":"Operational trigger received from salesforce for NovaBio Labs ($200k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":180,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$200k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01113","actor":"rep_31","timestamp":"2026-01-10T18:02:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01113:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01113","actor":"rep_31","timestamp":"2026-01-10T18:01:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01113:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01113","actor":"rep_31","timestamp":"2026-01-10T18:09:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01113:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01113","actor":"rep_31","timestamp":"2026-01-10T18:23:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01113:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01113","actor":"rep_31","timestamp":"2026-01-10T18:26:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01113:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01113","actor":"rep_31","timestamp":"2026-01-10T18:27:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01113:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01113","actor":"rep_31","timestamp":"2026-01-10T18:26:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01113:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01113","actor":"rep_31","timestamp":"2026-01-10T18:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01113:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01113)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01113\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":188,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01113\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01114","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-02-02T10:15:00.000Z","closed_at":"2026-02-02T11:19:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($174k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01114","actor":"rep_19","timestamp":"2026-02-02T10:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01114:00","content":"Operational trigger received from salesforce for Beacon Energy ($174k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":245,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01114","actor":"rep_19","timestamp":"2026-02-02T10:26:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01114:01","content":"questionnaire received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01114","actor":"rep_19","timestamp":"2026-02-02T10:21:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01114:02","content":"knowledge base searched recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01114","actor":"rep_19","timestamp":"2026-02-02T10:33:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01114:03","content":"controls retrieved recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01114","actor":"rep_19","timestamp":"2026-02-02T10:51:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01114:04","content":"answers drafted recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01114","actor":"rep_19","timestamp":"2026-02-02T11:05:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01114:05","content":"citations checked recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01114","actor":"rep_19","timestamp":"2026-02-02T11:03:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01114:06","content":"security reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01114","actor":"rep_19","timestamp":"2026-02-02T11:25:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01114:07","content":"response sent recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01114","actor":"rep_19","timestamp":"2026-02-02T11:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01114:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01114)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01114\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":212,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01114\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01115","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-02-20T15:15:00.000Z","closed_at":"2026-02-20T16:27:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($265k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01115","actor":"rep_32","timestamp":"2026-02-20T15:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01115:00","content":"Operational trigger received from salesforce for FinTech Global ($265k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":114,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$265k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01115","actor":"rep_32","timestamp":"2026-02-20T15:21:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01115:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01115","actor":"rep_32","timestamp":"2026-02-20T15:33:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01115:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01115","actor":"rep_32","timestamp":"2026-02-20T15:39:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01115:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01115","actor":"rep_32","timestamp":"2026-02-20T15:55:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01115:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01115","actor":"rep_32","timestamp":"2026-02-20T15:40:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01115:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01115","actor":"rep_32","timestamp":"2026-02-20T15:57:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01115:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01115","actor":"rep_32","timestamp":"2026-02-20T16:32:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01115:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01115","actor":"rep_32","timestamp":"2026-02-20T16:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01115:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01115)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01115\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":82,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01115\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01116","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-03-15T07:46:00.000Z","closed_at":"2026-03-15T09:14:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($236k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01116","actor":"rep_31","timestamp":"2026-03-15T07:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01116:00","content":"Operational trigger received from salesforce for Catalyst Software ($236k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":257,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$236k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01116","actor":"rep_31","timestamp":"2026-03-15T07:53:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01116:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01116","actor":"rep_31","timestamp":"2026-03-15T07:58:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01116:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01116","actor":"rep_31","timestamp":"2026-03-15T08:13:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01116:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01116","actor":"rep_31","timestamp":"2026-03-15T08:02:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01116:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01116","actor":"rep_31","timestamp":"2026-03-15T08:11:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01116:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01116","actor":"rep_31","timestamp":"2026-03-15T08:04:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01116:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01116","actor":"rep_31","timestamp":"2026-03-15T08:14:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01116:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01116","actor":"rep_31","timestamp":"2026-03-15T09:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01116:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01116)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01116\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":206,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01116\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01117","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-03-19T23:17:00.000Z","closed_at":"2026-03-19T23:49:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($103k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01117","actor":"rep_11","timestamp":"2026-03-19T23:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01117:00","content":"Operational trigger received from salesforce for Vanguard Financial ($103k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$103k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01117","actor":"rep_11","timestamp":"2026-03-19T23:25:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01117:01","content":"questionnaire received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01117","actor":"rep_11","timestamp":"2026-03-19T23:39:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01117:02","content":"knowledge base searched recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01117","actor":"rep_11","timestamp":"2026-03-19T23:47:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01117:03","content":"controls retrieved recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01117","actor":"rep_11","timestamp":"2026-03-19T23:33:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01117:04","content":"answers drafted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01117","actor":"rep_11","timestamp":"2026-03-19T23:32:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01117:05","content":"citations checked recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01117","actor":"rep_11","timestamp":"2026-03-19T23:59:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01117:06","content":"security reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01117","actor":"rep_11","timestamp":"2026-03-19T23:59:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01117:07","content":"response sent recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01117","actor":"rep_11","timestamp":"2026-03-19T23:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01117:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01117)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01117\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01117\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01118","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-02-18T20:31:00.000Z","closed_at":"2026-02-18T21:11:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($93k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01118","actor":"rep_19","timestamp":"2026-02-18T20:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01118:00","content":"Operational trigger received from salesforce for Stripe Technologies ($93k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":269,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$93k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01118","actor":"rep_19","timestamp":"2026-02-18T20:38:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01118:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01118","actor":"rep_19","timestamp":"2026-02-18T20:37:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01118:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01118","actor":"rep_19","timestamp":"2026-02-18T21:01:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01118:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01118","actor":"rep_19","timestamp":"2026-02-18T20:43:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01118:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01118","actor":"rep_19","timestamp":"2026-02-18T20:46:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01118:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01118","actor":"rep_19","timestamp":"2026-02-18T21:37:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01118:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01118","actor":"rep_19","timestamp":"2026-02-18T21:27:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01118:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01118","actor":"rep_19","timestamp":"2026-02-18T21:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01118:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01118)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01118\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":47,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01118\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01119","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-01-20T14:35:00.000Z","closed_at":"2026-01-20T15:23:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($170k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01119","actor":"rep_20","timestamp":"2026-01-20T14:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01119:00","content":"Operational trigger received from salesforce for Sentinel Networks ($170k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$170k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01119","actor":"rep_20","timestamp":"2026-01-20T14:43:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01119:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01119","actor":"rep_20","timestamp":"2026-01-20T14:53:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01119:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01119","actor":"rep_20","timestamp":"2026-01-20T14:56:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01119:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01119","actor":"rep_20","timestamp":"2026-01-20T14:55:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01119:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01119","actor":"rep_20","timestamp":"2026-01-20T15:15:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01119:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01119","actor":"rep_20","timestamp":"2026-01-20T14:53:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01119:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01119","actor":"rep_20","timestamp":"2026-01-20T15:38:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01119:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01119","actor":"rep_20","timestamp":"2026-01-20T15:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01119:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01119)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01119\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":125,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01119\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01120","actor":"rep_32","actor_name":"Liam O'Connor","company":"OmniChannel Inc","opened_at":"2026-01-16T06:10:00.000Z","closed_at":"2026-01-16T07:38:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($369k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01120","actor":"rep_32","timestamp":"2026-01-16T06:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01120:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($369k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$369k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01120","actor":"rep_32","timestamp":"2026-01-16T06:17:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01120:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01120","actor":"rep_32","timestamp":"2026-01-16T06:22:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01120:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01120","actor":"rep_32","timestamp":"2026-01-16T06:19:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01120:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01120","actor":"rep_32","timestamp":"2026-01-16T06:50:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01120:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01120","actor":"rep_32","timestamp":"2026-01-16T06:40:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01120:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01120","actor":"rep_32","timestamp":"2026-01-16T06:34:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01120:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01120","actor":"rep_32","timestamp":"2026-01-16T07:20:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01120:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01120","actor":"rep_32","timestamp":"2026-01-16T07:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01120:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01120)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01120\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":83,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01120\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01121","actor":"rep_32","actor_name":"Liam O'Connor","company":"CloudScale Data","opened_at":"2026-02-04T07:21:00.000Z","closed_at":"2026-02-04T08:17:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($464k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01121","actor":"rep_32","timestamp":"2026-02-04T07:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01121:00","content":"Operational trigger received from salesforce for CloudScale Data ($464k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$464k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01121","actor":"rep_32","timestamp":"2026-02-04T07:25:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01121:01","content":"questionnaire received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01121","actor":"rep_32","timestamp":"2026-02-04T07:37:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01121:02","content":"knowledge base searched recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01121","actor":"rep_32","timestamp":"2026-02-04T07:36:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01121:03","content":"controls retrieved recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01121","actor":"rep_32","timestamp":"2026-02-04T08:01:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01121:04","content":"answers drafted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01121","actor":"rep_32","timestamp":"2026-02-04T07:41:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01121:05","content":"citations checked recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"citations_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01121","actor":"rep_32","timestamp":"2026-02-04T08:09:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01121:06","content":"security reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01121","actor":"rep_32","timestamp":"2026-02-04T07:42:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01121:07","content":"response sent recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01121","actor":"rep_32","timestamp":"2026-02-04T08:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01121:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01121)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01121\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01121\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01122","actor":"rep_14","actor_name":"Rachel Adams","company":"Catalyst Software","opened_at":"2026-03-10T20:26:00.000Z","closed_at":"2026-03-10T21:30:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($438k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01122","actor":"rep_14","timestamp":"2026-03-10T20:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01122:00","content":"Operational trigger received from salesforce for Catalyst Software ($438k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":45,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$438k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01122","actor":"rep_14","timestamp":"2026-03-10T20:34:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01122:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01122","actor":"rep_14","timestamp":"2026-03-10T20:44:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01122:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01122","actor":"rep_14","timestamp":"2026-03-10T20:53:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01122:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01122","actor":"rep_14","timestamp":"2026-03-10T20:54:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01122:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01122","actor":"rep_14","timestamp":"2026-03-10T21:11:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01122:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01122","actor":"rep_14","timestamp":"2026-03-10T21:14:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01122:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01122","actor":"rep_14","timestamp":"2026-03-10T20:54:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01122:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01122","actor":"rep_14","timestamp":"2026-03-10T21:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01122:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01122)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01122\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":119,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01122\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01123","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-01-02T17:43:00.000Z","closed_at":"2026-01-02T18:39:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($402k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01123","actor":"rep_19","timestamp":"2026-01-02T17:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01123:00","content":"Operational trigger received from salesforce for Sentinel Networks ($402k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":73,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$402k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01123","actor":"rep_19","timestamp":"2026-01-02T17:46:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01123:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01123","actor":"rep_19","timestamp":"2026-01-02T17:57:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01123:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01123","actor":"rep_19","timestamp":"2026-01-02T17:55:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01123:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01123","actor":"rep_19","timestamp":"2026-01-02T18:03:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01123:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01123","actor":"rep_19","timestamp":"2026-01-02T18:38:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01123:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01123","actor":"rep_19","timestamp":"2026-01-02T18:31:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01123:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01123","actor":"rep_19","timestamp":"2026-01-02T18:11:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01123:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01123","actor":"rep_19","timestamp":"2026-01-02T18:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01123:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01123)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01123\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":224,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01123\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01124","actor":"rep_32","actor_name":"Liam O'Connor","company":"Sentinel Networks","opened_at":"2026-03-23T03:43:00.000Z","closed_at":"2026-03-23T05:03:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($131k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01124","actor":"rep_32","timestamp":"2026-03-23T03:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01124:00","content":"Operational trigger received from salesforce for Sentinel Networks ($131k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":176,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$131k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01124","actor":"rep_32","timestamp":"2026-03-23T03:49:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01124:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01124","actor":"rep_32","timestamp":"2026-03-23T04:03:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01124:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01124","actor":"rep_32","timestamp":"2026-03-23T04:07:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01124:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01124","actor":"rep_32","timestamp":"2026-03-23T04:11:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01124:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01124","actor":"rep_32","timestamp":"2026-03-23T04:33:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01124:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01124","actor":"rep_32","timestamp":"2026-03-23T04:07:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01124:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01124","actor":"rep_32","timestamp":"2026-03-23T04:04:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01124:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01124","actor":"rep_32","timestamp":"2026-03-23T05:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01124:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01124)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01124\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":100,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01124\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01125","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-01-24T06:15:00.000Z","closed_at":"2026-01-24T07:43:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($274k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01125","actor":"rep_06","timestamp":"2026-01-24T06:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01125:00","content":"Operational trigger received from salesforce for Stripe Technologies ($274k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":75,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$274k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01125","actor":"rep_06","timestamp":"2026-01-24T06:21:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01125:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01125","actor":"rep_06","timestamp":"2026-01-24T06:25:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01125:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01125","actor":"rep_06","timestamp":"2026-01-24T06:36:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01125:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01125","actor":"rep_06","timestamp":"2026-01-24T06:43:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01125:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01125","actor":"rep_06","timestamp":"2026-01-24T07:05:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01125:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01125","actor":"rep_06","timestamp":"2026-01-24T07:09:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01125:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01125","actor":"rep_06","timestamp":"2026-01-24T07:04:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01125:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01125","actor":"rep_06","timestamp":"2026-01-24T07:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01125:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01125)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01125\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":231,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01125\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01126","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-01-16T15:01:00.000Z","closed_at":"2026-01-16T16:13:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($266k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01126","actor":"rep_09","timestamp":"2026-01-16T15:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01126:00","content":"Operational trigger received from salesforce for Acme Health Systems ($266k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":267,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$266k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01126","actor":"rep_09","timestamp":"2026-01-16T15:05:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01126:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01126","actor":"rep_09","timestamp":"2026-01-16T15:07:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01126:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01126","actor":"rep_09","timestamp":"2026-01-16T15:13:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01126:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01126","actor":"rep_09","timestamp":"2026-01-16T15:41:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01126:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01126","actor":"rep_09","timestamp":"2026-01-16T15:26:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01126:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01126","actor":"rep_09","timestamp":"2026-01-16T16:01:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01126:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01126","actor":"rep_09","timestamp":"2026-01-16T15:22:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01126:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01126","actor":"rep_09","timestamp":"2026-01-16T16:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01126:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01126)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01126\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":254,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01126\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01127","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-01-01T03:28:00.000Z","closed_at":"2026-01-01T04:40:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($302k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01127","actor":"rep_06","timestamp":"2026-01-01T03:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01127:00","content":"Operational trigger received from salesforce for CloudScale Data ($302k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$302k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01127","actor":"rep_06","timestamp":"2026-01-01T03:39:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01127:01","content":"questionnaire received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01127","actor":"rep_06","timestamp":"2026-01-01T03:42:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01127:02","content":"knowledge base searched recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01127","actor":"rep_06","timestamp":"2026-01-01T03:55:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01127:03","content":"controls retrieved recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01127","actor":"rep_06","timestamp":"2026-01-01T04:08:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01127:04","content":"answers drafted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01127","actor":"rep_06","timestamp":"2026-01-01T03:48:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01127:05","content":"citations checked recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"citations_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01127","actor":"rep_06","timestamp":"2026-01-01T04:10:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01127:06","content":"security reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01127","actor":"rep_06","timestamp":"2026-01-01T03:56:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01127:07","content":"response sent recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01127","actor":"rep_06","timestamp":"2026-01-01T04:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01127:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01127)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01127\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":81,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01127\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01128","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-01-01T10:24:00.000Z","closed_at":"2026-01-01T10:56:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($446k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01128","actor":"rep_11","timestamp":"2026-01-01T10:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01128:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($446k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":234,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$446k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01128","actor":"rep_11","timestamp":"2026-01-01T10:30:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01128:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01128","actor":"rep_11","timestamp":"2026-01-01T10:40:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01128:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01128","actor":"rep_11","timestamp":"2026-01-01T10:33:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01128:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01128","actor":"rep_11","timestamp":"2026-01-01T11:08:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01128:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01128","actor":"rep_11","timestamp":"2026-01-01T10:39:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01128:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01128","actor":"rep_11","timestamp":"2026-01-01T11:24:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01128:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01128","actor":"rep_11","timestamp":"2026-01-01T11:13:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01128:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01128","actor":"rep_11","timestamp":"2026-01-01T10:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01128:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01128)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01128\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":158,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01128\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01129","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-01-26T13:46:00.000Z","closed_at":"2026-01-26T14:42:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($442k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01129","actor":"rep_06","timestamp":"2026-01-26T13:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01129:00","content":"Operational trigger received from salesforce for NovaBio Labs ($442k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$442k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01129","actor":"rep_06","timestamp":"2026-01-26T13:50:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01129:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01129","actor":"rep_06","timestamp":"2026-01-26T14:00:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01129:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01129","actor":"rep_06","timestamp":"2026-01-26T13:55:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01129:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01129","actor":"rep_06","timestamp":"2026-01-26T14:14:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01129:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01129","actor":"rep_06","timestamp":"2026-01-26T14:31:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01129:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01129","actor":"rep_06","timestamp":"2026-01-26T14:04:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01129:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01129","actor":"rep_06","timestamp":"2026-01-26T15:03:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01129:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01129","actor":"rep_06","timestamp":"2026-01-26T14:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01129:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01129)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01129\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01129\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01130","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-02-01T01:01:00.000Z","closed_at":"2026-02-01T01:57:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($460k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01130","actor":"rep_09","timestamp":"2026-02-01T01:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01130:00","content":"Operational trigger received from salesforce for Catalyst Software ($460k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":93,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$460k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01130","actor":"rep_09","timestamp":"2026-02-01T01:09:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01130:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01130","actor":"rep_09","timestamp":"2026-02-01T01:11:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01130:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01130","actor":"rep_09","timestamp":"2026-02-01T01:31:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01130:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01130","actor":"rep_09","timestamp":"2026-02-01T01:45:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01130:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01130","actor":"rep_09","timestamp":"2026-02-01T01:41:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01130:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01130","actor":"rep_09","timestamp":"2026-02-01T01:37:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01130:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01130","actor":"rep_09","timestamp":"2026-02-01T02:11:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01130:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01130","actor":"rep_09","timestamp":"2026-02-01T01:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01130:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01130)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01130\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":149,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01130\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01131","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-02-22T20:56:00.000Z","closed_at":"2026-02-22T22:16:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($387k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01131","actor":"rep_31","timestamp":"2026-02-22T20:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01131:00","content":"Operational trigger received from salesforce for Pinnacle Media ($387k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":129,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$387k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01131","actor":"rep_31","timestamp":"2026-02-22T21:05:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01131:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01131","actor":"rep_31","timestamp":"2026-02-22T21:06:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01131:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01131","actor":"rep_31","timestamp":"2026-02-22T21:08:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01131:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01131","actor":"rep_31","timestamp":"2026-02-22T21:16:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01131:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01131","actor":"rep_31","timestamp":"2026-02-22T21:16:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01131:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01131","actor":"rep_31","timestamp":"2026-02-22T21:14:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01131:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01131","actor":"rep_31","timestamp":"2026-02-22T21:31:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01131:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01131","actor":"rep_31","timestamp":"2026-02-22T22:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01131:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01131)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01131\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":90,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01131\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01132","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-01-17T20:38:00.000Z","closed_at":"2026-01-17T21:02:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($214k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01132","actor":"rep_37","timestamp":"2026-01-17T20:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01132:00","content":"Operational trigger received from salesforce for Stripe Technologies ($214k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$214k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01132","actor":"rep_37","timestamp":"2026-01-17T20:41:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01132:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01132","actor":"rep_37","timestamp":"2026-01-17T20:56:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01132:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01132","actor":"rep_37","timestamp":"2026-01-17T20:50:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01132:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01132","actor":"rep_37","timestamp":"2026-01-17T20:54:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01132:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01132","actor":"rep_37","timestamp":"2026-01-17T21:18:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01132:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01132","actor":"rep_37","timestamp":"2026-01-17T21:14:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01132:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01132","actor":"rep_37","timestamp":"2026-01-17T21:13:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01132:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01132","actor":"rep_37","timestamp":"2026-01-17T21:02:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01132:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01132)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01132\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":110,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01132\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01133","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-02-24T15:34:00.000Z","closed_at":"2026-02-24T16:46:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($342k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01133","actor":"rep_19","timestamp":"2026-02-24T15:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01133:00","content":"Operational trigger received from salesforce for Apex Retail Group ($342k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":121,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$342k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01133","actor":"rep_19","timestamp":"2026-02-24T15:38:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01133:01","content":"questionnaire received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01133","actor":"rep_19","timestamp":"2026-02-24T15:50:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01133:02","content":"knowledge base searched recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01133","actor":"rep_19","timestamp":"2026-02-24T15:58:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01133:03","content":"controls retrieved recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01133","actor":"rep_19","timestamp":"2026-02-24T15:50:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01133:04","content":"answers drafted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01133","actor":"rep_19","timestamp":"2026-02-24T16:14:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01133:05","content":"citations checked recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01133","actor":"rep_19","timestamp":"2026-02-24T16:04:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01133:06","content":"security reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01133","actor":"rep_19","timestamp":"2026-02-24T15:55:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01133:07","content":"response sent recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01133","actor":"rep_19","timestamp":"2026-02-24T16:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01133:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01133)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01133\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":127,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01133\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01134","actor":"rep_14","actor_name":"Rachel Adams","company":"Meridian Logistics","opened_at":"2026-03-27T05:47:00.000Z","closed_at":"2026-03-27T06:59:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($90k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01134","actor":"rep_14","timestamp":"2026-03-27T05:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01134:00","content":"Operational trigger received from salesforce for Meridian Logistics ($90k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":118,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$90k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01134","actor":"rep_14","timestamp":"2026-03-27T05:56:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01134:01","content":"questionnaire received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01134","actor":"rep_14","timestamp":"2026-03-27T05:53:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01134:02","content":"knowledge base searched recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01134","actor":"rep_14","timestamp":"2026-03-27T05:56:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01134:03","content":"controls retrieved recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01134","actor":"rep_14","timestamp":"2026-03-27T05:59:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01134:04","content":"answers drafted recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01134","actor":"rep_14","timestamp":"2026-03-27T06:22:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01134:05","content":"citations checked recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01134","actor":"rep_14","timestamp":"2026-03-27T06:41:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01134:06","content":"security reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01134","actor":"rep_14","timestamp":"2026-03-27T06:43:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01134:07","content":"response sent recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01134","actor":"rep_14","timestamp":"2026-03-27T06:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01134:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01134)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01134\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01134\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01135","actor":"rep_06","actor_name":"Marcus Vance","company":"Sentinel Networks","opened_at":"2026-01-24T16:48:00.000Z","closed_at":"2026-01-24T17:28:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($133k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01135","actor":"rep_06","timestamp":"2026-01-24T16:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01135:00","content":"Operational trigger received from salesforce for Sentinel Networks ($133k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":90,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$133k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01135","actor":"rep_06","timestamp":"2026-01-24T16:55:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01135:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01135","actor":"rep_06","timestamp":"2026-01-24T17:10:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01135:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01135","actor":"rep_06","timestamp":"2026-01-24T17:15:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01135:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01135","actor":"rep_06","timestamp":"2026-01-24T17:00:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01135:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01135","actor":"rep_06","timestamp":"2026-01-24T17:38:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01135:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01135","actor":"rep_06","timestamp":"2026-01-24T17:54:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01135:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01135","actor":"rep_06","timestamp":"2026-01-24T17:58:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01135:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01135","actor":"rep_06","timestamp":"2026-01-24T17:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01135:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01135)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01135\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":263,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01135\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01136","actor":"rep_19","actor_name":"James Wilson","company":"Catalyst Software","opened_at":"2026-01-01T00:13:00.000Z","closed_at":"2026-01-01T00:37:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($46k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01136","actor":"rep_19","timestamp":"2026-01-01T00:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01136:00","content":"Operational trigger received from salesforce for Catalyst Software ($46k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":238,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$46k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01136","actor":"rep_19","timestamp":"2026-01-01T00:24:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01136:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01136","actor":"rep_19","timestamp":"2026-01-01T00:35:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01136:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01136","actor":"rep_19","timestamp":"2026-01-01T00:43:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01136:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01136","actor":"rep_19","timestamp":"2026-01-01T00:37:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01136:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01136","actor":"rep_19","timestamp":"2026-01-01T00:38:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01136:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01136","actor":"rep_19","timestamp":"2026-01-01T01:13:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01136:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01136","actor":"rep_19","timestamp":"2026-01-01T00:55:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01136:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01136","actor":"rep_19","timestamp":"2026-01-01T00:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01136:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01136)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01136\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":182,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01136\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01137","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-03-19T23:38:00.000Z","closed_at":"2026-03-20T00:42:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($88k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01137","actor":"rep_20","timestamp":"2026-03-19T23:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01137:00","content":"Operational trigger received from salesforce for Sentinel Networks ($88k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":176,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$88k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01137","actor":"rep_20","timestamp":"2026-03-19T23:45:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01137:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01137","actor":"rep_20","timestamp":"2026-03-19T23:48:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01137:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01137","actor":"rep_20","timestamp":"2026-03-19T23:47:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01137:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01137","actor":"rep_20","timestamp":"2026-03-19T23:54:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01137:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01137","actor":"rep_20","timestamp":"2026-03-20T00:03:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01137:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01137","actor":"rep_20","timestamp":"2026-03-20T00:02:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01137:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01137","actor":"rep_20","timestamp":"2026-03-20T00:41:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01137:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01137","actor":"rep_20","timestamp":"2026-03-20T00:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01137:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01137)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01137\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":228,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01137\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01138","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-02-02T19:14:00.000Z","closed_at":"2026-02-02T20:34:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($236k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01138","actor":"rep_01","timestamp":"2026-02-02T19:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01138:00","content":"Operational trigger received from salesforce for Catalyst Software ($236k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":258,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$236k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01138","actor":"rep_01","timestamp":"2026-02-02T19:21:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01138:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01138","actor":"rep_01","timestamp":"2026-02-02T19:36:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01138:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01138","actor":"rep_01","timestamp":"2026-02-02T19:23:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01138:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01138","actor":"rep_01","timestamp":"2026-02-02T19:58:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01138:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01138","actor":"rep_01","timestamp":"2026-02-02T19:44:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01138:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01138","actor":"rep_01","timestamp":"2026-02-02T19:32:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01138:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01138","actor":"rep_01","timestamp":"2026-02-02T20:03:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01138:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01138","actor":"rep_01","timestamp":"2026-02-02T20:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01138:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01138)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01138\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":247,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01138\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01139","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-03-29T01:42:00.000Z","closed_at":"2026-03-29T02:06:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($301k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01139","actor":"rep_06","timestamp":"2026-03-29T01:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01139:00","content":"Operational trigger received from salesforce for Pinnacle Media ($301k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":236,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$301k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01139","actor":"rep_06","timestamp":"2026-03-29T01:53:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01139:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01139","actor":"rep_06","timestamp":"2026-03-29T01:54:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01139:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01139","actor":"rep_06","timestamp":"2026-03-29T02:06:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01139:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01139","actor":"rep_06","timestamp":"2026-03-29T02:06:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01139:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01139","actor":"rep_06","timestamp":"2026-03-29T02:22:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01139:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01139","actor":"rep_06","timestamp":"2026-03-29T02:12:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01139:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01139","actor":"rep_06","timestamp":"2026-03-29T02:52:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01139:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01139","actor":"rep_06","timestamp":"2026-03-29T02:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01139:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01139)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01139\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01139\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01140","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-03-13T10:43:00.000Z","closed_at":"2026-03-13T11:55:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($270k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01140","actor":"rep_31","timestamp":"2026-03-13T10:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01140:00","content":"Operational trigger received from salesforce for Pinnacle Media ($270k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$270k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01140","actor":"rep_31","timestamp":"2026-03-13T10:50:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01140:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01140","actor":"rep_31","timestamp":"2026-03-13T11:05:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01140:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01140","actor":"rep_31","timestamp":"2026-03-13T11:04:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01140:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01140","actor":"rep_31","timestamp":"2026-03-13T11:23:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01140:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01140","actor":"rep_31","timestamp":"2026-03-13T11:08:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01140:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01140","actor":"rep_31","timestamp":"2026-03-13T11:19:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01140:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01140","actor":"rep_31","timestamp":"2026-03-13T11:11:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01140:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01140","actor":"rep_31","timestamp":"2026-03-13T11:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01140:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01140)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01140\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":201,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01140\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01141","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-01-20T19:46:00.000Z","closed_at":"2026-01-20T20:58:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($205k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01141","actor":"rep_19","timestamp":"2026-01-20T19:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01141:00","content":"Operational trigger received from salesforce for Apex Retail Group ($205k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$205k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01141","actor":"rep_19","timestamp":"2026-01-20T19:54:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01141:01","content":"questionnaire received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01141","actor":"rep_19","timestamp":"2026-01-20T20:08:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01141:02","content":"knowledge base searched recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01141","actor":"rep_19","timestamp":"2026-01-20T20:01:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01141:03","content":"controls retrieved recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01141","actor":"rep_19","timestamp":"2026-01-20T20:30:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01141:04","content":"answers drafted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01141","actor":"rep_19","timestamp":"2026-01-20T20:36:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01141:05","content":"citations checked recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01141","actor":"rep_19","timestamp":"2026-01-20T20:40:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01141:06","content":"security reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01141","actor":"rep_19","timestamp":"2026-01-20T20:35:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01141:07","content":"response sent recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01141","actor":"rep_19","timestamp":"2026-01-20T20:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01141:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01141)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01141\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":254,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01141\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01142","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-02-22T17:26:00.000Z","closed_at":"2026-02-22T17:50:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($439k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01142","actor":"rep_37","timestamp":"2026-02-22T17:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01142:00","content":"Operational trigger received from salesforce for Acme Health Systems ($439k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$439k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01142","actor":"rep_37","timestamp":"2026-02-22T17:35:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01142:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01142","actor":"rep_37","timestamp":"2026-02-22T17:36:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01142:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01142","actor":"rep_37","timestamp":"2026-02-22T17:47:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01142:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01142","actor":"rep_37","timestamp":"2026-02-22T17:58:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01142:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01142","actor":"rep_37","timestamp":"2026-02-22T17:51:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01142:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01142","actor":"rep_37","timestamp":"2026-02-22T17:50:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01142:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01142","actor":"rep_37","timestamp":"2026-02-22T18:43:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01142:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01142","actor":"rep_37","timestamp":"2026-02-22T17:50:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01142:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01142)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01142\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01142\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01143","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-01-15T08:59:00.000Z","closed_at":"2026-01-15T10:11:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($416k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01143","actor":"rep_01","timestamp":"2026-01-15T08:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01143:00","content":"Operational trigger received from salesforce for Stripe Technologies ($416k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":125,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$416k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01143","actor":"rep_01","timestamp":"2026-01-15T09:09:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01143:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01143","actor":"rep_01","timestamp":"2026-01-15T09:13:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01143:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01143","actor":"rep_01","timestamp":"2026-01-15T09:23:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01143:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01143","actor":"rep_01","timestamp":"2026-01-15T09:23:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01143:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01143","actor":"rep_01","timestamp":"2026-01-15T09:39:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01143:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01143","actor":"rep_01","timestamp":"2026-01-15T09:47:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01143:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01143","actor":"rep_01","timestamp":"2026-01-15T09:27:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01143:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01143","actor":"rep_01","timestamp":"2026-01-15T10:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01143:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01143)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01143\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":253,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01143\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01144","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-01-17T09:53:00.000Z","closed_at":"2026-01-17T10:25:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($387k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01144","actor":"rep_14","timestamp":"2026-01-17T09:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01144:00","content":"Operational trigger received from salesforce for FinTech Global ($387k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":184,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$387k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01144","actor":"rep_14","timestamp":"2026-01-17T10:01:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01144:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01144","actor":"rep_14","timestamp":"2026-01-17T10:15:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01144:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01144","actor":"rep_14","timestamp":"2026-01-17T10:23:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01144:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01144","actor":"rep_14","timestamp":"2026-01-17T10:29:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01144:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01144","actor":"rep_14","timestamp":"2026-01-17T10:18:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01144:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01144","actor":"rep_14","timestamp":"2026-01-17T10:53:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01144:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01144","actor":"rep_14","timestamp":"2026-01-17T10:42:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01144:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01144","actor":"rep_14","timestamp":"2026-01-17T10:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01144:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01144)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01144\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":91,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01144\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01145","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-02-24T07:01:00.000Z","closed_at":"2026-02-24T07:57:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($174k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01145","actor":"rep_37","timestamp":"2026-02-24T07:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01145:00","content":"Operational trigger received from salesforce for Beacon Energy ($174k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01145","actor":"rep_37","timestamp":"2026-02-24T07:07:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01145:01","content":"questionnaire received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01145","actor":"rep_37","timestamp":"2026-02-24T07:09:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01145:02","content":"knowledge base searched recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01145","actor":"rep_37","timestamp":"2026-02-24T07:34:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01145:03","content":"controls retrieved recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01145","actor":"rep_37","timestamp":"2026-02-24T07:41:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01145:04","content":"answers drafted recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":251,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01145","actor":"rep_37","timestamp":"2026-02-24T07:51:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01145:05","content":"citations checked recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01145","actor":"rep_37","timestamp":"2026-02-24T07:25:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01145:06","content":"security reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01145","actor":"rep_37","timestamp":"2026-02-24T07:50:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01145:07","content":"response sent recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01145","actor":"rep_37","timestamp":"2026-02-24T07:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01145:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01145)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01145\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":278,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01145\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01146","actor":"rep_14","actor_name":"Rachel Adams","company":"Aura Therapeutics","opened_at":"2026-02-24T04:47:00.000Z","closed_at":"2026-02-24T06:07:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($123k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01146","actor":"rep_14","timestamp":"2026-02-24T04:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01146:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($123k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$123k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01146","actor":"rep_14","timestamp":"2026-02-24T04:58:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01146:01","content":"questionnaire received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01146","actor":"rep_14","timestamp":"2026-02-24T05:03:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01146:02","content":"knowledge base searched recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01146","actor":"rep_14","timestamp":"2026-02-24T05:08:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01146:03","content":"controls retrieved recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01146","actor":"rep_14","timestamp":"2026-02-24T05:19:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01146:04","content":"answers drafted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01146","actor":"rep_14","timestamp":"2026-02-24T05:12:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01146:05","content":"citations checked recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01146","actor":"rep_14","timestamp":"2026-02-24T05:17:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01146:06","content":"security reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01146","actor":"rep_14","timestamp":"2026-02-24T05:22:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01146:07","content":"response sent recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01146","actor":"rep_14","timestamp":"2026-02-24T06:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01146:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01146)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01146\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01146\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01147","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-01-30T11:55:00.000Z","closed_at":"2026-01-30T12:35:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($233k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01147","actor":"rep_06","timestamp":"2026-01-30T11:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01147:00","content":"Operational trigger received from salesforce for CloudScale Data ($233k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":128,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$233k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01147","actor":"rep_06","timestamp":"2026-01-30T11:58:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01147:01","content":"questionnaire received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01147","actor":"rep_06","timestamp":"2026-01-30T12:01:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01147:02","content":"knowledge base searched recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01147","actor":"rep_06","timestamp":"2026-01-30T12:19:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01147:03","content":"controls retrieved recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01147","actor":"rep_06","timestamp":"2026-01-30T12:15:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01147:04","content":"answers drafted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01147","actor":"rep_06","timestamp":"2026-01-30T12:25:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01147:05","content":"citations checked recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"citations_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01147","actor":"rep_06","timestamp":"2026-01-30T12:37:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01147:06","content":"security reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01147","actor":"rep_06","timestamp":"2026-01-30T12:51:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01147:07","content":"response sent recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01147","actor":"rep_06","timestamp":"2026-01-30T12:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01147:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01147)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01147\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":260,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01147\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01148","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-01-01T13:00:00.000Z","closed_at":"2026-01-01T14:04:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($303k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01148","actor":"rep_14","timestamp":"2026-01-01T13:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01148:00","content":"Operational trigger received from salesforce for FinTech Global ($303k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$303k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01148","actor":"rep_14","timestamp":"2026-01-01T13:04:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01148:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01148","actor":"rep_14","timestamp":"2026-01-01T13:14:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01148:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01148","actor":"rep_14","timestamp":"2026-01-01T13:30:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01148:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01148","actor":"rep_14","timestamp":"2026-01-01T13:12:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01148:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01148","actor":"rep_14","timestamp":"2026-01-01T13:55:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01148:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01148","actor":"rep_14","timestamp":"2026-01-01T13:30:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01148:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01148","actor":"rep_14","timestamp":"2026-01-01T13:42:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01148:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01148","actor":"rep_14","timestamp":"2026-01-01T14:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01148:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01148)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01148\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01148\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01149","actor":"rep_01","actor_name":"Sarah Chen","company":"Sentinel Networks","opened_at":"2026-01-13T23:49:00.000Z","closed_at":"2026-01-14T00:37:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($98k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01149","actor":"rep_01","timestamp":"2026-01-13T23:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01149:00","content":"Operational trigger received from salesforce for Sentinel Networks ($98k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":163,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$98k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01149","actor":"rep_01","timestamp":"2026-01-13T23:52:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01149:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01149","actor":"rep_01","timestamp":"2026-01-13T23:59:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01149:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01149","actor":"rep_01","timestamp":"2026-01-14T00:16:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01149:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01149","actor":"rep_01","timestamp":"2026-01-14T00:01:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01149:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01149","actor":"rep_01","timestamp":"2026-01-14T00:14:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01149:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01149","actor":"rep_01","timestamp":"2026-01-14T00:31:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01149:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01149","actor":"rep_01","timestamp":"2026-01-14T00:24:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01149:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01149","actor":"rep_01","timestamp":"2026-01-14T00:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01149:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01149)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01149\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":254,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01149\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01150","actor":"rep_09","actor_name":"Elena Rostova","company":"FinTech Global","opened_at":"2026-02-28T16:17:00.000Z","closed_at":"2026-02-28T17:29:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($113k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01150","actor":"rep_09","timestamp":"2026-02-28T16:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01150:00","content":"Operational trigger received from salesforce for FinTech Global ($113k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$113k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01150","actor":"rep_09","timestamp":"2026-02-28T16:26:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01150:01","content":"questionnaire received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01150","actor":"rep_09","timestamp":"2026-02-28T16:29:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01150:02","content":"knowledge base searched recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01150","actor":"rep_09","timestamp":"2026-02-28T16:44:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01150:03","content":"controls retrieved recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01150","actor":"rep_09","timestamp":"2026-02-28T16:57:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01150:04","content":"answers drafted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01150","actor":"rep_09","timestamp":"2026-02-28T17:07:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01150:05","content":"citations checked recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"citations_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01150","actor":"rep_09","timestamp":"2026-02-28T16:53:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01150:06","content":"security reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01150","actor":"rep_09","timestamp":"2026-02-28T16:38:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01150:07","content":"response sent recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01150","actor":"rep_09","timestamp":"2026-02-28T17:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01150:08","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01150)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01150\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01150\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01151","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-02-20T18:20:00.000Z","closed_at":"2026-02-20T19:16:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($340k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01151","actor":"rep_32","timestamp":"2026-02-20T18:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01151:00","content":"Operational trigger received from salesforce for Pinnacle Media ($340k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":155,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$340k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01151","actor":"rep_32","timestamp":"2026-02-20T18:27:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01151:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01151","actor":"rep_32","timestamp":"2026-02-20T18:34:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01151:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01151","actor":"rep_32","timestamp":"2026-02-20T18:44:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01151:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01151","actor":"rep_32","timestamp":"2026-02-20T18:44:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01151:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01151","actor":"rep_32","timestamp":"2026-02-20T18:35:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01151:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01151","actor":"rep_32","timestamp":"2026-02-20T19:20:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01151:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01151","actor":"rep_32","timestamp":"2026-02-20T18:55:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01151:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01151","actor":"rep_32","timestamp":"2026-02-20T19:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01151:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01151)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01151\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":78,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01151\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01152","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-03-12T00:11:00.000Z","closed_at":"2026-03-12T00:43:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($337k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01152","actor":"rep_14","timestamp":"2026-03-12T00:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01152:00","content":"Operational trigger received from salesforce for NovaBio Labs ($337k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":134,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$337k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01152","actor":"rep_14","timestamp":"2026-03-12T00:17:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01152:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01152","actor":"rep_14","timestamp":"2026-03-12T00:29:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01152:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01152","actor":"rep_14","timestamp":"2026-03-12T00:41:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01152:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01152","actor":"rep_14","timestamp":"2026-03-12T00:31:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01152:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01152","actor":"rep_14","timestamp":"2026-03-12T01:01:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01152:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01152","actor":"rep_14","timestamp":"2026-03-12T00:47:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01152:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01152","actor":"rep_14","timestamp":"2026-03-12T01:14:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01152:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01152","actor":"rep_14","timestamp":"2026-03-12T00:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01152:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01152)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01152\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01152\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01153","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-01-27T08:51:00.000Z","closed_at":"2026-01-27T09:39:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($82k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01153","actor":"rep_09","timestamp":"2026-01-27T08:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01153:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($82k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$82k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01153","actor":"rep_09","timestamp":"2026-01-27T08:54:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01153:01","content":"questionnaire received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01153","actor":"rep_09","timestamp":"2026-01-27T09:11:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01153:02","content":"knowledge base searched recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01153","actor":"rep_09","timestamp":"2026-01-27T09:06:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01153:03","content":"controls retrieved recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01153","actor":"rep_09","timestamp":"2026-01-27T09:03:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01153:04","content":"answers drafted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01153","actor":"rep_09","timestamp":"2026-01-27T09:41:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01153:05","content":"citations checked recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01153","actor":"rep_09","timestamp":"2026-01-27T09:45:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01153:06","content":"security reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01153","actor":"rep_09","timestamp":"2026-01-27T10:01:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01153:07","content":"response sent recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01153","actor":"rep_09","timestamp":"2026-01-27T09:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01153:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01153)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01153\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":56,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01153\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01154","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-02-16T05:27:00.000Z","closed_at":"2026-02-16T06:39:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($242k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01154","actor":"rep_09","timestamp":"2026-02-16T05:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01154:00","content":"Operational trigger received from salesforce for Acme Health Systems ($242k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":60,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$242k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01154","actor":"rep_09","timestamp":"2026-02-16T05:30:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01154:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01154","actor":"rep_09","timestamp":"2026-02-16T05:45:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01154:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01154","actor":"rep_09","timestamp":"2026-02-16T05:42:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01154:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01154","actor":"rep_09","timestamp":"2026-02-16T06:11:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01154:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01154","actor":"rep_09","timestamp":"2026-02-16T06:02:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01154:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01154","actor":"rep_09","timestamp":"2026-02-16T05:57:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01154:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01154","actor":"rep_09","timestamp":"2026-02-16T06:02:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01154:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01154","actor":"rep_09","timestamp":"2026-02-16T06:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01154:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01154)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01154\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01154\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01155","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-02-18T14:04:00.000Z","closed_at":"2026-02-18T14:52:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($112k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01155","actor":"rep_06","timestamp":"2026-02-18T14:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01155:00","content":"Operational trigger received from salesforce for Pinnacle Media ($112k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":237,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$112k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01155","actor":"rep_06","timestamp":"2026-02-18T14:07:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01155:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01155","actor":"rep_06","timestamp":"2026-02-18T14:24:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01155:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01155","actor":"rep_06","timestamp":"2026-02-18T14:19:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01155:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01155","actor":"rep_06","timestamp":"2026-02-18T14:32:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01155:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01155","actor":"rep_06","timestamp":"2026-02-18T14:39:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01155:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01155","actor":"rep_06","timestamp":"2026-02-18T14:46:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01155:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01155","actor":"rep_06","timestamp":"2026-02-18T15:21:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01155:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01155","actor":"rep_06","timestamp":"2026-02-18T14:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01155:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01155)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01155\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":281,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01155\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01156","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-01-30T19:50:00.000Z","closed_at":"2026-01-30T21:10:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($375k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01156","actor":"rep_01","timestamp":"2026-01-30T19:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01156:00","content":"Operational trigger received from salesforce for Vanguard Financial ($375k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":231,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$375k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01156","actor":"rep_01","timestamp":"2026-01-30T19:53:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01156:01","content":"questionnaire received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01156","actor":"rep_01","timestamp":"2026-01-30T20:02:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01156:02","content":"knowledge base searched recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01156","actor":"rep_01","timestamp":"2026-01-30T20:02:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01156:03","content":"controls retrieved recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01156","actor":"rep_01","timestamp":"2026-01-30T20:30:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01156:04","content":"answers drafted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01156","actor":"rep_01","timestamp":"2026-01-30T20:25:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01156:05","content":"citations checked recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01156","actor":"rep_01","timestamp":"2026-01-30T20:08:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01156:06","content":"security reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01156","actor":"rep_01","timestamp":"2026-01-30T20:46:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01156:07","content":"response sent recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01156","actor":"rep_01","timestamp":"2026-01-30T21:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01156:08","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01156)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01156\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01156\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01157","actor":"rep_01","actor_name":"Sarah Chen","company":"Meridian Logistics","opened_at":"2026-03-02T02:06:00.000Z","closed_at":"2026-03-02T03:10:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($349k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01157","actor":"rep_01","timestamp":"2026-03-02T02:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01157:00","content":"Operational trigger received from salesforce for Meridian Logistics ($349k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":229,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$349k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01157","actor":"rep_01","timestamp":"2026-03-02T02:14:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01157:01","content":"questionnaire received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01157","actor":"rep_01","timestamp":"2026-03-02T02:12:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01157:02","content":"knowledge base searched recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01157","actor":"rep_01","timestamp":"2026-03-02T02:33:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01157:03","content":"controls retrieved recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01157","actor":"rep_01","timestamp":"2026-03-02T02:30:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01157:04","content":"answers drafted recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01157","actor":"rep_01","timestamp":"2026-03-02T02:41:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01157:05","content":"citations checked recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01157","actor":"rep_01","timestamp":"2026-03-02T03:12:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01157:06","content":"security reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01157","actor":"rep_01","timestamp":"2026-03-02T03:16:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01157:07","content":"response sent recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01157","actor":"rep_01","timestamp":"2026-03-02T03:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01157:08","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01157)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01157\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":212,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01157\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01158","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-01-07T00:18:00.000Z","closed_at":"2026-01-07T00:50:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($142k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01158","actor":"rep_19","timestamp":"2026-01-07T00:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01158:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($142k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$142k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01158","actor":"rep_19","timestamp":"2026-01-07T00:27:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01158:01","content":"questionnaire received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01158","actor":"rep_19","timestamp":"2026-01-07T00:28:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01158:02","content":"knowledge base searched recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01158","actor":"rep_19","timestamp":"2026-01-07T00:51:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01158:03","content":"controls retrieved recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01158","actor":"rep_19","timestamp":"2026-01-07T00:58:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01158:04","content":"answers drafted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01158","actor":"rep_19","timestamp":"2026-01-07T00:53:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01158:05","content":"citations checked recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01158","actor":"rep_19","timestamp":"2026-01-07T00:42:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01158:06","content":"security reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01158","actor":"rep_19","timestamp":"2026-01-07T00:53:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01158:07","content":"response sent recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01158","actor":"rep_19","timestamp":"2026-01-07T00:50:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01158:08","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01158)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01158\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":66,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01158\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01159","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-01-18T23:51:00.000Z","closed_at":"2026-01-19T01:11:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($325k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01159","actor":"rep_19","timestamp":"2026-01-18T23:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01159:00","content":"Operational trigger received from salesforce for CloudScale Data ($325k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":190,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$325k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01159","actor":"rep_19","timestamp":"2026-01-19T00:02:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01159:01","content":"questionnaire received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01159","actor":"rep_19","timestamp":"2026-01-19T00:05:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01159:02","content":"knowledge base searched recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01159","actor":"rep_19","timestamp":"2026-01-19T00:18:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01159:03","content":"controls retrieved recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01159","actor":"rep_19","timestamp":"2026-01-19T00:19:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01159:04","content":"answers drafted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01159","actor":"rep_19","timestamp":"2026-01-19T00:26:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01159:05","content":"citations checked recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"citations_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01159","actor":"rep_19","timestamp":"2026-01-19T00:15:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01159:06","content":"security reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01159","actor":"rep_19","timestamp":"2026-01-19T00:19:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01159:07","content":"response sent recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01159","actor":"rep_19","timestamp":"2026-01-19T01:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01159:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01159)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01159\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":232,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01159\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01160","actor":"rep_09","actor_name":"Elena Rostova","company":"CloudScale Data","opened_at":"2026-03-21T21:15:00.000Z","closed_at":"2026-03-21T22:11:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($130k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01160","actor":"rep_09","timestamp":"2026-03-21T21:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01160:00","content":"Operational trigger received from salesforce for CloudScale Data ($130k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":230,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$130k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01160","actor":"rep_09","timestamp":"2026-03-21T21:26:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01160:01","content":"questionnaire received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01160","actor":"rep_09","timestamp":"2026-03-21T21:33:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01160:02","content":"knowledge base searched recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01160","actor":"rep_09","timestamp":"2026-03-21T21:30:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01160:03","content":"controls retrieved recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01160","actor":"rep_09","timestamp":"2026-03-21T21:43:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01160:04","content":"answers drafted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01160","actor":"rep_09","timestamp":"2026-03-21T21:40:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01160:05","content":"citations checked recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"citations_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01160","actor":"rep_09","timestamp":"2026-03-21T21:33:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01160:06","content":"security reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01160","actor":"rep_09","timestamp":"2026-03-21T22:25:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01160:07","content":"response sent recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01160","actor":"rep_09","timestamp":"2026-03-21T22:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01160:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01160)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01160\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":135,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01160\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01161","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-01-19T16:18:00.000Z","closed_at":"2026-01-19T16:50:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($213k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01161","actor":"rep_31","timestamp":"2026-01-19T16:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01161:00","content":"Operational trigger received from salesforce for Beacon Energy ($213k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$213k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01161","actor":"rep_31","timestamp":"2026-01-19T16:27:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01161:01","content":"questionnaire received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01161","actor":"rep_31","timestamp":"2026-01-19T16:38:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01161:02","content":"knowledge base searched recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01161","actor":"rep_31","timestamp":"2026-01-19T16:36:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01161:03","content":"controls retrieved recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01161","actor":"rep_31","timestamp":"2026-01-19T16:50:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01161:04","content":"answers drafted recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01161","actor":"rep_31","timestamp":"2026-01-19T16:38:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01161:05","content":"citations checked recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01161","actor":"rep_31","timestamp":"2026-01-19T17:12:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01161:06","content":"security reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01161","actor":"rep_31","timestamp":"2026-01-19T17:28:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01161:07","content":"response sent recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01161","actor":"rep_31","timestamp":"2026-01-19T16:50:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01161:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01161)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01161\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":166,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01161\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01162","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-03-08T08:00:00.000Z","closed_at":"2026-03-08T09:04:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($192k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01162","actor":"rep_01","timestamp":"2026-03-08T08:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01162:00","content":"Operational trigger received from salesforce for NovaBio Labs ($192k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$192k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01162","actor":"rep_01","timestamp":"2026-03-08T08:03:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01162:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01162","actor":"rep_01","timestamp":"2026-03-08T08:10:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01162:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01162","actor":"rep_01","timestamp":"2026-03-08T08:15:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01162:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01162","actor":"rep_01","timestamp":"2026-03-08T08:28:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01162:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01162","actor":"rep_01","timestamp":"2026-03-08T08:20:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01162:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01162","actor":"rep_01","timestamp":"2026-03-08T08:54:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01162:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01162","actor":"rep_01","timestamp":"2026-03-08T09:10:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01162:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01162","actor":"rep_01","timestamp":"2026-03-08T09:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01162:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01162)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01162\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01162\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01163","actor":"rep_31","actor_name":"Aisha Taylor","company":"OmniChannel Inc","opened_at":"2026-02-26T19:14:00.000Z","closed_at":"2026-02-26T19:54:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($152k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01163","actor":"rep_31","timestamp":"2026-02-26T19:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01163:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($152k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":253,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$152k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01163","actor":"rep_31","timestamp":"2026-02-26T19:17:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01163:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01163","actor":"rep_31","timestamp":"2026-02-26T19:20:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01163:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01163","actor":"rep_31","timestamp":"2026-02-26T19:41:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01163:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01163","actor":"rep_31","timestamp":"2026-02-26T19:26:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01163:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01163","actor":"rep_31","timestamp":"2026-02-26T20:04:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01163:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01163","actor":"rep_31","timestamp":"2026-02-26T19:50:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01163:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01163","actor":"rep_31","timestamp":"2026-02-26T20:17:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01163:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01163","actor":"rep_31","timestamp":"2026-02-26T19:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01163:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01163)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01163\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01163\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01164","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-03-07T13:31:00.000Z","closed_at":"2026-03-07T14:19:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($251k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01164","actor":"rep_37","timestamp":"2026-03-07T13:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01164:00","content":"Operational trigger received from salesforce for Vertex Cyber ($251k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$251k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01164","actor":"rep_37","timestamp":"2026-03-07T13:42:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01164:01","content":"questionnaire received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01164","actor":"rep_37","timestamp":"2026-03-07T13:49:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01164:02","content":"knowledge base searched recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01164","actor":"rep_37","timestamp":"2026-03-07T13:58:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01164:03","content":"controls retrieved recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01164","actor":"rep_37","timestamp":"2026-03-07T14:11:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01164:04","content":"answers drafted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01164","actor":"rep_37","timestamp":"2026-03-07T14:06:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01164:05","content":"citations checked recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01164","actor":"rep_37","timestamp":"2026-03-07T14:37:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01164:06","content":"security reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01164","actor":"rep_37","timestamp":"2026-03-07T14:13:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01164:07","content":"response sent recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01164","actor":"rep_37","timestamp":"2026-03-07T14:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01164:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01164)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01164\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":276,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01164\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01165","actor":"rep_31","actor_name":"Aisha Taylor","company":"Stripe Technologies","opened_at":"2026-02-21T03:54:00.000Z","closed_at":"2026-02-21T05:14:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($192k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01165","actor":"rep_31","timestamp":"2026-02-21T03:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01165:00","content":"Operational trigger received from salesforce for Stripe Technologies ($192k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$192k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01165","actor":"rep_31","timestamp":"2026-02-21T04:05:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01165:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01165","actor":"rep_31","timestamp":"2026-02-21T04:06:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01165:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01165","actor":"rep_31","timestamp":"2026-02-21T04:06:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01165:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01165","actor":"rep_31","timestamp":"2026-02-21T04:22:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01165:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01165","actor":"rep_31","timestamp":"2026-02-21T04:24:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01165:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01165","actor":"rep_31","timestamp":"2026-02-21T04:48:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01165:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01165","actor":"rep_31","timestamp":"2026-02-21T05:04:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01165:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01165","actor":"rep_31","timestamp":"2026-02-21T05:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01165:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01165)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01165\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01165\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01166","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-01-01T10:39:00.000Z","closed_at":"2026-01-01T11:27:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($286k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01166","actor":"rep_37","timestamp":"2026-01-01T10:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01166:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($286k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$286k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01166","actor":"rep_37","timestamp":"2026-01-01T10:49:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01166:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01166","actor":"rep_37","timestamp":"2026-01-01T10:47:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01166:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01166","actor":"rep_37","timestamp":"2026-01-01T11:09:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01166:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01166","actor":"rep_37","timestamp":"2026-01-01T11:11:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01166:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01166","actor":"rep_37","timestamp":"2026-01-01T11:34:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01166:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01166","actor":"rep_37","timestamp":"2026-01-01T11:33:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01166:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01166","actor":"rep_37","timestamp":"2026-01-01T11:56:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01166:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01166","actor":"rep_37","timestamp":"2026-01-01T11:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01166:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01166)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01166\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":195,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01166\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01167","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-03-08T07:23:00.000Z","closed_at":"2026-03-08T08:03:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($233k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01167","actor":"rep_25","timestamp":"2026-03-08T07:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01167:00","content":"Operational trigger received from salesforce for Stripe Technologies ($233k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$233k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01167","actor":"rep_25","timestamp":"2026-03-08T07:29:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01167:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01167","actor":"rep_25","timestamp":"2026-03-08T07:41:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01167:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01167","actor":"rep_25","timestamp":"2026-03-08T07:53:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01167:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01167","actor":"rep_25","timestamp":"2026-03-08T07:35:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01167:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01167","actor":"rep_25","timestamp":"2026-03-08T07:48:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01167:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01167","actor":"rep_25","timestamp":"2026-03-08T07:41:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01167:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01167","actor":"rep_25","timestamp":"2026-03-08T08:05:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01167:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01167","actor":"rep_25","timestamp":"2026-03-08T08:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01167:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01167)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01167\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01167\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01168","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-01-03T00:50:00.000Z","closed_at":"2026-01-03T01:14:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($286k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01168","actor":"rep_37","timestamp":"2026-01-03T00:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01168:00","content":"Operational trigger received from salesforce for Apex Retail Group ($286k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":174,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$286k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01168","actor":"rep_37","timestamp":"2026-01-03T01:00:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01168:01","content":"questionnaire received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01168","actor":"rep_37","timestamp":"2026-01-03T01:06:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01168:02","content":"knowledge base searched recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01168","actor":"rep_37","timestamp":"2026-01-03T00:59:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01168:03","content":"controls retrieved recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01168","actor":"rep_37","timestamp":"2026-01-03T01:22:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01168:04","content":"answers drafted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01168","actor":"rep_37","timestamp":"2026-01-03T01:20:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01168:05","content":"citations checked recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01168","actor":"rep_37","timestamp":"2026-01-03T01:32:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01168:06","content":"security reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01168","actor":"rep_37","timestamp":"2026-01-03T01:39:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01168:07","content":"response sent recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01168","actor":"rep_37","timestamp":"2026-01-03T01:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01168:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01168)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01168\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01168\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01169","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-02-07T13:18:00.000Z","closed_at":"2026-02-07T14:46:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($309k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01169","actor":"rep_06","timestamp":"2026-02-07T13:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01169:00","content":"Operational trigger received from salesforce for CloudScale Data ($309k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$309k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01169","actor":"rep_06","timestamp":"2026-02-07T13:25:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01169:01","content":"questionnaire received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01169","actor":"rep_06","timestamp":"2026-02-07T13:38:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01169:02","content":"knowledge base searched recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01169","actor":"rep_06","timestamp":"2026-02-07T13:42:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01169:03","content":"controls retrieved recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01169","actor":"rep_06","timestamp":"2026-02-07T13:38:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01169:04","content":"answers drafted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01169","actor":"rep_06","timestamp":"2026-02-07T13:43:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01169:05","content":"citations checked recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"citations_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01169","actor":"rep_06","timestamp":"2026-02-07T14:12:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01169:06","content":"security reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01169","actor":"rep_06","timestamp":"2026-02-07T14:35:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01169:07","content":"response sent recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01169","actor":"rep_06","timestamp":"2026-02-07T14:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01169:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01169)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01169\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":207,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01169\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01170","actor":"rep_01","actor_name":"Sarah Chen","company":"Pinnacle Media","opened_at":"2026-02-10T00:00:00.000Z","closed_at":"2026-02-10T01:12:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($100k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01170","actor":"rep_01","timestamp":"2026-02-10T00:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01170:00","content":"Operational trigger received from salesforce for Pinnacle Media ($100k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$100k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01170","actor":"rep_01","timestamp":"2026-02-10T00:03:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01170:01","content":"questionnaire received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01170","actor":"rep_01","timestamp":"2026-02-10T00:16:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01170:02","content":"knowledge base searched recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01170","actor":"rep_01","timestamp":"2026-02-10T00:33:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01170:03","content":"controls retrieved recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01170","actor":"rep_01","timestamp":"2026-02-10T00:28:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01170:04","content":"answers drafted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01170","actor":"rep_01","timestamp":"2026-02-10T00:15:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01170:05","content":"citations checked recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01170","actor":"rep_01","timestamp":"2026-02-10T01:06:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01170:06","content":"security reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01170","actor":"rep_01","timestamp":"2026-02-10T01:17:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01170:07","content":"response sent recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01170","actor":"rep_01","timestamp":"2026-02-10T01:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01170:08","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01170)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01170\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":195,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01170\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01171","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-03-04T18:49:00.000Z","closed_at":"2026-03-04T19:29:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($213k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01171","actor":"rep_31","timestamp":"2026-03-04T18:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01171:00","content":"Operational trigger received from salesforce for Vertex Cyber ($213k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":125,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$213k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01171","actor":"rep_31","timestamp":"2026-03-04T18:56:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01171:01","content":"questionnaire received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01171","actor":"rep_31","timestamp":"2026-03-04T18:57:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01171:02","content":"knowledge base searched recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01171","actor":"rep_31","timestamp":"2026-03-04T19:01:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01171:03","content":"controls retrieved recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01171","actor":"rep_31","timestamp":"2026-03-04T19:17:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01171:04","content":"answers drafted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01171","actor":"rep_31","timestamp":"2026-03-04T19:29:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01171:05","content":"citations checked recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01171","actor":"rep_31","timestamp":"2026-03-04T19:19:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01171:06","content":"security reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01171","actor":"rep_31","timestamp":"2026-03-04T20:06:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01171:07","content":"response sent recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01171","actor":"rep_31","timestamp":"2026-03-04T19:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01171:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01171)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01171\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":100,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01171\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01172","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-03-15T20:55:00.000Z","closed_at":"2026-03-15T21:27:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($281k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01172","actor":"rep_32","timestamp":"2026-03-15T20:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01172:00","content":"Operational trigger received from salesforce for Stripe Technologies ($281k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":187,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$281k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01172","actor":"rep_32","timestamp":"2026-03-15T21:00:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01172:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01172","actor":"rep_32","timestamp":"2026-03-15T21:03:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01172:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01172","actor":"rep_32","timestamp":"2026-03-15T21:22:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01172:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01172","actor":"rep_32","timestamp":"2026-03-15T21:23:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01172:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01172","actor":"rep_32","timestamp":"2026-03-15T21:35:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01172:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01172","actor":"rep_32","timestamp":"2026-03-15T21:31:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01172:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01172","actor":"rep_32","timestamp":"2026-03-15T21:30:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01172:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01172","actor":"rep_32","timestamp":"2026-03-15T21:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01172:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01172)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01172\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":196,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01172\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01173","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-01-29T03:39:00.000Z","closed_at":"2026-01-29T04:35:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($153k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01173","actor":"rep_09","timestamp":"2026-01-29T03:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01173:00","content":"Operational trigger received from salesforce for Stripe Technologies ($153k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":265,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$153k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01173","actor":"rep_09","timestamp":"2026-01-29T03:43:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01173:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01173","actor":"rep_09","timestamp":"2026-01-29T03:55:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01173:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01173","actor":"rep_09","timestamp":"2026-01-29T04:00:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01173:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01173","actor":"rep_09","timestamp":"2026-01-29T04:19:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01173:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01173","actor":"rep_09","timestamp":"2026-01-29T03:59:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01173:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01173","actor":"rep_09","timestamp":"2026-01-29T04:15:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01173:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01173","actor":"rep_09","timestamp":"2026-01-29T04:56:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01173:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01173","actor":"rep_09","timestamp":"2026-01-29T04:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01173:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01173)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01173\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":91,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01173\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01174","actor":"rep_06","actor_name":"Marcus Vance","company":"Sentinel Networks","opened_at":"2026-02-28T21:25:00.000Z","closed_at":"2026-02-28T22:45:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($71k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01174","actor":"rep_06","timestamp":"2026-02-28T21:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01174:00","content":"Operational trigger received from salesforce for Sentinel Networks ($71k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":181,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$71k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01174","actor":"rep_06","timestamp":"2026-02-28T21:35:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01174:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01174","actor":"rep_06","timestamp":"2026-02-28T21:47:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01174:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01174","actor":"rep_06","timestamp":"2026-02-28T21:40:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01174:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01174","actor":"rep_06","timestamp":"2026-02-28T21:37:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01174:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01174","actor":"rep_06","timestamp":"2026-02-28T21:45:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01174:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01174","actor":"rep_06","timestamp":"2026-02-28T22:07:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01174:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01174","actor":"rep_06","timestamp":"2026-02-28T22:07:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01174:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01174","actor":"rep_06","timestamp":"2026-02-28T22:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01174:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01174)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01174\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":223,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01174\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01175","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-01-13T14:59:00.000Z","closed_at":"2026-01-13T15:39:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($66k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01175","actor":"rep_01","timestamp":"2026-01-13T14:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01175:00","content":"Operational trigger received from salesforce for Vertex Cyber ($66k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$66k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01175","actor":"rep_01","timestamp":"2026-01-13T15:05:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01175:01","content":"questionnaire received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01175","actor":"rep_01","timestamp":"2026-01-13T15:19:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01175:02","content":"knowledge base searched recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01175","actor":"rep_01","timestamp":"2026-01-13T15:08:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01175:03","content":"controls retrieved recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01175","actor":"rep_01","timestamp":"2026-01-13T15:31:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01175:04","content":"answers drafted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01175","actor":"rep_01","timestamp":"2026-01-13T15:44:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01175:05","content":"citations checked recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01175","actor":"rep_01","timestamp":"2026-01-13T16:05:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01175:06","content":"security reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01175","actor":"rep_01","timestamp":"2026-01-13T15:27:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01175:07","content":"response sent recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01175","actor":"rep_01","timestamp":"2026-01-13T15:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01175:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01175)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01175\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01175\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01176","actor":"rep_01","actor_name":"Sarah Chen","company":"OmniChannel Inc","opened_at":"2026-01-20T13:04:00.000Z","closed_at":"2026-01-20T14:00:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($294k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01176","actor":"rep_01","timestamp":"2026-01-20T13:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01176:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($294k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":177,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$294k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01176","actor":"rep_01","timestamp":"2026-01-20T13:09:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01176:01","content":"questionnaire received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01176","actor":"rep_01","timestamp":"2026-01-20T13:22:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01176:02","content":"knowledge base searched recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01176","actor":"rep_01","timestamp":"2026-01-20T13:31:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01176:03","content":"controls retrieved recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01176","actor":"rep_01","timestamp":"2026-01-20T13:28:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01176:04","content":"answers drafted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01176","actor":"rep_01","timestamp":"2026-01-20T13:34:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01176:05","content":"citations checked recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"citations_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01176","actor":"rep_01","timestamp":"2026-01-20T14:04:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01176:06","content":"security reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01176","actor":"rep_01","timestamp":"2026-01-20T14:14:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01176:07","content":"response sent recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01176","actor":"rep_01","timestamp":"2026-01-20T14:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01176:08","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01176)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01176\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":161,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01176\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01177","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-02-17T15:59:00.000Z","closed_at":"2026-02-17T16:23:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($453k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01177","actor":"rep_09","timestamp":"2026-02-17T15:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01177:00","content":"Operational trigger received from salesforce for Catalyst Software ($453k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":263,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$453k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01177","actor":"rep_09","timestamp":"2026-02-17T16:03:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01177:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01177","actor":"rep_09","timestamp":"2026-02-17T16:21:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01177:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01177","actor":"rep_09","timestamp":"2026-02-17T16:29:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01177:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01177","actor":"rep_09","timestamp":"2026-02-17T16:11:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01177:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01177","actor":"rep_09","timestamp":"2026-02-17T16:34:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01177:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01177","actor":"rep_09","timestamp":"2026-02-17T17:05:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01177:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01177","actor":"rep_09","timestamp":"2026-02-17T17:16:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01177:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01177","actor":"rep_09","timestamp":"2026-02-17T16:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01177:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01177)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01177\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01177\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01178","actor":"rep_14","actor_name":"Rachel Adams","company":"Acme Health Systems","opened_at":"2026-02-18T00:45:00.000Z","closed_at":"2026-02-18T01:25:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($115k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01178","actor":"rep_14","timestamp":"2026-02-18T00:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01178:00","content":"Operational trigger received from salesforce for Acme Health Systems ($115k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":236,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$115k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01178","actor":"rep_14","timestamp":"2026-02-18T00:52:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01178:01","content":"questionnaire received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01178","actor":"rep_14","timestamp":"2026-02-18T00:55:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01178:02","content":"knowledge base searched recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01178","actor":"rep_14","timestamp":"2026-02-18T01:12:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01178:03","content":"controls retrieved recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01178","actor":"rep_14","timestamp":"2026-02-18T01:01:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01178:04","content":"answers drafted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01178","actor":"rep_14","timestamp":"2026-02-18T01:40:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01178:05","content":"citations checked recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01178","actor":"rep_14","timestamp":"2026-02-18T01:15:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01178:06","content":"security reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01178","actor":"rep_14","timestamp":"2026-02-18T01:41:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01178:07","content":"response sent recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01178","actor":"rep_14","timestamp":"2026-02-18T01:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01178:08","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01178)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01178\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":72,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01178\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01179","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-01-11T04:27:00.000Z","closed_at":"2026-01-11T05:31:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($51k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01179","actor":"rep_19","timestamp":"2026-01-11T04:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01179:00","content":"Operational trigger received from salesforce for Beacon Energy ($51k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":240,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$51k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01179","actor":"rep_19","timestamp":"2026-01-11T04:34:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01179:01","content":"questionnaire received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01179","actor":"rep_19","timestamp":"2026-01-11T04:39:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01179:02","content":"knowledge base searched recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01179","actor":"rep_19","timestamp":"2026-01-11T04:36:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01179:03","content":"controls retrieved recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01179","actor":"rep_19","timestamp":"2026-01-11T05:07:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01179:04","content":"answers drafted recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01179","actor":"rep_19","timestamp":"2026-01-11T04:57:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01179:05","content":"citations checked recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01179","actor":"rep_19","timestamp":"2026-01-11T05:21:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01179:06","content":"security reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01179","actor":"rep_19","timestamp":"2026-01-11T05:30:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01179:07","content":"response sent recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01179","actor":"rep_19","timestamp":"2026-01-11T05:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01179:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01179)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01179\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":166,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01179\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01180","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-31T11:13:00.000Z","closed_at":"2026-01-31T11:53:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($371k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01180","actor":"rep_20","timestamp":"2026-01-31T11:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01180:00","content":"Operational trigger received from salesforce for Apex Retail Group ($371k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":257,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$371k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01180","actor":"rep_20","timestamp":"2026-01-31T11:23:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01180:01","content":"questionnaire received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01180","actor":"rep_20","timestamp":"2026-01-31T11:35:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01180:02","content":"knowledge base searched recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01180","actor":"rep_20","timestamp":"2026-01-31T11:31:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01180:03","content":"controls retrieved recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01180","actor":"rep_20","timestamp":"2026-01-31T11:53:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01180:04","content":"answers drafted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01180","actor":"rep_20","timestamp":"2026-01-31T12:03:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01180:05","content":"citations checked recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01180","actor":"rep_20","timestamp":"2026-01-31T12:13:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01180:06","content":"security reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01180","actor":"rep_20","timestamp":"2026-01-31T11:55:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01180:07","content":"response sent recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01180","actor":"rep_20","timestamp":"2026-01-31T11:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01180:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01180)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01180\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":124,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01180\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01181","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-03-18T06:17:00.000Z","closed_at":"2026-03-18T07:45:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($354k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01181","actor":"rep_11","timestamp":"2026-03-18T06:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01181:00","content":"Operational trigger received from salesforce for CloudScale Data ($354k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$354k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01181","actor":"rep_11","timestamp":"2026-03-18T06:27:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01181:01","content":"questionnaire received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01181","actor":"rep_11","timestamp":"2026-03-18T06:35:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01181:02","content":"knowledge base searched recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01181","actor":"rep_11","timestamp":"2026-03-18T06:47:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01181:03","content":"controls retrieved recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01181","actor":"rep_11","timestamp":"2026-03-18T06:53:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01181:04","content":"answers drafted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01181","actor":"rep_11","timestamp":"2026-03-18T07:02:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01181:05","content":"citations checked recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"citations_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01181","actor":"rep_11","timestamp":"2026-03-18T07:17:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01181:06","content":"security reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01181","actor":"rep_11","timestamp":"2026-03-18T06:45:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01181:07","content":"response sent recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01181","actor":"rep_11","timestamp":"2026-03-18T07:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01181:08","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01181)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01181\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01181\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01182","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-01-10T01:42:00.000Z","closed_at":"2026-01-10T02:46:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($236k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01182","actor":"rep_25","timestamp":"2026-01-10T01:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01182:00","content":"Operational trigger received from salesforce for Sentinel Networks ($236k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":59,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$236k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01182","actor":"rep_25","timestamp":"2026-01-10T01:53:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01182:01","content":"questionnaire received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01182","actor":"rep_25","timestamp":"2026-01-10T01:50:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01182:02","content":"knowledge base searched recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01182","actor":"rep_25","timestamp":"2026-01-10T02:00:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01182:03","content":"controls retrieved recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01182","actor":"rep_25","timestamp":"2026-01-10T02:14:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01182:04","content":"answers drafted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01182","actor":"rep_25","timestamp":"2026-01-10T02:27:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01182:05","content":"citations checked recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01182","actor":"rep_25","timestamp":"2026-01-10T02:48:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01182:06","content":"security reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01182","actor":"rep_25","timestamp":"2026-01-10T02:03:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01182:07","content":"response sent recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01182","actor":"rep_25","timestamp":"2026-01-10T02:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01182:08","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01182)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01182\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":67,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01182\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01183","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-03-24T19:39:00.000Z","closed_at":"2026-03-24T20:51:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($322k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01183","actor":"rep_25","timestamp":"2026-03-24T19:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01183:00","content":"Operational trigger received from salesforce for Stripe Technologies ($322k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":115,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$322k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01183","actor":"rep_25","timestamp":"2026-03-24T19:45:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01183:01","content":"questionnaire received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01183","actor":"rep_25","timestamp":"2026-03-24T19:45:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01183:02","content":"knowledge base searched recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01183","actor":"rep_25","timestamp":"2026-03-24T19:48:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01183:03","content":"controls retrieved recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01183","actor":"rep_25","timestamp":"2026-03-24T20:23:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01183:04","content":"answers drafted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01183","actor":"rep_25","timestamp":"2026-03-24T20:24:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01183:05","content":"citations checked recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01183","actor":"rep_25","timestamp":"2026-03-24T20:09:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01183:06","content":"security reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01183","actor":"rep_25","timestamp":"2026-03-24T20:56:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01183:07","content":"response sent recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01183","actor":"rep_25","timestamp":"2026-03-24T20:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01183:08","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01183)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01183\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":124,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01183\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01184","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-02-23T14:05:00.000Z","closed_at":"2026-02-23T15:17:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($240k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01184","actor":"rep_14","timestamp":"2026-02-23T14:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01184:00","content":"Operational trigger received from salesforce for Beacon Energy ($240k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$240k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01184","actor":"rep_14","timestamp":"2026-02-23T14:10:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01184:01","content":"questionnaire received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01184","actor":"rep_14","timestamp":"2026-02-23T14:11:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01184:02","content":"knowledge base searched recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01184","actor":"rep_14","timestamp":"2026-02-23T14:35:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01184:03","content":"controls retrieved recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01184","actor":"rep_14","timestamp":"2026-02-23T14:29:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01184:04","content":"answers drafted recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01184","actor":"rep_14","timestamp":"2026-02-23T14:45:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01184:05","content":"citations checked recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01184","actor":"rep_14","timestamp":"2026-02-23T14:29:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01184:06","content":"security reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01184","actor":"rep_14","timestamp":"2026-02-23T15:01:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01184:07","content":"response sent recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01184","actor":"rep_14","timestamp":"2026-02-23T15:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01184:08","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01184)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01184\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":277,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01184\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01185","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-03-13T10:29:00.000Z","closed_at":"2026-03-13T11:33:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($343k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01185","actor":"rep_31","timestamp":"2026-03-13T10:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01185:00","content":"Operational trigger received from salesforce for NovaBio Labs ($343k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$343k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01185","actor":"rep_31","timestamp":"2026-03-13T10:35:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01185:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01185","actor":"rep_31","timestamp":"2026-03-13T10:37:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01185:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01185","actor":"rep_31","timestamp":"2026-03-13T10:59:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01185:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01185","actor":"rep_31","timestamp":"2026-03-13T11:01:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01185:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01185","actor":"rep_31","timestamp":"2026-03-13T11:04:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01185:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01185","actor":"rep_31","timestamp":"2026-03-13T11:23:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01185:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01185","actor":"rep_31","timestamp":"2026-03-13T11:25:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01185:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01185","actor":"rep_31","timestamp":"2026-03-13T11:33:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01185:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01185)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01185\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":62,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01185\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01186","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-03-28T22:17:00.000Z","closed_at":"2026-03-28T23:05:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($364k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01186","actor":"rep_06","timestamp":"2026-03-28T22:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01186:00","content":"Operational trigger received from salesforce for Catalyst Software ($364k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$364k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01186","actor":"rep_06","timestamp":"2026-03-28T22:20:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01186:01","content":"questionnaire received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01186","actor":"rep_06","timestamp":"2026-03-28T22:23:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01186:02","content":"knowledge base searched recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01186","actor":"rep_06","timestamp":"2026-03-28T22:38:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01186:03","content":"controls retrieved recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01186","actor":"rep_06","timestamp":"2026-03-28T22:57:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01186:04","content":"answers drafted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01186","actor":"rep_06","timestamp":"2026-03-28T23:12:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01186:05","content":"citations checked recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01186","actor":"rep_06","timestamp":"2026-03-28T22:59:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01186:06","content":"security reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01186","actor":"rep_06","timestamp":"2026-03-28T22:59:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01186:07","content":"response sent recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01186","actor":"rep_06","timestamp":"2026-03-28T23:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01186:08","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01186)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01186\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01186\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01187","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-02-03T23:08:00.000Z","closed_at":"2026-02-04T00:12:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($180k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01187","actor":"rep_32","timestamp":"2026-02-03T23:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01187:00","content":"Operational trigger received from salesforce for Vertex Cyber ($180k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$180k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01187","actor":"rep_32","timestamp":"2026-02-03T23:11:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01187:01","content":"questionnaire received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01187","actor":"rep_32","timestamp":"2026-02-03T23:30:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01187:02","content":"knowledge base searched recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01187","actor":"rep_32","timestamp":"2026-02-03T23:17:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01187:03","content":"controls retrieved recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01187","actor":"rep_32","timestamp":"2026-02-03T23:32:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01187:04","content":"answers drafted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01187","actor":"rep_32","timestamp":"2026-02-03T23:53:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01187:05","content":"citations checked recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01187","actor":"rep_32","timestamp":"2026-02-04T00:14:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01187:06","content":"security reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01187","actor":"rep_32","timestamp":"2026-02-04T00:25:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01187:07","content":"response sent recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01187","actor":"rep_32","timestamp":"2026-02-04T00:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01187:08","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01187)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01187\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":217,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01187\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01188","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-01-13T03:23:00.000Z","closed_at":"2026-01-13T04:35:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($459k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01188","actor":"rep_09","timestamp":"2026-01-13T03:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01188:00","content":"Operational trigger received from salesforce for NovaBio Labs ($459k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":85,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$459k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01188","actor":"rep_09","timestamp":"2026-01-13T03:31:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01188:01","content":"questionnaire received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01188","actor":"rep_09","timestamp":"2026-01-13T03:37:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01188:02","content":"knowledge base searched recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01188","actor":"rep_09","timestamp":"2026-01-13T03:47:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01188:03","content":"controls retrieved recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01188","actor":"rep_09","timestamp":"2026-01-13T03:43:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01188:04","content":"answers drafted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01188","actor":"rep_09","timestamp":"2026-01-13T03:53:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01188:05","content":"citations checked recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"citations_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01188","actor":"rep_09","timestamp":"2026-01-13T04:17:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01188:06","content":"security reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01188","actor":"rep_09","timestamp":"2026-01-13T04:19:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01188:07","content":"response sent recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01188","actor":"rep_09","timestamp":"2026-01-13T04:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01188:08","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01188)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01188\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":63,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01188\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01189","actor":"rep_32","actor_name":"Liam O'Connor","company":"Apex Retail Group","opened_at":"2026-01-08T00:09:00.000Z","closed_at":"2026-01-08T01:13:00.000Z","source":"salesforce","workflow_truth":"security_questionnaire_handling","clusterable":true,"realism_tier":"policy_exception","realism_badge":"COMPLIANCE SENSITIVE (Needs Retrieval)","nuance_diagnosis":{"feasibility":"Medium Model + Knowledge Retrieval","failure_risk":"Generic LLMs hallucinate SOC-2 or HIPAA compliance statements that expose the firm to breach liability.","technical_gotcha":"Never answer an infosec question without citing a verified, approved company security control.","recommended_guardrail":"Strict citation check: every security claim must link to an active internal control ID; otherwise escalate to SecOps."},"summary":{"goal":"Answer a security questionnaire from approved company evidence","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($306k ARR)","information_consulted":["knowledge_base_searched","controls_retrieved","citations_checked","security_reviewed"],"actions_taken":["questionnaire_received","knowledge_base_searched","controls_retrieved","answers_drafted","citations_checked","security_reviewed","response_sent"],"decision_points":["answer_or_escalate"],"constraints":["cite an approved source","never invent a control"],"final_output":"answer_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01189","actor":"rep_32","timestamp":"2026-01-08T00:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01189:00","content":"Operational trigger received from salesforce for Apex Retail Group ($306k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":282,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$306k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01189","actor":"rep_32","timestamp":"2026-01-08T00:15:00.000Z","source":"salesforce","event_type":"questionnaire_received","object":"record:crm_01189:01","content":"questionnaire received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"questionnaire_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"questionnaire_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"questionnaire_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01189","actor":"rep_32","timestamp":"2026-01-08T00:19:00.000Z","source":"salesforce","event_type":"knowledge_base_searched","object":"record:crm_01189:02","content":"knowledge base searched recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"knowledge_base_searched\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"knowledge_base_searched","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"knowledge_base_searched\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01189","actor":"rep_32","timestamp":"2026-01-08T00:36:00.000Z","source":"salesforce","event_type":"controls_retrieved","object":"record:crm_01189:03","content":"controls retrieved recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"controls_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"controls_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"controls_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01189","actor":"rep_32","timestamp":"2026-01-08T00:25:00.000Z","source":"salesforce","event_type":"answers_drafted","object":"record:crm_01189:04","content":"answers drafted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"answers_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"answers_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"answers_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01189","actor":"rep_32","timestamp":"2026-01-08T00:24:00.000Z","source":"salesforce","event_type":"citations_checked","object":"record:crm_01189:05","content":"citations checked recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"citations_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"citations_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"citations_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01189","actor":"rep_32","timestamp":"2026-01-08T00:57:00.000Z","source":"salesforce","event_type":"security_reviewed","object":"record:crm_01189:06","content":"security reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"security_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"security_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"security_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01189","actor":"rep_32","timestamp":"2026-01-08T01:12:00.000Z","source":"salesforce","event_type":"response_sent","object":"record:crm_01189:07","content":"response sent recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"response_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01189","actor":"rep_32","timestamp":"2026-01-08T01:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01189:08","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01189)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01189\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":238,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":8,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01189\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01190","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-01-03T18:24:00.000Z","closed_at":"2026-01-03T19:06:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($246k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01190","actor":"rep_37","timestamp":"2026-01-03T18:24:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01190:00","content":"Operational trigger received from gmail for Vertex Cyber ($246k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":205,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$246k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01190","actor":"rep_37","timestamp":"2026-01-03T18:33:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01190:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01190\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":336,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01190/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01190\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01190","actor":"rep_37","timestamp":"2026-01-03T18:46:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01190:02","content":"notes reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01190","actor":"rep_37","timestamp":"2026-01-03T18:57:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01190:03","content":"commitments extracted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01190","actor":"rep_37","timestamp":"2026-01-03T19:04:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01190:04","content":"email drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01190","actor":"rep_37","timestamp":"2026-01-03T18:54:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01190:05","content":"owners confirmed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01190","actor":"rep_37","timestamp":"2026-01-03T18:42:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01190:06","content":"email sent recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01190","actor":"rep_37","timestamp":"2026-01-03T19:06:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01190:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01190)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01190\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":146,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01190\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01191","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-03-19T05:56:00.000Z","closed_at":"2026-03-19T07:13:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($228k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01191","actor":"rep_19","timestamp":"2026-03-19T05:56:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01191:00","content":"Operational trigger received from gmail for Aura Therapeutics ($228k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":59,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$228k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01191","actor":"rep_19","timestamp":"2026-03-19T06:03:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01191:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01191\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":181,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01191/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01191\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01191","actor":"rep_19","timestamp":"2026-03-19T06:10:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01191:02","content":"notes reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01191","actor":"rep_19","timestamp":"2026-03-19T06:26:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01191:03","content":"commitments extracted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01191","actor":"rep_19","timestamp":"2026-03-19T06:08:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01191:04","content":"email drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01191","actor":"rep_19","timestamp":"2026-03-19T06:41:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01191:05","content":"owners confirmed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01191","actor":"rep_19","timestamp":"2026-03-19T06:56:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01191:06","content":"email sent recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01191","actor":"rep_19","timestamp":"2026-03-19T07:13:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01191:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01191)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01191\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01191\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01192","actor":"rep_01","actor_name":"Sarah Chen","company":"Pinnacle Media","opened_at":"2026-02-14T15:40:00.000Z","closed_at":"2026-02-14T16:29:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($460k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01192","actor":"rep_01","timestamp":"2026-02-14T15:40:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01192:00","content":"Operational trigger received from gmail for Pinnacle Media ($460k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":237,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$460k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01192","actor":"rep_01","timestamp":"2026-02-14T15:49:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01192:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01192\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":264,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01192/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01192\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01192","actor":"rep_01","timestamp":"2026-02-14T15:54:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01192:02","content":"notes reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01192","actor":"rep_01","timestamp":"2026-02-14T16:01:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01192:03","content":"commitments extracted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01192","actor":"rep_01","timestamp":"2026-02-14T15:52:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01192:04","content":"email drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01192","actor":"rep_01","timestamp":"2026-02-14T16:25:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01192:05","content":"owners confirmed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01192","actor":"rep_01","timestamp":"2026-02-14T15:58:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01192:06","content":"email sent recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01192","actor":"rep_01","timestamp":"2026-02-14T16:29:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01192:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01192)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01192\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01192\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01193","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-02-03T17:52:00.000Z","closed_at":"2026-02-03T19:02:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($155k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01193","actor":"rep_37","timestamp":"2026-02-03T17:52:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01193:00","content":"Operational trigger received from gmail for Vertex Cyber ($155k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":113,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$155k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01193","actor":"rep_37","timestamp":"2026-02-03T17:56:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01193:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01193\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":167,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01193/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01193\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01193","actor":"rep_37","timestamp":"2026-02-03T18:00:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01193:02","content":"notes reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01193","actor":"rep_37","timestamp":"2026-02-03T18:04:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01193:03","content":"commitments extracted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01193","actor":"rep_37","timestamp":"2026-02-03T18:16:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01193:04","content":"email drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01193","actor":"rep_37","timestamp":"2026-02-03T18:47:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01193:05","content":"owners confirmed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01193","actor":"rep_37","timestamp":"2026-02-03T18:40:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01193:06","content":"email sent recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01193","actor":"rep_37","timestamp":"2026-02-03T19:02:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01193:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01193)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01193\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":83,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01193\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01194","actor":"rep_31","actor_name":"Aisha Taylor","company":"OmniChannel Inc","opened_at":"2026-02-13T01:23:00.000Z","closed_at":"2026-02-13T01:44:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($346k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01194","actor":"rep_31","timestamp":"2026-02-13T01:23:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01194:00","content":"Operational trigger received from gmail for OmniChannel Inc ($346k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":169,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$346k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01194","actor":"rep_31","timestamp":"2026-02-13T01:33:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01194:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01194\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":158,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01194/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01194\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01194","actor":"rep_31","timestamp":"2026-02-13T01:45:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01194:02","content":"notes reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01194","actor":"rep_31","timestamp":"2026-02-13T01:56:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01194:03","content":"commitments extracted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01194","actor":"rep_31","timestamp":"2026-02-13T01:51:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01194:04","content":"email drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01194","actor":"rep_31","timestamp":"2026-02-13T01:53:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01194:05","content":"owners confirmed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01194","actor":"rep_31","timestamp":"2026-02-13T02:17:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01194:06","content":"email sent recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01194","actor":"rep_31","timestamp":"2026-02-13T01:44:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01194:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01194)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01194\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":158,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01194\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01195","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-03-20T10:06:00.000Z","closed_at":"2026-03-20T11:09:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($281k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01195","actor":"rep_06","timestamp":"2026-03-20T10:06:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01195:00","content":"Operational trigger received from gmail for Pinnacle Media ($281k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$281k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01195","actor":"rep_06","timestamp":"2026-03-20T10:12:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01195:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01195\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":286,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01195/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01195\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01195","actor":"rep_06","timestamp":"2026-03-20T10:26:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01195:02","content":"notes reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01195","actor":"rep_06","timestamp":"2026-03-20T10:27:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01195:03","content":"commitments extracted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01195","actor":"rep_06","timestamp":"2026-03-20T10:30:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01195:04","content":"email drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01195","actor":"rep_06","timestamp":"2026-03-20T10:31:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01195:05","content":"owners confirmed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01195","actor":"rep_06","timestamp":"2026-03-20T10:54:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01195:06","content":"email sent recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01195","actor":"rep_06","timestamp":"2026-03-20T11:09:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01195:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01195)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01195\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":151,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01195\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01196","actor":"rep_20","actor_name":"Maya Patel","company":"Beacon Energy","opened_at":"2026-01-10T01:56:00.000Z","closed_at":"2026-01-10T02:59:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($71k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01196","actor":"rep_20","timestamp":"2026-01-10T01:56:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01196:00","content":"Operational trigger received from gmail for Beacon Energy ($71k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$71k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01196","actor":"rep_20","timestamp":"2026-01-10T02:02:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01196:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01196\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":188,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01196/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01196\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01196","actor":"rep_20","timestamp":"2026-01-10T02:10:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01196:02","content":"notes reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01196","actor":"rep_20","timestamp":"2026-01-10T02:14:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01196:03","content":"commitments extracted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01196","actor":"rep_20","timestamp":"2026-01-10T02:28:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01196:04","content":"email drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01196","actor":"rep_20","timestamp":"2026-01-10T02:36:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01196:05","content":"owners confirmed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01196","actor":"rep_20","timestamp":"2026-01-10T02:38:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01196:06","content":"email sent recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01196","actor":"rep_20","timestamp":"2026-01-10T02:59:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01196:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01196)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01196\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":207,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01196\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01197","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-02-26T06:47:00.000Z","closed_at":"2026-02-26T07:29:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($344k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01197","actor":"rep_19","timestamp":"2026-02-26T06:47:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01197:00","content":"Operational trigger received from gmail for Sentinel Networks ($344k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":158,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$344k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01197","actor":"rep_19","timestamp":"2026-02-26T06:50:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01197:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01197\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":245,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01197/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01197\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01197","actor":"rep_19","timestamp":"2026-02-26T07:01:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01197:02","content":"notes reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01197","actor":"rep_19","timestamp":"2026-02-26T07:02:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01197:03","content":"commitments extracted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01197","actor":"rep_19","timestamp":"2026-02-26T07:23:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01197:04","content":"email drafted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01197","actor":"rep_19","timestamp":"2026-02-26T07:17:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01197:05","content":"owners confirmed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01197","actor":"rep_19","timestamp":"2026-02-26T07:11:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01197:06","content":"email sent recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01197","actor":"rep_19","timestamp":"2026-02-26T07:29:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01197:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01197)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01197\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":178,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01197\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01198","actor":"rep_19","actor_name":"James Wilson","company":"Nexus AI","opened_at":"2026-02-25T09:23:00.000Z","closed_at":"2026-02-25T09:51:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($75k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01198","actor":"rep_19","timestamp":"2026-02-25T09:23:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01198:00","content":"Operational trigger received from gmail for Nexus AI ($75k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":193,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$75k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01198","actor":"rep_19","timestamp":"2026-02-25T09:34:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01198:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01198\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":296,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01198/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01198\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01198","actor":"rep_19","timestamp":"2026-02-25T09:41:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01198:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01198","actor":"rep_19","timestamp":"2026-02-25T09:44:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01198:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01198","actor":"rep_19","timestamp":"2026-02-25T09:51:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01198:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01198","actor":"rep_19","timestamp":"2026-02-25T10:13:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01198:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01198","actor":"rep_19","timestamp":"2026-02-25T10:05:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01198:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01198","actor":"rep_19","timestamp":"2026-02-25T09:51:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01198:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01198)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01198\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":140,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01198\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01199","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-03-27T11:04:00.000Z","closed_at":"2026-03-27T11:46:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($89k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01199","actor":"rep_32","timestamp":"2026-03-27T11:04:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01199:00","content":"Operational trigger received from gmail for Aura Therapeutics ($89k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":109,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$89k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01199","actor":"rep_32","timestamp":"2026-03-27T11:09:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01199:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01199\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":289,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01199/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01199\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01199","actor":"rep_32","timestamp":"2026-03-27T11:12:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01199:02","content":"notes reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01199","actor":"rep_32","timestamp":"2026-03-27T11:31:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01199:03","content":"commitments extracted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01199","actor":"rep_32","timestamp":"2026-03-27T11:28:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01199:04","content":"email drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01199","actor":"rep_32","timestamp":"2026-03-27T11:19:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01199:05","content":"owners confirmed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01199","actor":"rep_32","timestamp":"2026-03-27T11:52:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01199:06","content":"email sent recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01199","actor":"rep_32","timestamp":"2026-03-27T11:46:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01199:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01199)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01199\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":128,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01199\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01200","actor":"rep_19","actor_name":"James Wilson","company":"Vertex Cyber","opened_at":"2026-01-13T18:28:00.000Z","closed_at":"2026-01-13T19:24:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($417k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01200","actor":"rep_19","timestamp":"2026-01-13T18:28:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01200:00","content":"Operational trigger received from gmail for Vertex Cyber ($417k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":155,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$417k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01200","actor":"rep_19","timestamp":"2026-01-13T18:35:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01200:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01200\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":302,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01200/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01200\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01200","actor":"rep_19","timestamp":"2026-01-13T18:40:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01200:02","content":"notes reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01200","actor":"rep_19","timestamp":"2026-01-13T18:55:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01200:03","content":"commitments extracted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01200","actor":"rep_19","timestamp":"2026-01-13T19:04:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01200:04","content":"email drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01200","actor":"rep_19","timestamp":"2026-01-13T19:18:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01200:05","content":"owners confirmed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01200","actor":"rep_19","timestamp":"2026-01-13T19:10:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01200:06","content":"email sent recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01200","actor":"rep_19","timestamp":"2026-01-13T19:24:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01200:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01200)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01200\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":195,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01200\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01201","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-03-20T19:10:00.000Z","closed_at":"2026-03-20T19:59:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($213k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01201","actor":"rep_14","timestamp":"2026-03-20T19:10:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01201:00","content":"Operational trigger received from gmail for FinTech Global ($213k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$213k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01201","actor":"rep_14","timestamp":"2026-03-20T19:15:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01201:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01201\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":307,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01201/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01201\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01201","actor":"rep_14","timestamp":"2026-03-20T19:26:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01201:02","content":"notes reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01201","actor":"rep_14","timestamp":"2026-03-20T19:34:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01201:03","content":"commitments extracted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01201","actor":"rep_14","timestamp":"2026-03-20T19:54:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01201:04","content":"email drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01201","actor":"rep_14","timestamp":"2026-03-20T19:45:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01201:05","content":"owners confirmed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01201","actor":"rep_14","timestamp":"2026-03-20T19:58:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01201:06","content":"email sent recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01201","actor":"rep_14","timestamp":"2026-03-20T19:59:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01201:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01201)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01201\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01201\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01202","actor":"rep_31","actor_name":"Aisha Taylor","company":"Acme Health Systems","opened_at":"2026-03-17T20:12:00.000Z","closed_at":"2026-03-17T20:47:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($145k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01202","actor":"rep_31","timestamp":"2026-03-17T20:12:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01202:00","content":"Operational trigger received from gmail for Acme Health Systems ($145k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":245,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$145k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01202","actor":"rep_31","timestamp":"2026-03-17T20:15:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01202:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01202\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":282,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01202/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01202\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01202","actor":"rep_31","timestamp":"2026-03-17T20:20:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01202:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01202","actor":"rep_31","timestamp":"2026-03-17T20:36:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01202:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01202","actor":"rep_31","timestamp":"2026-03-17T20:44:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01202:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.85,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01202","actor":"rep_31","timestamp":"2026-03-17T20:57:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01202:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01202","actor":"rep_31","timestamp":"2026-03-17T20:42:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01202:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01202","actor":"rep_31","timestamp":"2026-03-17T20:47:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01202:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01202)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01202\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01202\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01203","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-01-09T03:29:00.000Z","closed_at":"2026-01-09T04:39:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($123k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01203","actor":"rep_37","timestamp":"2026-01-09T03:29:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01203:00","content":"Operational trigger received from gmail for Meridian Logistics ($123k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":97,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$123k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01203","actor":"rep_37","timestamp":"2026-01-09T03:35:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01203:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01203\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":248,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01203/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01203\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01203","actor":"rep_37","timestamp":"2026-01-09T03:39:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01203:02","content":"notes reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01203","actor":"rep_37","timestamp":"2026-01-09T04:02:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01203:03","content":"commitments extracted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01203","actor":"rep_37","timestamp":"2026-01-09T03:41:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01203:04","content":"email drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01203","actor":"rep_37","timestamp":"2026-01-09T04:24:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01203:05","content":"owners confirmed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01203","actor":"rep_37","timestamp":"2026-01-09T03:53:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01203:06","content":"email sent recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01203","actor":"rep_37","timestamp":"2026-01-09T04:39:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01203:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01203)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01203\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01203\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01204","actor":"rep_06","actor_name":"Marcus Vance","company":"Vanguard Financial","opened_at":"2026-02-08T02:29:00.000Z","closed_at":"2026-02-08T03:25:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($299k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01204","actor":"rep_06","timestamp":"2026-02-08T02:29:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01204:00","content":"Operational trigger received from gmail for Vanguard Financial ($299k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":148,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$299k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01204","actor":"rep_06","timestamp":"2026-02-08T02:37:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01204:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01204\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":360,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01204/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01204\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01204","actor":"rep_06","timestamp":"2026-02-08T02:39:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01204:02","content":"notes reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01204","actor":"rep_06","timestamp":"2026-02-08T02:56:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01204:03","content":"commitments extracted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01204","actor":"rep_06","timestamp":"2026-02-08T02:45:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01204:04","content":"email drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01204","actor":"rep_06","timestamp":"2026-02-08T02:54:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01204:05","content":"owners confirmed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01204","actor":"rep_06","timestamp":"2026-02-08T03:17:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01204:06","content":"email sent recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01204","actor":"rep_06","timestamp":"2026-02-08T03:25:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01204:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01204)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01204\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":228,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01204\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01205","actor":"rep_09","actor_name":"Elena Rostova","company":"Meridian Logistics","opened_at":"2026-02-28T17:57:00.000Z","closed_at":"2026-02-28T18:46:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($213k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01205","actor":"rep_09","timestamp":"2026-02-28T17:57:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01205:00","content":"Operational trigger received from gmail for Meridian Logistics ($213k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":281,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$213k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01205","actor":"rep_09","timestamp":"2026-02-28T18:06:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01205:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01205\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":358,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01205/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01205\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01205","actor":"rep_09","timestamp":"2026-02-28T18:09:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01205:02","content":"notes reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01205","actor":"rep_09","timestamp":"2026-02-28T18:21:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01205:03","content":"commitments extracted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01205","actor":"rep_09","timestamp":"2026-02-28T18:17:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01205:04","content":"email drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01205","actor":"rep_09","timestamp":"2026-02-28T18:17:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01205:05","content":"owners confirmed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01205","actor":"rep_09","timestamp":"2026-02-28T18:57:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01205:06","content":"email sent recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.85,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01205","actor":"rep_09","timestamp":"2026-02-28T18:46:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01205:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01205)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01205\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01205\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01206","actor":"rep_20","actor_name":"Maya Patel","company":"NovaBio Labs","opened_at":"2026-01-12T23:13:00.000Z","closed_at":"2026-01-12T23:55:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($123k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01206","actor":"rep_20","timestamp":"2026-01-12T23:13:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01206:00","content":"Operational trigger received from gmail for NovaBio Labs ($123k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":111,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$123k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01206","actor":"rep_20","timestamp":"2026-01-12T23:18:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01206:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01206\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":126,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01206/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01206\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01206","actor":"rep_20","timestamp":"2026-01-12T23:27:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01206:02","content":"notes reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01206","actor":"rep_20","timestamp":"2026-01-12T23:31:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01206:03","content":"commitments extracted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01206","actor":"rep_20","timestamp":"2026-01-12T23:29:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01206:04","content":"email drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01206","actor":"rep_20","timestamp":"2026-01-12T23:53:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01206:05","content":"owners confirmed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01206","actor":"rep_20","timestamp":"2026-01-12T23:55:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01206:06","content":"email sent recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01206","actor":"rep_20","timestamp":"2026-01-12T23:55:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01206:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01206)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01206\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":90,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01206\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01207","actor":"rep_19","actor_name":"James Wilson","company":"Catalyst Software","opened_at":"2026-03-12T22:50:00.000Z","closed_at":"2026-03-12T23:53:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($48k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01207","actor":"rep_19","timestamp":"2026-03-12T22:50:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01207:00","content":"Operational trigger received from gmail for Catalyst Software ($48k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":199,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$48k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01207","actor":"rep_19","timestamp":"2026-03-12T22:55:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01207:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01207\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":142,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01207/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01207\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01207","actor":"rep_19","timestamp":"2026-03-12T23:08:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01207:02","content":"notes reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01207","actor":"rep_19","timestamp":"2026-03-12T22:59:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01207:03","content":"commitments extracted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01207","actor":"rep_19","timestamp":"2026-03-12T23:18:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01207:04","content":"email drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01207","actor":"rep_19","timestamp":"2026-03-12T23:10:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01207:05","content":"owners confirmed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01207","actor":"rep_19","timestamp":"2026-03-12T23:32:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01207:06","content":"email sent recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.96,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01207","actor":"rep_19","timestamp":"2026-03-12T23:53:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01207:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01207)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01207\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":214,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01207\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01208","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-02-17T00:11:00.000Z","closed_at":"2026-02-17T01:28:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($186k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01208","actor":"rep_37","timestamp":"2026-02-17T00:11:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01208:00","content":"Operational trigger received from gmail for Apex Retail Group ($186k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":55,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$186k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01208","actor":"rep_37","timestamp":"2026-02-17T00:21:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01208:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01208\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":285,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01208/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01208\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01208","actor":"rep_37","timestamp":"2026-02-17T00:25:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01208:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01208","actor":"rep_37","timestamp":"2026-02-17T00:44:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01208:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01208","actor":"rep_37","timestamp":"2026-02-17T00:35:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01208:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01208","actor":"rep_37","timestamp":"2026-02-17T00:41:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01208:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01208","actor":"rep_37","timestamp":"2026-02-17T00:47:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01208:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01208","actor":"rep_37","timestamp":"2026-02-17T01:28:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01208:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01208)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01208\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01208\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01209","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-03-21T13:50:00.000Z","closed_at":"2026-03-21T14:18:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($227k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01209","actor":"rep_20","timestamp":"2026-03-21T13:50:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01209:00","content":"Operational trigger received from gmail for Sentinel Networks ($227k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":194,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$227k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01209","actor":"rep_20","timestamp":"2026-03-21T14:01:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01209:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01209\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":219,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01209/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01209\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01209","actor":"rep_20","timestamp":"2026-03-21T14:00:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01209:02","content":"notes reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01209","actor":"rep_20","timestamp":"2026-03-21T14:17:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01209:03","content":"commitments extracted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01209","actor":"rep_20","timestamp":"2026-03-21T14:34:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01209:04","content":"email drafted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01209","actor":"rep_20","timestamp":"2026-03-21T14:10:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01209:05","content":"owners confirmed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01209","actor":"rep_20","timestamp":"2026-03-21T14:26:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01209:06","content":"email sent recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01209","actor":"rep_20","timestamp":"2026-03-21T14:18:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01209:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01209)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01209\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":114,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01209\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01210","actor":"rep_14","actor_name":"Rachel Adams","company":"Meridian Logistics","opened_at":"2026-03-20T19:10:00.000Z","closed_at":"2026-03-20T19:59:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($212k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01210","actor":"rep_14","timestamp":"2026-03-20T19:10:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01210:00","content":"Operational trigger received from gmail for Meridian Logistics ($212k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$212k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01210","actor":"rep_14","timestamp":"2026-03-20T19:16:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01210:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01210\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":187,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01210/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01210\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01210","actor":"rep_14","timestamp":"2026-03-20T19:16:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01210:02","content":"notes reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01210","actor":"rep_14","timestamp":"2026-03-20T19:40:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01210:03","content":"commitments extracted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01210","actor":"rep_14","timestamp":"2026-03-20T19:38:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01210:04","content":"email drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01210","actor":"rep_14","timestamp":"2026-03-20T20:00:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01210:05","content":"owners confirmed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01210","actor":"rep_14","timestamp":"2026-03-20T20:10:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01210:06","content":"email sent recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01210","actor":"rep_14","timestamp":"2026-03-20T19:59:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01210:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01210)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01210\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01210\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01211","actor":"rep_11","actor_name":"David Kim","company":"Stripe Technologies","opened_at":"2026-03-13T06:31:00.000Z","closed_at":"2026-03-13T06:59:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($123k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01211","actor":"rep_11","timestamp":"2026-03-13T06:31:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01211:00","content":"Operational trigger received from gmail for Stripe Technologies ($123k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$123k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01211","actor":"rep_11","timestamp":"2026-03-13T06:35:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01211:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01211\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":190,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01211/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01211\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01211","actor":"rep_11","timestamp":"2026-03-13T06:41:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01211:02","content":"notes reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01211","actor":"rep_11","timestamp":"2026-03-13T06:49:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01211:03","content":"commitments extracted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01211","actor":"rep_11","timestamp":"2026-03-13T07:11:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01211:04","content":"email drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01211","actor":"rep_11","timestamp":"2026-03-13T06:46:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01211:05","content":"owners confirmed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01211","actor":"rep_11","timestamp":"2026-03-13T07:13:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01211:06","content":"email sent recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.99,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01211","actor":"rep_11","timestamp":"2026-03-13T06:59:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01211:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01211)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01211\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":218,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01211\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01212","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-01-21T14:16:00.000Z","closed_at":"2026-01-21T15:19:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($75k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01212","actor":"rep_11","timestamp":"2026-01-21T14:16:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01212:00","content":"Operational trigger received from gmail for Vanguard Financial ($75k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":114,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$75k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01212","actor":"rep_11","timestamp":"2026-01-21T14:25:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01212:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01212\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":136,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01212/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01212\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01212","actor":"rep_11","timestamp":"2026-01-21T14:34:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01212:02","content":"notes reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01212","actor":"rep_11","timestamp":"2026-01-21T14:25:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01212:03","content":"commitments extracted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01212","actor":"rep_11","timestamp":"2026-01-21T14:36:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01212:04","content":"email drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01212","actor":"rep_11","timestamp":"2026-01-21T15:01:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01212:05","content":"owners confirmed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01212","actor":"rep_11","timestamp":"2026-01-21T15:22:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01212:06","content":"email sent recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01212","actor":"rep_11","timestamp":"2026-01-21T15:19:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01212:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01212)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01212\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":249,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01212\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01213","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-03-30T10:19:00.000Z","closed_at":"2026-03-30T11:15:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($325k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01213","actor":"rep_37","timestamp":"2026-03-30T10:19:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01213:00","content":"Operational trigger received from gmail for CloudScale Data ($325k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$325k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01213","actor":"rep_37","timestamp":"2026-03-30T10:30:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01213:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01213\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":334,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01213/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01213\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01213","actor":"rep_37","timestamp":"2026-03-30T10:33:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01213:02","content":"notes reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01213","actor":"rep_37","timestamp":"2026-03-30T10:34:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01213:03","content":"commitments extracted recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01213","actor":"rep_37","timestamp":"2026-03-30T11:03:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01213:04","content":"email drafted recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"email_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01213","actor":"rep_37","timestamp":"2026-03-30T10:39:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01213:05","content":"owners confirmed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01213","actor":"rep_37","timestamp":"2026-03-30T10:37:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01213:06","content":"email sent recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"email_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01213","actor":"rep_37","timestamp":"2026-03-30T11:15:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01213:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01213)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01213\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":190,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01213\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01214","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-01-21T03:30:00.000Z","closed_at":"2026-01-21T04:19:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($436k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01214","actor":"rep_09","timestamp":"2026-01-21T03:30:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01214:00","content":"Operational trigger received from gmail for Aura Therapeutics ($436k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$436k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01214","actor":"rep_09","timestamp":"2026-01-21T03:36:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01214:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01214\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":204,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01214/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01214\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01214","actor":"rep_09","timestamp":"2026-01-21T03:46:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01214:02","content":"notes reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01214","actor":"rep_09","timestamp":"2026-01-21T03:42:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01214:03","content":"commitments extracted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01214","actor":"rep_09","timestamp":"2026-01-21T04:10:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01214:04","content":"email drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01214","actor":"rep_09","timestamp":"2026-01-21T04:10:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01214:05","content":"owners confirmed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01214","actor":"rep_09","timestamp":"2026-01-21T03:48:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01214:06","content":"email sent recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01214","actor":"rep_09","timestamp":"2026-01-21T04:19:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01214:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01214)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01214\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":217,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01214\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01215","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-01-27T10:25:00.000Z","closed_at":"2026-01-27T10:53:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($149k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01215","actor":"rep_19","timestamp":"2026-01-27T10:25:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01215:00","content":"Operational trigger received from gmail for Stripe Technologies ($149k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$149k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01215","actor":"rep_19","timestamp":"2026-01-27T10:29:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01215:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01215\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":193,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01215/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01215\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01215","actor":"rep_19","timestamp":"2026-01-27T10:41:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01215:02","content":"notes reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01215","actor":"rep_19","timestamp":"2026-01-27T10:46:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01215:03","content":"commitments extracted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01215","actor":"rep_19","timestamp":"2026-01-27T10:45:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01215:04","content":"email drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01215","actor":"rep_19","timestamp":"2026-01-27T10:55:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01215:05","content":"owners confirmed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01215","actor":"rep_19","timestamp":"2026-01-27T10:49:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01215:06","content":"email sent recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01215","actor":"rep_19","timestamp":"2026-01-27T10:53:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01215:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01215)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01215\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01215\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01216","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-01-13T19:03:00.000Z","closed_at":"2026-01-13T19:45:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($67k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01216","actor":"rep_06","timestamp":"2026-01-13T19:03:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01216:00","content":"Operational trigger received from gmail for Stripe Technologies ($67k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$67k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01216","actor":"rep_06","timestamp":"2026-01-13T19:08:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01216:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01216\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":324,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01216/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01216\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01216","actor":"rep_06","timestamp":"2026-01-13T19:15:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01216:02","content":"notes reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01216","actor":"rep_06","timestamp":"2026-01-13T19:36:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01216:03","content":"commitments extracted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01216","actor":"rep_06","timestamp":"2026-01-13T19:47:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01216:04","content":"email drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01216","actor":"rep_06","timestamp":"2026-01-13T19:28:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01216:05","content":"owners confirmed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01216","actor":"rep_06","timestamp":"2026-01-13T19:39:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01216:06","content":"email sent recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01216","actor":"rep_06","timestamp":"2026-01-13T19:45:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01216:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01216)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01216\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":164,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01216\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01217","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-03-11T11:27:00.000Z","closed_at":"2026-03-11T12:37:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($125k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01217","actor":"rep_11","timestamp":"2026-03-11T11:27:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01217:00","content":"Operational trigger received from gmail for OmniChannel Inc ($125k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":208,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$125k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01217","actor":"rep_11","timestamp":"2026-03-11T11:35:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01217:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01217\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":237,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01217/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01217\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01217","actor":"rep_11","timestamp":"2026-03-11T11:35:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01217:02","content":"notes reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01217","actor":"rep_11","timestamp":"2026-03-11T11:54:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01217:03","content":"commitments extracted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01217","actor":"rep_11","timestamp":"2026-03-11T12:03:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01217:04","content":"email drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01217","actor":"rep_11","timestamp":"2026-03-11T12:02:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01217:05","content":"owners confirmed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01217","actor":"rep_11","timestamp":"2026-03-11T12:27:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01217:06","content":"email sent recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01217","actor":"rep_11","timestamp":"2026-03-11T12:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01217:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01217)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01217\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01217\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01218","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vanguard Financial","opened_at":"2026-01-07T10:03:00.000Z","closed_at":"2026-01-07T10:45:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($334k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01218","actor":"rep_31","timestamp":"2026-01-07T10:03:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01218:00","content":"Operational trigger received from gmail for Vanguard Financial ($334k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":157,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$334k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01218","actor":"rep_31","timestamp":"2026-01-07T10:14:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01218:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01218\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":187,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01218/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01218\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01218","actor":"rep_31","timestamp":"2026-01-07T10:09:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01218:02","content":"notes reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01218","actor":"rep_31","timestamp":"2026-01-07T10:33:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01218:03","content":"commitments extracted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01218","actor":"rep_31","timestamp":"2026-01-07T10:35:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01218:04","content":"email drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01218","actor":"rep_31","timestamp":"2026-01-07T10:48:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01218:05","content":"owners confirmed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01218","actor":"rep_31","timestamp":"2026-01-07T11:09:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01218:06","content":"email sent recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01218","actor":"rep_31","timestamp":"2026-01-07T10:45:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01218:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01218)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01218\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01218\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01219","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-17T00:49:00.000Z","closed_at":"2026-01-17T01:59:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($452k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01219","actor":"rep_20","timestamp":"2026-01-17T00:49:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01219:00","content":"Operational trigger received from gmail for Apex Retail Group ($452k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":147,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$452k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01219","actor":"rep_20","timestamp":"2026-01-17T00:52:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01219:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01219\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":210,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01219/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01219\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01219","actor":"rep_20","timestamp":"2026-01-17T01:11:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01219:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01219","actor":"rep_20","timestamp":"2026-01-17T00:58:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01219:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01219","actor":"rep_20","timestamp":"2026-01-17T01:21:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01219:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01219","actor":"rep_20","timestamp":"2026-01-17T01:29:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01219:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01219","actor":"rep_20","timestamp":"2026-01-17T01:37:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01219:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01219","actor":"rep_20","timestamp":"2026-01-17T01:59:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01219:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01219)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01219\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":130,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01219\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01220","actor":"rep_37","actor_name":"Sophia Zhang","company":"Sentinel Networks","opened_at":"2026-02-28T08:44:00.000Z","closed_at":"2026-02-28T09:54:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($110k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01220","actor":"rep_37","timestamp":"2026-02-28T08:44:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01220:00","content":"Operational trigger received from gmail for Sentinel Networks ($110k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":224,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$110k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01220","actor":"rep_37","timestamp":"2026-02-28T08:52:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01220:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01220\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":213,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01220/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01220\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01220","actor":"rep_37","timestamp":"2026-02-28T08:52:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01220:02","content":"notes reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01220","actor":"rep_37","timestamp":"2026-02-28T09:14:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01220:03","content":"commitments extracted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01220","actor":"rep_37","timestamp":"2026-02-28T09:00:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01220:04","content":"email drafted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01220","actor":"rep_37","timestamp":"2026-02-28T09:09:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01220:05","content":"owners confirmed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01220","actor":"rep_37","timestamp":"2026-02-28T09:02:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01220:06","content":"email sent recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01220","actor":"rep_37","timestamp":"2026-02-28T09:54:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01220:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01220)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01220\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":57,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01220\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01221","actor":"rep_19","actor_name":"James Wilson","company":"FinTech Global","opened_at":"2026-01-27T19:48:00.000Z","closed_at":"2026-01-27T20:30:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($342k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01221","actor":"rep_19","timestamp":"2026-01-27T19:48:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01221:00","content":"Operational trigger received from gmail for FinTech Global ($342k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$342k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01221","actor":"rep_19","timestamp":"2026-01-27T19:53:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01221:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01221\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":224,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01221/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01221\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01221","actor":"rep_19","timestamp":"2026-01-27T19:58:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01221:02","content":"notes reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01221","actor":"rep_19","timestamp":"2026-01-27T20:00:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01221:03","content":"commitments extracted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01221","actor":"rep_19","timestamp":"2026-01-27T20:04:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01221:04","content":"email drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01221","actor":"rep_19","timestamp":"2026-01-27T20:33:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01221:05","content":"owners confirmed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01221","actor":"rep_19","timestamp":"2026-01-27T20:54:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01221:06","content":"email sent recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01221","actor":"rep_19","timestamp":"2026-01-27T20:30:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01221:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01221)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01221\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01221\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01222","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-02-26T13:04:00.000Z","closed_at":"2026-02-26T13:32:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($409k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01222","actor":"rep_11","timestamp":"2026-02-26T13:04:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01222:00","content":"Operational trigger received from gmail for OmniChannel Inc ($409k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":228,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$409k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01222","actor":"rep_11","timestamp":"2026-02-26T13:09:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01222:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01222\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":150,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01222/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01222\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01222","actor":"rep_11","timestamp":"2026-02-26T13:26:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01222:02","content":"notes reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01222","actor":"rep_11","timestamp":"2026-02-26T13:28:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01222:03","content":"commitments extracted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01222","actor":"rep_11","timestamp":"2026-02-26T13:36:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01222:04","content":"email drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01222","actor":"rep_11","timestamp":"2026-02-26T13:44:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01222:05","content":"owners confirmed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01222","actor":"rep_11","timestamp":"2026-02-26T13:22:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01222:06","content":"email sent recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01222","actor":"rep_11","timestamp":"2026-02-26T13:32:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01222:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01222)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01222\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01222\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01223","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-02-24T10:27:00.000Z","closed_at":"2026-02-24T11:44:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($204k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01223","actor":"rep_09","timestamp":"2026-02-24T10:27:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01223:00","content":"Operational trigger received from gmail for Acme Health Systems ($204k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":240,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$204k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01223","actor":"rep_09","timestamp":"2026-02-24T10:35:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01223:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01223\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":211,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01223/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01223\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01223","actor":"rep_09","timestamp":"2026-02-24T10:49:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01223:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01223","actor":"rep_09","timestamp":"2026-02-24T10:57:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01223:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01223","actor":"rep_09","timestamp":"2026-02-24T10:47:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01223:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01223","actor":"rep_09","timestamp":"2026-02-24T11:02:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01223:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01223","actor":"rep_09","timestamp":"2026-02-24T11:09:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01223:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01223","actor":"rep_09","timestamp":"2026-02-24T11:44:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01223:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01223)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01223\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":172,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01223\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01224","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-01-15T18:08:00.000Z","closed_at":"2026-01-15T18:43:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($399k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01224","actor":"rep_31","timestamp":"2026-01-15T18:08:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01224:00","content":"Operational trigger received from gmail for Nexus AI ($399k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":68,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$399k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01224","actor":"rep_31","timestamp":"2026-01-15T18:19:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01224:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01224\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":247,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01224/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01224\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01224","actor":"rep_31","timestamp":"2026-01-15T18:30:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01224:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01224","actor":"rep_31","timestamp":"2026-01-15T18:20:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01224:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01224","actor":"rep_31","timestamp":"2026-01-15T18:44:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01224:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.99,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01224","actor":"rep_31","timestamp":"2026-01-15T18:58:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01224:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01224","actor":"rep_31","timestamp":"2026-01-15T18:56:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01224:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01224","actor":"rep_31","timestamp":"2026-01-15T18:43:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01224:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01224)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01224\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":117,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01224\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01225","actor":"rep_31","actor_name":"Aisha Taylor","company":"Acme Health Systems","opened_at":"2026-03-04T12:36:00.000Z","closed_at":"2026-03-04T13:25:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($426k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01225","actor":"rep_31","timestamp":"2026-03-04T12:36:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01225:00","content":"Operational trigger received from gmail for Acme Health Systems ($426k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":135,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$426k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01225","actor":"rep_31","timestamp":"2026-03-04T12:47:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01225:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01225\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":308,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01225/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01225\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01225","actor":"rep_31","timestamp":"2026-03-04T12:54:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01225:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01225","actor":"rep_31","timestamp":"2026-03-04T12:48:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01225:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01225","actor":"rep_31","timestamp":"2026-03-04T13:00:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01225:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01225","actor":"rep_31","timestamp":"2026-03-04T13:01:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01225:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01225","actor":"rep_31","timestamp":"2026-03-04T13:06:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01225:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01225","actor":"rep_31","timestamp":"2026-03-04T13:25:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01225:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01225)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01225\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":276,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01225\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01226","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-02-23T17:02:00.000Z","closed_at":"2026-02-23T18:12:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($123k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01226","actor":"rep_06","timestamp":"2026-02-23T17:02:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01226:00","content":"Operational trigger received from gmail for CloudScale Data ($123k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":153,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$123k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01226","actor":"rep_06","timestamp":"2026-02-23T17:06:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01226:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01226\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":350,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01226/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01226\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01226","actor":"rep_06","timestamp":"2026-02-23T17:12:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01226:02","content":"notes reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01226","actor":"rep_06","timestamp":"2026-02-23T17:29:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01226:03","content":"commitments extracted recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01226","actor":"rep_06","timestamp":"2026-02-23T17:18:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01226:04","content":"email drafted recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"email_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01226","actor":"rep_06","timestamp":"2026-02-23T17:52:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01226:05","content":"owners confirmed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01226","actor":"rep_06","timestamp":"2026-02-23T17:20:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01226:06","content":"email sent recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"email_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01226","actor":"rep_06","timestamp":"2026-02-23T18:12:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01226:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01226)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01226\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":247,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01226\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01227","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-02-10T23:34:00.000Z","closed_at":"2026-02-11T00:30:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($135k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01227","actor":"rep_37","timestamp":"2026-02-10T23:34:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01227:00","content":"Operational trigger received from gmail for Nexus AI ($135k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":232,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$135k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01227","actor":"rep_37","timestamp":"2026-02-10T23:41:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01227:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01227\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":233,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01227/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01227\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01227","actor":"rep_37","timestamp":"2026-02-10T23:56:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01227:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01227","actor":"rep_37","timestamp":"2026-02-10T23:46:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01227:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01227","actor":"rep_37","timestamp":"2026-02-10T23:50:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01227:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01227","actor":"rep_37","timestamp":"2026-02-10T23:54:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01227:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01227","actor":"rep_37","timestamp":"2026-02-11T00:16:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01227:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01227","actor":"rep_37","timestamp":"2026-02-11T00:30:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01227:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01227)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01227\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01227\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01228","actor":"rep_19","actor_name":"James Wilson","company":"Nexus AI","opened_at":"2026-03-15T20:30:00.000Z","closed_at":"2026-03-15T21:26:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($121k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01228","actor":"rep_19","timestamp":"2026-03-15T20:30:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01228:00","content":"Operational trigger received from gmail for Nexus AI ($121k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":218,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$121k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01228","actor":"rep_19","timestamp":"2026-03-15T20:33:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01228:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01228\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":258,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01228/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01228\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01228","actor":"rep_19","timestamp":"2026-03-15T20:44:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01228:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01228","actor":"rep_19","timestamp":"2026-03-15T20:42:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01228:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01228","actor":"rep_19","timestamp":"2026-03-15T20:50:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01228:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01228","actor":"rep_19","timestamp":"2026-03-15T21:00:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01228:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01228","actor":"rep_19","timestamp":"2026-03-15T21:12:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01228:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.85,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01228","actor":"rep_19","timestamp":"2026-03-15T21:26:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01228:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01228)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01228\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":153,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01228\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01229","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-01-26T09:24:00.000Z","closed_at":"2026-01-26T10:06:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($263k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01229","actor":"rep_37","timestamp":"2026-01-26T09:24:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01229:00","content":"Operational trigger received from gmail for Nexus AI ($263k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":125,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$263k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01229","actor":"rep_37","timestamp":"2026-01-26T09:33:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01229:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01229\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":342,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01229/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01229\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01229","actor":"rep_37","timestamp":"2026-01-26T09:40:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01229:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01229","actor":"rep_37","timestamp":"2026-01-26T09:45:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01229:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01229","actor":"rep_37","timestamp":"2026-01-26T10:08:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01229:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01229","actor":"rep_37","timestamp":"2026-01-26T10:04:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01229:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01229","actor":"rep_37","timestamp":"2026-01-26T09:48:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01229:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01229","actor":"rep_37","timestamp":"2026-01-26T10:06:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01229:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01229)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01229\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":81,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01229\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01230","actor":"rep_20","actor_name":"Maya Patel","company":"Stripe Technologies","opened_at":"2026-02-03T07:22:00.000Z","closed_at":"2026-02-03T07:43:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($438k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01230","actor":"rep_20","timestamp":"2026-02-03T07:22:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01230:00","content":"Operational trigger received from gmail for Stripe Technologies ($438k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$438k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01230","actor":"rep_20","timestamp":"2026-02-03T07:31:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01230:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01230\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":261,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01230/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01230\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01230","actor":"rep_20","timestamp":"2026-02-03T07:30:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01230:02","content":"notes reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01230","actor":"rep_20","timestamp":"2026-02-03T07:40:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01230:03","content":"commitments extracted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01230","actor":"rep_20","timestamp":"2026-02-03T08:02:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01230:04","content":"email drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01230","actor":"rep_20","timestamp":"2026-02-03T08:17:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01230:05","content":"owners confirmed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01230","actor":"rep_20","timestamp":"2026-02-03T08:04:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01230:06","content":"email sent recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01230","actor":"rep_20","timestamp":"2026-02-03T07:43:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01230:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01230)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01230\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01230\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01231","actor":"rep_14","actor_name":"Rachel Adams","company":"Catalyst Software","opened_at":"2026-02-24T04:47:00.000Z","closed_at":"2026-02-24T05:43:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($197k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01231","actor":"rep_14","timestamp":"2026-02-24T04:47:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01231:00","content":"Operational trigger received from gmail for Catalyst Software ($197k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":227,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$197k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01231","actor":"rep_14","timestamp":"2026-02-24T04:53:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01231:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01231\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":257,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01231/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01231\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01231","actor":"rep_14","timestamp":"2026-02-24T05:09:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01231:02","content":"notes reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01231","actor":"rep_14","timestamp":"2026-02-24T05:20:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01231:03","content":"commitments extracted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01231","actor":"rep_14","timestamp":"2026-02-24T04:59:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01231:04","content":"email drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01231","actor":"rep_14","timestamp":"2026-02-24T05:37:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01231:05","content":"owners confirmed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01231","actor":"rep_14","timestamp":"2026-02-24T05:23:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01231:06","content":"email sent recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01231","actor":"rep_14","timestamp":"2026-02-24T05:43:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01231:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01231)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01231\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":88,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01231\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01232","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-03-23T12:56:00.000Z","closed_at":"2026-03-23T13:17:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($376k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01232","actor":"rep_06","timestamp":"2026-03-23T12:56:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01232:00","content":"Operational trigger received from gmail for Acme Health Systems ($376k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":273,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$376k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01232","actor":"rep_06","timestamp":"2026-03-23T13:06:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01232:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01232\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":171,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01232/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01232\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01232","actor":"rep_06","timestamp":"2026-03-23T13:06:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01232:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01232","actor":"rep_06","timestamp":"2026-03-23T13:11:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01232:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01232","actor":"rep_06","timestamp":"2026-03-23T13:16:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01232:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01232","actor":"rep_06","timestamp":"2026-03-23T13:31:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01232:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01232","actor":"rep_06","timestamp":"2026-03-23T13:14:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01232:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01232","actor":"rep_06","timestamp":"2026-03-23T13:17:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01232:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01232)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01232\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01232\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01233","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-01-16T05:08:00.000Z","closed_at":"2026-01-16T05:57:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($147k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01233","actor":"rep_25","timestamp":"2026-01-16T05:08:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01233:00","content":"Operational trigger received from gmail for OmniChannel Inc ($147k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":196,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$147k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01233","actor":"rep_25","timestamp":"2026-01-16T05:11:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01233:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01233\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":323,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01233/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01233\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01233","actor":"rep_25","timestamp":"2026-01-16T05:24:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01233:02","content":"notes reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01233","actor":"rep_25","timestamp":"2026-01-16T05:29:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01233:03","content":"commitments extracted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01233","actor":"rep_25","timestamp":"2026-01-16T05:44:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01233:04","content":"email drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01233","actor":"rep_25","timestamp":"2026-01-16T05:38:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01233:05","content":"owners confirmed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01233","actor":"rep_25","timestamp":"2026-01-16T05:44:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01233:06","content":"email sent recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01233","actor":"rep_25","timestamp":"2026-01-16T05:57:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01233:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01233)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01233\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":103,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01233\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01234","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-02-21T13:39:00.000Z","closed_at":"2026-02-21T14:14:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($109k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01234","actor":"rep_19","timestamp":"2026-02-21T13:39:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01234:00","content":"Operational trigger received from gmail for Acme Health Systems ($109k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":253,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$109k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01234","actor":"rep_19","timestamp":"2026-02-21T13:48:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01234:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01234\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":153,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01234/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01234\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01234","actor":"rep_19","timestamp":"2026-02-21T13:53:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01234:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01234","actor":"rep_19","timestamp":"2026-02-21T13:48:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01234:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01234","actor":"rep_19","timestamp":"2026-02-21T14:07:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01234:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01234","actor":"rep_19","timestamp":"2026-02-21T14:04:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01234:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01234","actor":"rep_19","timestamp":"2026-02-21T13:57:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01234:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01234","actor":"rep_19","timestamp":"2026-02-21T14:14:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01234:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01234)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01234\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01234\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01235","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-01-04T18:15:00.000Z","closed_at":"2026-01-04T18:36:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($91k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01235","actor":"rep_01","timestamp":"2026-01-04T18:15:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01235:00","content":"Operational trigger received from gmail for Aura Therapeutics ($91k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":85,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$91k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01235","actor":"rep_01","timestamp":"2026-01-04T18:24:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01235:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01235\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":206,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01235/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01235\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01235","actor":"rep_01","timestamp":"2026-01-04T18:35:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01235:02","content":"notes reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01235","actor":"rep_01","timestamp":"2026-01-04T18:48:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01235:03","content":"commitments extracted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01235","actor":"rep_01","timestamp":"2026-01-04T18:43:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01235:04","content":"email drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01235","actor":"rep_01","timestamp":"2026-01-04T18:30:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01235:05","content":"owners confirmed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01235","actor":"rep_01","timestamp":"2026-01-04T19:15:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01235:06","content":"email sent recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01235","actor":"rep_01","timestamp":"2026-01-04T18:36:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01235:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01235)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01235\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01235\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01236","actor":"rep_25","actor_name":"Carlos Mendez","company":"FinTech Global","opened_at":"2026-01-01T16:17:00.000Z","closed_at":"2026-01-01T16:38:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($247k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01236","actor":"rep_25","timestamp":"2026-01-01T16:17:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01236:00","content":"Operational trigger received from gmail for FinTech Global ($247k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$247k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01236","actor":"rep_25","timestamp":"2026-01-01T16:28:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01236:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01236\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":290,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01236/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01236\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01236","actor":"rep_25","timestamp":"2026-01-01T16:25:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01236:02","content":"notes reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01236","actor":"rep_25","timestamp":"2026-01-01T16:50:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01236:03","content":"commitments extracted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01236","actor":"rep_25","timestamp":"2026-01-01T17:01:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01236:04","content":"email drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01236","actor":"rep_25","timestamp":"2026-01-01T16:52:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01236:05","content":"owners confirmed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01236","actor":"rep_25","timestamp":"2026-01-01T16:53:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01236:06","content":"email sent recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01236","actor":"rep_25","timestamp":"2026-01-01T16:38:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01236:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01236)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01236\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01236\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01237","actor":"rep_32","actor_name":"Liam O'Connor","company":"Sentinel Networks","opened_at":"2026-03-29T17:22:00.000Z","closed_at":"2026-03-29T17:57:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($195k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01237","actor":"rep_32","timestamp":"2026-03-29T17:22:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01237:00","content":"Operational trigger received from gmail for Sentinel Networks ($195k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":233,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$195k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01237","actor":"rep_32","timestamp":"2026-03-29T17:30:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01237:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01237\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":126,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01237/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01237\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01237","actor":"rep_32","timestamp":"2026-03-29T17:42:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01237:02","content":"notes reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01237","actor":"rep_32","timestamp":"2026-03-29T17:34:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01237:03","content":"commitments extracted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01237","actor":"rep_32","timestamp":"2026-03-29T18:06:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01237:04","content":"email drafted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01237","actor":"rep_32","timestamp":"2026-03-29T18:07:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01237:05","content":"owners confirmed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01237","actor":"rep_32","timestamp":"2026-03-29T18:28:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01237:06","content":"email sent recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.96,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01237","actor":"rep_32","timestamp":"2026-03-29T17:57:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01237:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01237)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01237\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":220,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01237\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01238","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-02-24T19:35:00.000Z","closed_at":"2026-02-24T20:45:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($282k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01238","actor":"rep_32","timestamp":"2026-02-24T19:35:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01238:00","content":"Operational trigger received from gmail for Acme Health Systems ($282k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":165,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$282k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01238","actor":"rep_32","timestamp":"2026-02-24T19:39:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01238:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01238\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":357,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01238/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01238\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01238","actor":"rep_32","timestamp":"2026-02-24T19:47:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01238:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01238","actor":"rep_32","timestamp":"2026-02-24T19:59:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01238:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01238","actor":"rep_32","timestamp":"2026-02-24T19:55:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01238:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01238","actor":"rep_32","timestamp":"2026-02-24T20:25:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01238:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01238","actor":"rep_32","timestamp":"2026-02-24T20:23:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01238:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01238","actor":"rep_32","timestamp":"2026-02-24T20:45:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01238:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01238)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01238\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":117,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01238\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01239","actor":"rep_20","actor_name":"Maya Patel","company":"OmniChannel Inc","opened_at":"2026-03-12T10:00:00.000Z","closed_at":"2026-03-12T10:21:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($274k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01239","actor":"rep_20","timestamp":"2026-03-12T10:00:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01239:00","content":"Operational trigger received from gmail for OmniChannel Inc ($274k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":99,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$274k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01239","actor":"rep_20","timestamp":"2026-03-12T10:04:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01239:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01239\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":364,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01239/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01239\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01239","actor":"rep_20","timestamp":"2026-03-12T10:10:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01239:02","content":"notes reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01239","actor":"rep_20","timestamp":"2026-03-12T10:33:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01239:03","content":"commitments extracted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01239","actor":"rep_20","timestamp":"2026-03-12T10:24:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01239:04","content":"email drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01239","actor":"rep_20","timestamp":"2026-03-12T10:30:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01239:05","content":"owners confirmed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01239","actor":"rep_20","timestamp":"2026-03-12T10:24:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01239:06","content":"email sent recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01239","actor":"rep_20","timestamp":"2026-03-12T10:21:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01239:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01239)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01239\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01239\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01240","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-02-28T19:22:00.000Z","closed_at":"2026-02-28T20:18:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($271k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01240","actor":"rep_14","timestamp":"2026-02-28T19:22:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01240:00","content":"Operational trigger received from gmail for Beacon Energy ($271k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":260,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$271k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01240","actor":"rep_14","timestamp":"2026-02-28T19:29:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01240:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01240\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":243,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01240/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01240\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01240","actor":"rep_14","timestamp":"2026-02-28T19:30:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01240:02","content":"notes reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01240","actor":"rep_14","timestamp":"2026-02-28T19:43:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01240:03","content":"commitments extracted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01240","actor":"rep_14","timestamp":"2026-02-28T20:06:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01240:04","content":"email drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01240","actor":"rep_14","timestamp":"2026-02-28T19:37:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01240:05","content":"owners confirmed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01240","actor":"rep_14","timestamp":"2026-02-28T19:40:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01240:06","content":"email sent recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01240","actor":"rep_14","timestamp":"2026-02-28T20:18:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01240:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01240)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01240\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":79,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01240\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01241","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-03-30T08:51:00.000Z","closed_at":"2026-03-30T09:12:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($100k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01241","actor":"rep_11","timestamp":"2026-03-30T08:51:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01241:00","content":"Operational trigger received from gmail for NovaBio Labs ($100k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":234,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$100k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01241","actor":"rep_11","timestamp":"2026-03-30T08:55:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01241:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01241\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":249,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01241/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01241\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01241","actor":"rep_11","timestamp":"2026-03-30T09:01:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01241:02","content":"notes reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01241","actor":"rep_11","timestamp":"2026-03-30T09:03:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01241:03","content":"commitments extracted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01241","actor":"rep_11","timestamp":"2026-03-30T09:15:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01241:04","content":"email drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.85,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01241","actor":"rep_11","timestamp":"2026-03-30T09:36:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01241:05","content":"owners confirmed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01241","actor":"rep_11","timestamp":"2026-03-30T09:27:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01241:06","content":"email sent recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.99,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01241","actor":"rep_11","timestamp":"2026-03-30T09:12:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01241:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01241)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01241\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":220,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01241\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01242","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-03-02T18:57:00.000Z","closed_at":"2026-03-02T20:00:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($390k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01242","actor":"rep_37","timestamp":"2026-03-02T18:57:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01242:00","content":"Operational trigger received from gmail for NovaBio Labs ($390k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":243,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$390k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01242","actor":"rep_37","timestamp":"2026-03-02T19:06:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01242:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01242\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":218,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01242/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01242\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01242","actor":"rep_37","timestamp":"2026-03-02T19:15:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01242:02","content":"notes reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01242","actor":"rep_37","timestamp":"2026-03-02T19:06:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01242:03","content":"commitments extracted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01242","actor":"rep_37","timestamp":"2026-03-02T19:13:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01242:04","content":"email drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01242","actor":"rep_37","timestamp":"2026-03-02T19:32:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01242:05","content":"owners confirmed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01242","actor":"rep_37","timestamp":"2026-03-02T19:51:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01242:06","content":"email sent recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01242","actor":"rep_37","timestamp":"2026-03-02T20:00:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01242:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01242)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01242\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":174,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01242\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01243","actor":"rep_09","actor_name":"Elena Rostova","company":"Apex Retail Group","opened_at":"2026-02-21T14:41:00.000Z","closed_at":"2026-02-21T15:58:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($66k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01243","actor":"rep_09","timestamp":"2026-02-21T14:41:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01243:00","content":"Operational trigger received from gmail for Apex Retail Group ($66k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":246,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$66k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01243","actor":"rep_09","timestamp":"2026-02-21T14:45:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01243:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01243\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":230,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01243/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01243\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01243","actor":"rep_09","timestamp":"2026-02-21T15:03:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01243:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01243","actor":"rep_09","timestamp":"2026-02-21T14:50:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01243:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01243","actor":"rep_09","timestamp":"2026-02-21T15:25:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01243:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01243","actor":"rep_09","timestamp":"2026-02-21T15:21:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01243:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01243","actor":"rep_09","timestamp":"2026-02-21T15:17:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01243:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01243","actor":"rep_09","timestamp":"2026-02-21T15:58:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01243:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01243)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01243\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":254,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01243\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01244","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-01-17T02:34:00.000Z","closed_at":"2026-01-17T03:23:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($74k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01244","actor":"rep_09","timestamp":"2026-01-17T02:34:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01244:00","content":"Operational trigger received from gmail for Sentinel Networks ($74k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":267,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$74k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01244","actor":"rep_09","timestamp":"2026-01-17T02:44:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01244:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01244\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":135,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01244/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01244\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01244","actor":"rep_09","timestamp":"2026-01-17T02:46:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01244:02","content":"notes reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01244","actor":"rep_09","timestamp":"2026-01-17T02:52:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01244:03","content":"commitments extracted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01244","actor":"rep_09","timestamp":"2026-01-17T03:14:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01244:04","content":"email drafted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01244","actor":"rep_09","timestamp":"2026-01-17T03:24:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01244:05","content":"owners confirmed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01244","actor":"rep_09","timestamp":"2026-01-17T03:16:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01244:06","content":"email sent recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01244","actor":"rep_09","timestamp":"2026-01-17T03:23:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01244:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01244)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01244\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01244\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01245","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-11T18:17:00.000Z","closed_at":"2026-01-11T18:45:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($108k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01245","actor":"rep_20","timestamp":"2026-01-11T18:17:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01245:00","content":"Operational trigger received from gmail for Apex Retail Group ($108k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":59,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$108k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01245","actor":"rep_20","timestamp":"2026-01-11T18:27:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01245:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01245\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":207,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01245/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01245\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01245","actor":"rep_20","timestamp":"2026-01-11T18:29:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01245:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01245","actor":"rep_20","timestamp":"2026-01-11T18:26:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01245:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01245","actor":"rep_20","timestamp":"2026-01-11T18:41:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01245:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01245","actor":"rep_20","timestamp":"2026-01-11T19:12:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01245:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01245","actor":"rep_20","timestamp":"2026-01-11T18:47:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01245:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01245","actor":"rep_20","timestamp":"2026-01-11T18:45:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01245:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01245)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01245\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":137,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01245\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01246","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-01-01T03:28:00.000Z","closed_at":"2026-01-01T04:24:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($254k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01246","actor":"rep_01","timestamp":"2026-01-01T03:28:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01246:00","content":"Operational trigger received from gmail for Stripe Technologies ($254k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":254,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$254k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01246","actor":"rep_01","timestamp":"2026-01-01T03:35:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01246:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01246\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":291,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01246/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01246\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01246","actor":"rep_01","timestamp":"2026-01-01T03:40:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01246:02","content":"notes reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01246","actor":"rep_01","timestamp":"2026-01-01T03:55:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01246:03","content":"commitments extracted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01246","actor":"rep_01","timestamp":"2026-01-01T03:40:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01246:04","content":"email drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01246","actor":"rep_01","timestamp":"2026-01-01T04:23:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01246:05","content":"owners confirmed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01246","actor":"rep_01","timestamp":"2026-01-01T04:34:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01246:06","content":"email sent recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01246","actor":"rep_01","timestamp":"2026-01-01T04:24:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01246:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01246)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01246\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01246\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01247","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-02-20T23:09:00.000Z","closed_at":"2026-02-21T00:26:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($210k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01247","actor":"rep_06","timestamp":"2026-02-20T23:09:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01247:00","content":"Operational trigger received from gmail for NovaBio Labs ($210k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$210k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01247","actor":"rep_06","timestamp":"2026-02-20T23:14:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01247:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01247\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":235,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01247/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01247\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01247","actor":"rep_06","timestamp":"2026-02-20T23:15:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01247:02","content":"notes reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01247","actor":"rep_06","timestamp":"2026-02-20T23:39:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01247:03","content":"commitments extracted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01247","actor":"rep_06","timestamp":"2026-02-20T23:29:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01247:04","content":"email drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01247","actor":"rep_06","timestamp":"2026-02-20T23:44:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01247:05","content":"owners confirmed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01247","actor":"rep_06","timestamp":"2026-02-20T23:57:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01247:06","content":"email sent recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01247","actor":"rep_06","timestamp":"2026-02-21T00:26:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01247:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01247)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01247\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":189,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01247\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01248","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-03-24T08:50:00.000Z","closed_at":"2026-03-24T09:39:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($340k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01248","actor":"rep_01","timestamp":"2026-03-24T08:50:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01248:00","content":"Operational trigger received from gmail for Apex Retail Group ($340k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$340k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01248","actor":"rep_01","timestamp":"2026-03-24T08:58:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01248:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01248\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":207,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01248/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01248\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01248","actor":"rep_01","timestamp":"2026-03-24T09:08:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01248:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01248","actor":"rep_01","timestamp":"2026-03-24T09:02:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01248:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01248","actor":"rep_01","timestamp":"2026-03-24T09:06:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01248:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01248","actor":"rep_01","timestamp":"2026-03-24T09:20:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01248:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01248","actor":"rep_01","timestamp":"2026-03-24T09:50:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01248:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01248","actor":"rep_01","timestamp":"2026-03-24T09:39:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01248:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01248)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01248\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01248\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01249","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-01-08T18:10:00.000Z","closed_at":"2026-01-08T19:13:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($106k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01249","actor":"rep_19","timestamp":"2026-01-08T18:10:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01249:00","content":"Operational trigger received from gmail for Pinnacle Media ($106k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$106k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01249","actor":"rep_19","timestamp":"2026-01-08T18:13:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01249:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01249\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":364,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01249/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01249\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01249","actor":"rep_19","timestamp":"2026-01-08T18:20:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01249:02","content":"notes reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01249","actor":"rep_19","timestamp":"2026-01-08T18:34:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01249:03","content":"commitments extracted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01249","actor":"rep_19","timestamp":"2026-01-08T18:46:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01249:04","content":"email drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01249","actor":"rep_19","timestamp":"2026-01-08T18:35:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01249:05","content":"owners confirmed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01249","actor":"rep_19","timestamp":"2026-01-08T18:34:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01249:06","content":"email sent recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01249","actor":"rep_19","timestamp":"2026-01-08T19:13:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01249:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01249)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01249\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":158,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01249\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01250","actor":"rep_09","actor_name":"Elena Rostova","company":"CloudScale Data","opened_at":"2026-02-26T12:04:00.000Z","closed_at":"2026-02-26T12:39:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($440k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01250","actor":"rep_09","timestamp":"2026-02-26T12:04:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01250:00","content":"Operational trigger received from gmail for CloudScale Data ($440k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":59,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$440k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01250","actor":"rep_09","timestamp":"2026-02-26T12:09:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01250:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at CloudScale Data","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01250\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":306,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01250/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01250\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01250","actor":"rep_09","timestamp":"2026-02-26T12:26:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01250:02","content":"notes reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01250","actor":"rep_09","timestamp":"2026-02-26T12:25:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01250:03","content":"commitments extracted recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01250","actor":"rep_09","timestamp":"2026-02-26T12:28:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01250:04","content":"email drafted recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"email_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01250","actor":"rep_09","timestamp":"2026-02-26T12:24:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01250:05","content":"owners confirmed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01250","actor":"rep_09","timestamp":"2026-02-26T12:28:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01250:06","content":"email sent recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"email_sent","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01250","actor":"rep_09","timestamp":"2026-02-26T12:39:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01250:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01250)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01250\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01250\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01251","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-02-05T19:29:00.000Z","closed_at":"2026-02-05T20:46:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($168k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01251","actor":"rep_19","timestamp":"2026-02-05T19:29:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01251:00","content":"Operational trigger received from gmail for Beacon Energy ($168k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$168k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01251","actor":"rep_19","timestamp":"2026-02-05T19:32:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01251:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01251\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":363,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01251/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01251\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01251","actor":"rep_19","timestamp":"2026-02-05T19:49:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01251:02","content":"notes reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01251","actor":"rep_19","timestamp":"2026-02-05T19:44:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01251:03","content":"commitments extracted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01251","actor":"rep_19","timestamp":"2026-02-05T20:05:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01251:04","content":"email drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01251","actor":"rep_19","timestamp":"2026-02-05T19:54:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01251:05","content":"owners confirmed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01251","actor":"rep_19","timestamp":"2026-02-05T20:05:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01251:06","content":"email sent recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01251","actor":"rep_19","timestamp":"2026-02-05T20:46:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01251:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01251)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01251\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":186,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01251\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01252","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-01-27T06:41:00.000Z","closed_at":"2026-01-27T07:37:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($124k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01252","actor":"rep_37","timestamp":"2026-01-27T06:41:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01252:00","content":"Operational trigger received from gmail for Nexus AI ($124k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":225,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$124k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01252","actor":"rep_37","timestamp":"2026-01-27T06:47:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01252:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01252\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":175,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01252/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01252\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01252","actor":"rep_37","timestamp":"2026-01-27T07:03:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01252:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01252","actor":"rep_37","timestamp":"2026-01-27T06:56:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01252:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01252","actor":"rep_37","timestamp":"2026-01-27T07:21:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01252:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01252","actor":"rep_37","timestamp":"2026-01-27T06:56:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01252:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01252","actor":"rep_37","timestamp":"2026-01-27T07:29:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01252:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01252","actor":"rep_37","timestamp":"2026-01-27T07:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01252:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01252)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01252\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01252\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01253","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-01-06T01:36:00.000Z","closed_at":"2026-01-06T02:53:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($388k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01253","actor":"rep_37","timestamp":"2026-01-06T01:36:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01253:00","content":"Operational trigger received from gmail for Meridian Logistics ($388k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$388k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01253","actor":"rep_37","timestamp":"2026-01-06T01:47:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01253:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01253\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":288,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01253/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01253\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01253","actor":"rep_37","timestamp":"2026-01-06T01:48:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01253:02","content":"notes reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01253","actor":"rep_37","timestamp":"2026-01-06T02:00:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01253:03","content":"commitments extracted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01253","actor":"rep_37","timestamp":"2026-01-06T02:08:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01253:04","content":"email drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.95,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01253","actor":"rep_37","timestamp":"2026-01-06T02:26:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01253:05","content":"owners confirmed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01253","actor":"rep_37","timestamp":"2026-01-06T02:42:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01253:06","content":"email sent recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01253","actor":"rep_37","timestamp":"2026-01-06T02:53:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01253:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01253)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01253\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":282,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01253\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01254","actor":"rep_20","actor_name":"Maya Patel","company":"Stripe Technologies","opened_at":"2026-03-13T20:07:00.000Z","closed_at":"2026-03-13T21:24:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($176k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01254","actor":"rep_20","timestamp":"2026-03-13T20:07:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01254:00","content":"Operational trigger received from gmail for Stripe Technologies ($176k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":256,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$176k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01254","actor":"rep_20","timestamp":"2026-03-13T20:17:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01254:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01254\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":332,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01254/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01254\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01254","actor":"rep_20","timestamp":"2026-03-13T20:23:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01254:02","content":"notes reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01254","actor":"rep_20","timestamp":"2026-03-13T20:28:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01254:03","content":"commitments extracted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01254","actor":"rep_20","timestamp":"2026-03-13T20:19:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01254:04","content":"email drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01254","actor":"rep_20","timestamp":"2026-03-13T20:52:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01254:05","content":"owners confirmed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01254","actor":"rep_20","timestamp":"2026-03-13T20:49:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01254:06","content":"email sent recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01254","actor":"rep_20","timestamp":"2026-03-13T21:24:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01254:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01254)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01254\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":160,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01254\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01255","actor":"rep_32","actor_name":"Liam O'Connor","company":"Catalyst Software","opened_at":"2026-01-17T11:41:00.000Z","closed_at":"2026-01-17T12:02:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($397k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01255","actor":"rep_32","timestamp":"2026-01-17T11:41:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01255:00","content":"Operational trigger received from gmail for Catalyst Software ($397k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":101,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$397k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01255","actor":"rep_32","timestamp":"2026-01-17T11:51:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01255:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01255\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":266,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01255/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01255\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01255","actor":"rep_32","timestamp":"2026-01-17T12:03:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01255:02","content":"notes reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01255","actor":"rep_32","timestamp":"2026-01-17T11:50:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01255:03","content":"commitments extracted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01255","actor":"rep_32","timestamp":"2026-01-17T12:13:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01255:04","content":"email drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01255","actor":"rep_32","timestamp":"2026-01-17T12:21:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01255:05","content":"owners confirmed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01255","actor":"rep_32","timestamp":"2026-01-17T12:29:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01255:06","content":"email sent recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01255","actor":"rep_32","timestamp":"2026-01-17T12:02:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01255:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01255)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01255\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":150,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01255\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01256","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-03-26T00:55:00.000Z","closed_at":"2026-03-26T01:30:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($268k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01256","actor":"rep_37","timestamp":"2026-03-26T00:55:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01256:00","content":"Operational trigger received from gmail for Aura Therapeutics ($268k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":183,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$268k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01256","actor":"rep_37","timestamp":"2026-03-26T00:58:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01256:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01256\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":336,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01256/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01256\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01256","actor":"rep_37","timestamp":"2026-03-26T01:17:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01256:02","content":"notes reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01256","actor":"rep_37","timestamp":"2026-03-26T01:04:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01256:03","content":"commitments extracted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01256","actor":"rep_37","timestamp":"2026-03-26T01:15:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01256:04","content":"email drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01256","actor":"rep_37","timestamp":"2026-03-26T01:40:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01256:05","content":"owners confirmed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01256","actor":"rep_37","timestamp":"2026-03-26T01:13:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01256:06","content":"email sent recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01256","actor":"rep_37","timestamp":"2026-03-26T01:30:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01256:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01256)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01256\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01256\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01257","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-02-24T21:24:00.000Z","closed_at":"2026-02-24T22:41:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($120k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01257","actor":"rep_37","timestamp":"2026-02-24T21:24:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01257:00","content":"Operational trigger received from gmail for Acme Health Systems ($120k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":143,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$120k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01257","actor":"rep_37","timestamp":"2026-02-24T21:32:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01257:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01257\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":172,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01257/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01257\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01257","actor":"rep_37","timestamp":"2026-02-24T21:44:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01257:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01257","actor":"rep_37","timestamp":"2026-02-24T21:45:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01257:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01257","actor":"rep_37","timestamp":"2026-02-24T21:36:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01257:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01257","actor":"rep_37","timestamp":"2026-02-24T21:49:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01257:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01257","actor":"rep_37","timestamp":"2026-02-24T22:24:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01257:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01257","actor":"rep_37","timestamp":"2026-02-24T22:41:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01257:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01257)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01257\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":137,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01257\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01258","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-02-10T15:09:00.000Z","closed_at":"2026-02-10T15:37:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($218k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01258","actor":"rep_11","timestamp":"2026-02-10T15:09:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01258:00","content":"Operational trigger received from gmail for NovaBio Labs ($218k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":113,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$218k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01258","actor":"rep_11","timestamp":"2026-02-10T15:19:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01258:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01258\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":176,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01258/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01258\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01258","actor":"rep_11","timestamp":"2026-02-10T15:27:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01258:02","content":"notes reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01258","actor":"rep_11","timestamp":"2026-02-10T15:42:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01258:03","content":"commitments extracted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01258","actor":"rep_11","timestamp":"2026-02-10T15:21:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01258:04","content":"email drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01258","actor":"rep_11","timestamp":"2026-02-10T15:44:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01258:05","content":"owners confirmed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01258","actor":"rep_11","timestamp":"2026-02-10T15:45:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01258:06","content":"email sent recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01258","actor":"rep_11","timestamp":"2026-02-10T15:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01258:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01258)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01258\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":158,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01258\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01259","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-01-24T17:55:00.000Z","closed_at":"2026-01-24T18:44:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($180k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01259","actor":"rep_37","timestamp":"2026-01-24T17:55:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01259:00","content":"Operational trigger received from gmail for Vertex Cyber ($180k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":104,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$180k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01259","actor":"rep_37","timestamp":"2026-01-24T18:03:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01259:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01259\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":146,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01259/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01259\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01259","actor":"rep_37","timestamp":"2026-01-24T18:09:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01259:02","content":"notes reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01259","actor":"rep_37","timestamp":"2026-01-24T18:10:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01259:03","content":"commitments extracted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01259","actor":"rep_37","timestamp":"2026-01-24T18:31:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01259:04","content":"email drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01259","actor":"rep_37","timestamp":"2026-01-24T18:25:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01259:05","content":"owners confirmed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01259","actor":"rep_37","timestamp":"2026-01-24T18:13:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01259:06","content":"email sent recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.99,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01259","actor":"rep_37","timestamp":"2026-01-24T18:44:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01259:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01259)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01259\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01259\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01260","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-03-15T20:25:00.000Z","closed_at":"2026-03-15T21:21:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($209k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01260","actor":"rep_06","timestamp":"2026-03-15T20:25:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01260:00","content":"Operational trigger received from gmail for Stripe Technologies ($209k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":53,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$209k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01260","actor":"rep_06","timestamp":"2026-03-15T20:35:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01260:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01260\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":152,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01260/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01260\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01260","actor":"rep_06","timestamp":"2026-03-15T20:31:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01260:02","content":"notes reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01260","actor":"rep_06","timestamp":"2026-03-15T20:43:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01260:03","content":"commitments extracted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01260","actor":"rep_06","timestamp":"2026-03-15T20:37:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01260:04","content":"email drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01260","actor":"rep_06","timestamp":"2026-03-15T20:55:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01260:05","content":"owners confirmed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01260","actor":"rep_06","timestamp":"2026-03-15T20:43:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01260:06","content":"email sent recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01260","actor":"rep_06","timestamp":"2026-03-15T21:21:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01260:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01260)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01260\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":142,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01260\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01261","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-01-07T13:12:00.000Z","closed_at":"2026-01-07T14:22:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($399k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01261","actor":"rep_11","timestamp":"2026-01-07T13:12:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01261:00","content":"Operational trigger received from gmail for Acme Health Systems ($399k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":195,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$399k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01261","actor":"rep_11","timestamp":"2026-01-07T13:15:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01261:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01261\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":273,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01261/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01261\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01261","actor":"rep_11","timestamp":"2026-01-07T13:20:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01261:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01261","actor":"rep_11","timestamp":"2026-01-07T13:39:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01261:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":251,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01261","actor":"rep_11","timestamp":"2026-01-07T13:28:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01261:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01261","actor":"rep_11","timestamp":"2026-01-07T13:37:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01261:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01261","actor":"rep_11","timestamp":"2026-01-07T13:42:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01261:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01261","actor":"rep_11","timestamp":"2026-01-07T14:22:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01261:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01261)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01261\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01261\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01262","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-01-15T10:28:00.000Z","closed_at":"2026-01-15T11:24:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($59k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01262","actor":"rep_09","timestamp":"2026-01-15T10:28:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01262:00","content":"Operational trigger received from gmail for Vanguard Financial ($59k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$59k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01262","actor":"rep_09","timestamp":"2026-01-15T10:36:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01262:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01262\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":295,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01262/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01262\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01262","actor":"rep_09","timestamp":"2026-01-15T10:34:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01262:02","content":"notes reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01262","actor":"rep_09","timestamp":"2026-01-15T10:40:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01262:03","content":"commitments extracted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01262","actor":"rep_09","timestamp":"2026-01-15T11:08:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01262:04","content":"email drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01262","actor":"rep_09","timestamp":"2026-01-15T11:08:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01262:05","content":"owners confirmed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01262","actor":"rep_09","timestamp":"2026-01-15T11:34:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01262:06","content":"email sent recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01262","actor":"rep_09","timestamp":"2026-01-15T11:24:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01262:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01262)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01262\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":215,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01262\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01263","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-01-09T02:49:00.000Z","closed_at":"2026-01-09T03:10:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($144k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01263","actor":"rep_11","timestamp":"2026-01-09T02:49:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01263:00","content":"Operational trigger received from gmail for Pinnacle Media ($144k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":260,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$144k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01263","actor":"rep_11","timestamp":"2026-01-09T02:53:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01263:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01263\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":147,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01263/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01263\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01263","actor":"rep_11","timestamp":"2026-01-09T03:01:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01263:02","content":"notes reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01263","actor":"rep_11","timestamp":"2026-01-09T03:19:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01263:03","content":"commitments extracted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01263","actor":"rep_11","timestamp":"2026-01-09T03:29:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01263:04","content":"email drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.96,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01263","actor":"rep_11","timestamp":"2026-01-09T03:39:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01263:05","content":"owners confirmed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01263","actor":"rep_11","timestamp":"2026-01-09T03:43:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01263:06","content":"email sent recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01263","actor":"rep_11","timestamp":"2026-01-09T03:10:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01263:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01263)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01263\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":108,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01263\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01264","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-03-22T03:22:00.000Z","closed_at":"2026-03-22T04:11:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($316k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01264","actor":"rep_14","timestamp":"2026-03-22T03:22:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01264:00","content":"Operational trigger received from gmail for Sentinel Networks ($316k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$316k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01264","actor":"rep_14","timestamp":"2026-03-22T03:30:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01264:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01264\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":355,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01264/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01264\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01264","actor":"rep_14","timestamp":"2026-03-22T03:34:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01264:02","content":"notes reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01264","actor":"rep_14","timestamp":"2026-03-22T03:34:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01264:03","content":"commitments extracted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01264","actor":"rep_14","timestamp":"2026-03-22T04:06:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01264:04","content":"email drafted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01264","actor":"rep_14","timestamp":"2026-03-22T03:37:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01264:05","content":"owners confirmed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01264","actor":"rep_14","timestamp":"2026-03-22T04:04:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01264:06","content":"email sent recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01264","actor":"rep_14","timestamp":"2026-03-22T04:11:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01264:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01264)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01264\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01264\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01265","actor":"rep_09","actor_name":"Elena Rostova","company":"Nexus AI","opened_at":"2026-02-08T00:30:00.000Z","closed_at":"2026-02-08T01:19:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($325k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01265","actor":"rep_09","timestamp":"2026-02-08T00:30:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01265:00","content":"Operational trigger received from gmail for Nexus AI ($325k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":61,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$325k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01265","actor":"rep_09","timestamp":"2026-02-08T00:36:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01265:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01265\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":306,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01265/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01265\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01265","actor":"rep_09","timestamp":"2026-02-08T00:50:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01265:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01265","actor":"rep_09","timestamp":"2026-02-08T00:51:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01265:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01265","actor":"rep_09","timestamp":"2026-02-08T01:06:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01265:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.95,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01265","actor":"rep_09","timestamp":"2026-02-08T00:50:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01265:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01265","actor":"rep_09","timestamp":"2026-02-08T01:12:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01265:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01265","actor":"rep_09","timestamp":"2026-02-08T01:19:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01265:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01265)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01265\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01265\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01266","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-02-16T22:25:00.000Z","closed_at":"2026-02-16T23:14:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($439k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01266","actor":"rep_37","timestamp":"2026-02-16T22:25:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01266:00","content":"Operational trigger received from gmail for Meridian Logistics ($439k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":189,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$439k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01266","actor":"rep_37","timestamp":"2026-02-16T22:35:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01266:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01266\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":136,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01266/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01266\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01266","actor":"rep_37","timestamp":"2026-02-16T22:47:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01266:02","content":"notes reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01266","actor":"rep_37","timestamp":"2026-02-16T22:34:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01266:03","content":"commitments extracted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01266","actor":"rep_37","timestamp":"2026-02-16T22:49:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01266:04","content":"email drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.99,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01266","actor":"rep_37","timestamp":"2026-02-16T22:55:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01266:05","content":"owners confirmed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01266","actor":"rep_37","timestamp":"2026-02-16T23:01:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01266:06","content":"email sent recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.99,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01266","actor":"rep_37","timestamp":"2026-02-16T23:14:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01266:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01266)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01266\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01266\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01267","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-02-12T06:26:00.000Z","closed_at":"2026-02-12T07:29:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($176k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01267","actor":"rep_37","timestamp":"2026-02-12T06:26:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01267:00","content":"Operational trigger received from gmail for OmniChannel Inc ($176k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":152,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$176k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01267","actor":"rep_37","timestamp":"2026-02-12T06:32:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01267:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01267\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":212,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01267/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01267\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01267","actor":"rep_37","timestamp":"2026-02-12T06:32:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01267:02","content":"notes reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01267","actor":"rep_37","timestamp":"2026-02-12T06:41:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01267:03","content":"commitments extracted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01267","actor":"rep_37","timestamp":"2026-02-12T06:38:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01267:04","content":"email drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01267","actor":"rep_37","timestamp":"2026-02-12T07:01:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01267:05","content":"owners confirmed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01267","actor":"rep_37","timestamp":"2026-02-12T07:32:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01267:06","content":"email sent recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.95,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01267","actor":"rep_37","timestamp":"2026-02-12T07:29:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01267:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01267)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01267\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01267\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01268","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-02-21T06:19:00.000Z","closed_at":"2026-02-21T06:47:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($299k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01268","actor":"rep_32","timestamp":"2026-02-21T06:19:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01268:00","content":"Operational trigger received from gmail for Meridian Logistics ($299k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$299k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01268","actor":"rep_32","timestamp":"2026-02-21T06:30:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01268:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01268\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":303,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01268/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01268\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01268","actor":"rep_32","timestamp":"2026-02-21T06:29:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01268:02","content":"notes reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01268","actor":"rep_32","timestamp":"2026-02-21T06:40:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01268:03","content":"commitments extracted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01268","actor":"rep_32","timestamp":"2026-02-21T06:51:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01268:04","content":"email drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01268","actor":"rep_32","timestamp":"2026-02-21T07:09:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01268:05","content":"owners confirmed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01268","actor":"rep_32","timestamp":"2026-02-21T06:49:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01268:06","content":"email sent recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01268","actor":"rep_32","timestamp":"2026-02-21T06:47:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01268:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01268)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01268\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":228,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01268\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01269","actor":"rep_31","actor_name":"Aisha Taylor","company":"Apex Retail Group","opened_at":"2026-02-12T15:56:00.000Z","closed_at":"2026-02-12T16:45:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($102k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01269","actor":"rep_31","timestamp":"2026-02-12T15:56:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01269:00","content":"Operational trigger received from gmail for Apex Retail Group ($102k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":170,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$102k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01269","actor":"rep_31","timestamp":"2026-02-12T15:59:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01269:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01269\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":198,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01269/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01269\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01269","actor":"rep_31","timestamp":"2026-02-12T16:06:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01269:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01269","actor":"rep_31","timestamp":"2026-02-12T16:05:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01269:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01269","actor":"rep_31","timestamp":"2026-02-12T16:28:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01269:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01269","actor":"rep_31","timestamp":"2026-02-12T16:41:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01269:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01269","actor":"rep_31","timestamp":"2026-02-12T16:26:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01269:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01269","actor":"rep_31","timestamp":"2026-02-12T16:45:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01269:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01269)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01269\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":202,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01269\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01270","actor":"rep_11","actor_name":"David Kim","company":"Stripe Technologies","opened_at":"2026-01-10T22:37:00.000Z","closed_at":"2026-01-10T23:47:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($355k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01270","actor":"rep_11","timestamp":"2026-01-10T22:37:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01270:00","content":"Operational trigger received from gmail for Stripe Technologies ($355k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$355k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01270","actor":"rep_11","timestamp":"2026-01-10T22:48:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01270:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01270\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":292,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01270/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01270\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01270","actor":"rep_11","timestamp":"2026-01-10T22:43:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01270:02","content":"notes reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01270","actor":"rep_11","timestamp":"2026-01-10T23:07:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01270:03","content":"commitments extracted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01270","actor":"rep_11","timestamp":"2026-01-10T23:17:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01270:04","content":"email drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01270","actor":"rep_11","timestamp":"2026-01-10T22:57:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01270:05","content":"owners confirmed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01270","actor":"rep_11","timestamp":"2026-01-10T23:25:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01270:06","content":"email sent recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01270","actor":"rep_11","timestamp":"2026-01-10T23:47:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01270:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01270)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01270\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01270\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01271","actor":"rep_14","actor_name":"Rachel Adams","company":"Vanguard Financial","opened_at":"2026-01-10T14:47:00.000Z","closed_at":"2026-01-10T15:22:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($165k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01271","actor":"rep_14","timestamp":"2026-01-10T14:47:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01271:00","content":"Operational trigger received from gmail for Vanguard Financial ($165k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":89,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$165k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01271","actor":"rep_14","timestamp":"2026-01-10T14:58:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01271:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01271\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":236,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01271/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01271\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01271","actor":"rep_14","timestamp":"2026-01-10T14:55:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01271:02","content":"notes reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01271","actor":"rep_14","timestamp":"2026-01-10T15:20:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01271:03","content":"commitments extracted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01271","actor":"rep_14","timestamp":"2026-01-10T15:03:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01271:04","content":"email drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.95,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01271","actor":"rep_14","timestamp":"2026-01-10T15:07:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01271:05","content":"owners confirmed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01271","actor":"rep_14","timestamp":"2026-01-10T15:11:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01271:06","content":"email sent recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01271","actor":"rep_14","timestamp":"2026-01-10T15:22:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01271:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01271)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01271\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01271\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01272","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-03-04T06:50:00.000Z","closed_at":"2026-03-04T07:32:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($314k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01272","actor":"rep_01","timestamp":"2026-03-04T06:50:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01272:00","content":"Operational trigger received from gmail for Acme Health Systems ($314k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$314k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01272","actor":"rep_01","timestamp":"2026-03-04T07:01:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01272:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01272\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":353,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01272/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01272\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01272","actor":"rep_01","timestamp":"2026-03-04T07:04:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01272:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01272","actor":"rep_01","timestamp":"2026-03-04T07:02:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01272:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01272","actor":"rep_01","timestamp":"2026-03-04T07:06:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01272:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01272","actor":"rep_01","timestamp":"2026-03-04T07:40:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01272:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01272","actor":"rep_01","timestamp":"2026-03-04T07:32:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01272:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01272","actor":"rep_01","timestamp":"2026-03-04T07:32:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01272:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01272)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01272\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":243,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01272\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01273","actor":"rep_31","actor_name":"Aisha Taylor","company":"Aura Therapeutics","opened_at":"2026-03-01T21:03:00.000Z","closed_at":"2026-03-01T21:38:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($76k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01273","actor":"rep_31","timestamp":"2026-03-01T21:03:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01273:00","content":"Operational trigger received from gmail for Aura Therapeutics ($76k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":100,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$76k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01273","actor":"rep_31","timestamp":"2026-03-01T21:14:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01273:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01273\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":306,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01273/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01273\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01273","actor":"rep_31","timestamp":"2026-03-01T21:23:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01273:02","content":"notes reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01273","actor":"rep_31","timestamp":"2026-03-01T21:33:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01273:03","content":"commitments extracted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01273","actor":"rep_31","timestamp":"2026-03-01T21:47:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01273:04","content":"email drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01273","actor":"rep_31","timestamp":"2026-03-01T21:58:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01273:05","content":"owners confirmed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01273","actor":"rep_31","timestamp":"2026-03-01T21:45:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01273:06","content":"email sent recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01273","actor":"rep_31","timestamp":"2026-03-01T21:38:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01273:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01273)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01273\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":180,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01273\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01274","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-03-20T13:01:00.000Z","closed_at":"2026-03-20T13:43:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($122k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01274","actor":"rep_11","timestamp":"2026-03-20T13:01:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01274:00","content":"Operational trigger received from gmail for FinTech Global ($122k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":153,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$122k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01274","actor":"rep_11","timestamp":"2026-03-20T13:08:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01274:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01274\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":190,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01274/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01274\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01274","actor":"rep_11","timestamp":"2026-03-20T13:21:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01274:02","content":"notes reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01274","actor":"rep_11","timestamp":"2026-03-20T13:10:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01274:03","content":"commitments extracted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01274","actor":"rep_11","timestamp":"2026-03-20T13:25:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01274:04","content":"email drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01274","actor":"rep_11","timestamp":"2026-03-20T13:16:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01274:05","content":"owners confirmed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01274","actor":"rep_11","timestamp":"2026-03-20T13:43:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01274:06","content":"email sent recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01274","actor":"rep_11","timestamp":"2026-03-20T13:43:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01274:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01274)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01274\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":230,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01274\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01275","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-01-09T19:09:00.000Z","closed_at":"2026-01-09T19:30:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($83k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01275","actor":"rep_32","timestamp":"2026-01-09T19:09:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01275:00","content":"Operational trigger received from gmail for Aura Therapeutics ($83k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$83k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01275","actor":"rep_32","timestamp":"2026-01-09T19:16:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01275:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01275\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":150,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01275/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01275\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01275","actor":"rep_32","timestamp":"2026-01-09T19:17:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01275:02","content":"notes reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01275","actor":"rep_32","timestamp":"2026-01-09T19:18:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01275:03","content":"commitments extracted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01275","actor":"rep_32","timestamp":"2026-01-09T19:49:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01275:04","content":"email drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01275","actor":"rep_32","timestamp":"2026-01-09T19:29:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01275:05","content":"owners confirmed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01275","actor":"rep_32","timestamp":"2026-01-09T19:45:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01275:06","content":"email sent recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01275","actor":"rep_32","timestamp":"2026-01-09T19:30:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01275:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01275)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01275\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":59,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01275\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01276","actor":"rep_31","actor_name":"Aisha Taylor","company":"Aura Therapeutics","opened_at":"2026-02-03T03:30:00.000Z","closed_at":"2026-02-03T04:40:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($207k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01276","actor":"rep_31","timestamp":"2026-02-03T03:30:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01276:00","content":"Operational trigger received from gmail for Aura Therapeutics ($207k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":155,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$207k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01276","actor":"rep_31","timestamp":"2026-02-03T03:34:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01276:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01276\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":171,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01276/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01276\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01276","actor":"rep_31","timestamp":"2026-02-03T03:48:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01276:02","content":"notes reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01276","actor":"rep_31","timestamp":"2026-02-03T03:51:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01276:03","content":"commitments extracted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01276","actor":"rep_31","timestamp":"2026-02-03T04:14:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01276:04","content":"email drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01276","actor":"rep_31","timestamp":"2026-02-03T04:10:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01276:05","content":"owners confirmed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01276","actor":"rep_31","timestamp":"2026-02-03T04:18:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01276:06","content":"email sent recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01276","actor":"rep_31","timestamp":"2026-02-03T04:40:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01276:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01276)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01276\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":270,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01276\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01277","actor":"rep_32","actor_name":"Liam O'Connor","company":"Apex Retail Group","opened_at":"2026-01-11T10:09:00.000Z","closed_at":"2026-01-11T11:05:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($342k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01277","actor":"rep_32","timestamp":"2026-01-11T10:09:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01277:00","content":"Operational trigger received from gmail for Apex Retail Group ($342k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":81,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$342k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01277","actor":"rep_32","timestamp":"2026-01-11T10:19:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01277:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01277\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":312,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01277/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01277\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01277","actor":"rep_32","timestamp":"2026-01-11T10:25:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01277:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01277","actor":"rep_32","timestamp":"2026-01-11T10:33:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01277:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01277","actor":"rep_32","timestamp":"2026-01-11T10:37:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01277:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.85,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01277","actor":"rep_32","timestamp":"2026-01-11T10:24:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01277:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01277","actor":"rep_32","timestamp":"2026-01-11T11:09:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01277:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01277","actor":"rep_32","timestamp":"2026-01-11T11:05:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01277:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01277)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01277\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":101,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01277\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01278","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vanguard Financial","opened_at":"2026-03-10T20:57:00.000Z","closed_at":"2026-03-10T21:32:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($104k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01278","actor":"rep_31","timestamp":"2026-03-10T20:57:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01278:00","content":"Operational trigger received from gmail for Vanguard Financial ($104k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$104k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01278","actor":"rep_31","timestamp":"2026-03-10T21:04:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01278:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01278\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":217,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01278/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01278\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01278","actor":"rep_31","timestamp":"2026-03-10T21:17:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01278:02","content":"notes reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01278","actor":"rep_31","timestamp":"2026-03-10T21:09:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01278:03","content":"commitments extracted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01278","actor":"rep_31","timestamp":"2026-03-10T21:17:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01278:04","content":"email drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01278","actor":"rep_31","timestamp":"2026-03-10T21:42:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01278:05","content":"owners confirmed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01278","actor":"rep_31","timestamp":"2026-03-10T21:39:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01278:06","content":"email sent recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01278","actor":"rep_31","timestamp":"2026-03-10T21:32:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01278:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01278)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01278\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":66,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01278\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01279","actor":"rep_01","actor_name":"Sarah Chen","company":"OmniChannel Inc","opened_at":"2026-03-08T23:48:00.000Z","closed_at":"2026-03-09T00:37:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($254k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01279","actor":"rep_01","timestamp":"2026-03-08T23:48:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01279:00","content":"Operational trigger received from gmail for OmniChannel Inc ($254k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":282,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$254k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01279","actor":"rep_01","timestamp":"2026-03-08T23:52:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01279:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01279\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":238,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01279/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01279\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01279","actor":"rep_01","timestamp":"2026-03-09T00:02:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01279:02","content":"notes reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01279","actor":"rep_01","timestamp":"2026-03-09T00:06:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01279:03","content":"commitments extracted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01279","actor":"rep_01","timestamp":"2026-03-09T00:32:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01279:04","content":"email drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01279","actor":"rep_01","timestamp":"2026-03-09T00:38:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01279:05","content":"owners confirmed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01279","actor":"rep_01","timestamp":"2026-03-09T00:42:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01279:06","content":"email sent recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01279","actor":"rep_01","timestamp":"2026-03-09T00:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01279:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01279)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01279\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":123,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01279\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01280","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-03-12T09:38:00.000Z","closed_at":"2026-03-12T09:59:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($120k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01280","actor":"rep_06","timestamp":"2026-03-12T09:38:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01280:00","content":"Operational trigger received from gmail for Meridian Logistics ($120k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":211,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$120k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01280","actor":"rep_06","timestamp":"2026-03-12T09:49:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01280:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01280\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":191,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01280/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01280\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01280","actor":"rep_06","timestamp":"2026-03-12T09:48:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01280:02","content":"notes reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01280","actor":"rep_06","timestamp":"2026-03-12T09:47:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01280:03","content":"commitments extracted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01280","actor":"rep_06","timestamp":"2026-03-12T10:02:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01280:04","content":"email drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01280","actor":"rep_06","timestamp":"2026-03-12T10:13:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01280:05","content":"owners confirmed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01280","actor":"rep_06","timestamp":"2026-03-12T10:08:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01280:06","content":"email sent recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.95,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01280","actor":"rep_06","timestamp":"2026-03-12T09:59:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01280:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01280)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01280\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01280\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01281","actor":"rep_32","actor_name":"Liam O'Connor","company":"Sentinel Networks","opened_at":"2026-01-22T00:12:00.000Z","closed_at":"2026-01-22T00:54:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($81k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01281","actor":"rep_32","timestamp":"2026-01-22T00:12:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01281:00","content":"Operational trigger received from gmail for Sentinel Networks ($81k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":265,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$81k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01281","actor":"rep_32","timestamp":"2026-01-22T00:20:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01281:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01281\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":311,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01281/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01281\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01281","actor":"rep_32","timestamp":"2026-01-22T00:30:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01281:02","content":"notes reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01281","actor":"rep_32","timestamp":"2026-01-22T00:30:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01281:03","content":"commitments extracted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01281","actor":"rep_32","timestamp":"2026-01-22T00:56:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01281:04","content":"email drafted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01281","actor":"rep_32","timestamp":"2026-01-22T00:32:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01281:05","content":"owners confirmed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01281","actor":"rep_32","timestamp":"2026-01-22T01:18:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01281:06","content":"email sent recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01281","actor":"rep_32","timestamp":"2026-01-22T00:54:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01281:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01281)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01281\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01281\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01282","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-01-06T03:17:00.000Z","closed_at":"2026-01-06T04:20:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($291k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01282","actor":"rep_32","timestamp":"2026-01-06T03:17:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01282:00","content":"Operational trigger received from gmail for Stripe Technologies ($291k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":64,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$291k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01282","actor":"rep_32","timestamp":"2026-01-06T03:23:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01282:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Stripe Technologies","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01282\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":133,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01282/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01282\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01282","actor":"rep_32","timestamp":"2026-01-06T03:37:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01282:02","content":"notes reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01282","actor":"rep_32","timestamp":"2026-01-06T03:50:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01282:03","content":"commitments extracted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01282","actor":"rep_32","timestamp":"2026-01-06T03:49:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01282:04","content":"email drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01282","actor":"rep_32","timestamp":"2026-01-06T04:12:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01282:05","content":"owners confirmed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01282","actor":"rep_32","timestamp":"2026-01-06T04:05:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01282:06","content":"email sent recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"email_sent","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01282","actor":"rep_32","timestamp":"2026-01-06T04:20:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01282:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01282)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01282\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":91,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01282\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01283","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-03-23T18:26:00.000Z","closed_at":"2026-03-23T19:01:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($200k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01283","actor":"rep_20","timestamp":"2026-03-23T18:26:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01283:00","content":"Operational trigger received from gmail for Catalyst Software ($200k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":262,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$200k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01283","actor":"rep_20","timestamp":"2026-03-23T18:30:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01283:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01283\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":297,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01283/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01283\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01283","actor":"rep_20","timestamp":"2026-03-23T18:40:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01283:02","content":"notes reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01283","actor":"rep_20","timestamp":"2026-03-23T18:38:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01283:03","content":"commitments extracted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01283","actor":"rep_20","timestamp":"2026-03-23T18:42:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01283:04","content":"email drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01283","actor":"rep_20","timestamp":"2026-03-23T18:46:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01283:05","content":"owners confirmed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01283","actor":"rep_20","timestamp":"2026-03-23T18:44:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01283:06","content":"email sent recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.99,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01283","actor":"rep_20","timestamp":"2026-03-23T19:01:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01283:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01283)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01283\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":140,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01283\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01284","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-01-10T20:26:00.000Z","closed_at":"2026-01-10T21:15:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($74k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01284","actor":"rep_37","timestamp":"2026-01-10T20:26:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01284:00","content":"Operational trigger received from gmail for Beacon Energy ($74k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$74k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01284","actor":"rep_37","timestamp":"2026-01-10T20:29:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01284:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.87,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01284\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":294,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01284/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01284\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01284","actor":"rep_37","timestamp":"2026-01-10T20:34:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01284:02","content":"notes reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01284","actor":"rep_37","timestamp":"2026-01-10T20:50:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01284:03","content":"commitments extracted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01284","actor":"rep_37","timestamp":"2026-01-10T20:50:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01284:04","content":"email drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.96,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01284","actor":"rep_37","timestamp":"2026-01-10T21:06:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01284:05","content":"owners confirmed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01284","actor":"rep_37","timestamp":"2026-01-10T21:08:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01284:06","content":"email sent recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01284","actor":"rep_37","timestamp":"2026-01-10T21:15:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01284:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01284)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01284\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":150,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01284\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01285","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-03-25T12:27:00.000Z","closed_at":"2026-03-25T13:44:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($325k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01285","actor":"rep_37","timestamp":"2026-03-25T12:27:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01285:00","content":"Operational trigger received from gmail for Beacon Energy ($325k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":137,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$325k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01285","actor":"rep_37","timestamp":"2026-03-25T12:38:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01285:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01285\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":208,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01285/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01285\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01285","actor":"rep_37","timestamp":"2026-03-25T12:39:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01285:02","content":"notes reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01285","actor":"rep_37","timestamp":"2026-03-25T12:45:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01285:03","content":"commitments extracted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01285","actor":"rep_37","timestamp":"2026-03-25T12:47:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01285:04","content":"email drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.99,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01285","actor":"rep_37","timestamp":"2026-03-25T12:47:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01285:05","content":"owners confirmed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01285","actor":"rep_37","timestamp":"2026-03-25T13:09:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01285:06","content":"email sent recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01285","actor":"rep_37","timestamp":"2026-03-25T13:44:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01285:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01285)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01285\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01285\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01286","actor":"rep_14","actor_name":"Rachel Adams","company":"Aura Therapeutics","opened_at":"2026-02-12T00:11:00.000Z","closed_at":"2026-02-12T01:00:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($414k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01286","actor":"rep_14","timestamp":"2026-02-12T00:11:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01286:00","content":"Operational trigger received from gmail for Aura Therapeutics ($414k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":194,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$414k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01286","actor":"rep_14","timestamp":"2026-02-12T00:22:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01286:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01286\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":269,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01286/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01286\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01286","actor":"rep_14","timestamp":"2026-02-12T00:17:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01286:02","content":"notes reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01286","actor":"rep_14","timestamp":"2026-02-12T00:44:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01286:03","content":"commitments extracted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01286","actor":"rep_14","timestamp":"2026-02-12T00:35:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01286:04","content":"email drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01286","actor":"rep_14","timestamp":"2026-02-12T00:36:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01286:05","content":"owners confirmed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01286","actor":"rep_14","timestamp":"2026-02-12T00:53:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01286:06","content":"email sent recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.96,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01286","actor":"rep_14","timestamp":"2026-02-12T01:00:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01286:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01286)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01286\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":199,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01286\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01287","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-03-27T09:15:00.000Z","closed_at":"2026-03-27T10:11:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($308k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01287","actor":"rep_06","timestamp":"2026-03-27T09:15:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01287:00","content":"Operational trigger received from gmail for Catalyst Software ($308k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$308k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01287","actor":"rep_06","timestamp":"2026-03-27T09:20:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01287:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01287\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":164,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01287/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01287\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01287","actor":"rep_06","timestamp":"2026-03-27T09:35:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01287:02","content":"notes reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01287","actor":"rep_06","timestamp":"2026-03-27T09:30:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01287:03","content":"commitments extracted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01287","actor":"rep_06","timestamp":"2026-03-27T09:39:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01287:04","content":"email drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01287","actor":"rep_06","timestamp":"2026-03-27T09:45:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01287:05","content":"owners confirmed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01287","actor":"rep_06","timestamp":"2026-03-27T10:21:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01287:06","content":"email sent recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01287","actor":"rep_06","timestamp":"2026-03-27T10:11:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01287:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01287)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01287\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":58,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01287\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01288","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-03-26T18:05:00.000Z","closed_at":"2026-03-26T19:01:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($245k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01288","actor":"rep_09","timestamp":"2026-03-26T18:05:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01288:00","content":"Operational trigger received from gmail for NovaBio Labs ($245k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":92,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$245k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01288","actor":"rep_09","timestamp":"2026-03-26T18:12:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01288:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01288\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":294,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01288/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01288\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01288","actor":"rep_09","timestamp":"2026-03-26T18:27:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01288:02","content":"notes reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01288","actor":"rep_09","timestamp":"2026-03-26T18:35:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01288:03","content":"commitments extracted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01288","actor":"rep_09","timestamp":"2026-03-26T18:37:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01288:04","content":"email drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01288","actor":"rep_09","timestamp":"2026-03-26T18:50:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01288:05","content":"owners confirmed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01288","actor":"rep_09","timestamp":"2026-03-26T18:47:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01288:06","content":"email sent recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.96,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01288","actor":"rep_09","timestamp":"2026-03-26T19:01:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01288:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01288)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01288\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":275,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01288\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01289","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-03-13T10:56:00.000Z","closed_at":"2026-03-13T11:38:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($347k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01289","actor":"rep_32","timestamp":"2026-03-13T10:56:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01289:00","content":"Operational trigger received from gmail for Pinnacle Media ($347k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$347k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01289","actor":"rep_32","timestamp":"2026-03-13T11:00:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01289:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01289\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":232,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01289/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01289\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01289","actor":"rep_32","timestamp":"2026-03-13T11:16:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01289:02","content":"notes reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01289","actor":"rep_32","timestamp":"2026-03-13T11:05:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01289:03","content":"commitments extracted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01289","actor":"rep_32","timestamp":"2026-03-13T11:36:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01289:04","content":"email drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01289","actor":"rep_32","timestamp":"2026-03-13T11:31:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01289:05","content":"owners confirmed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01289","actor":"rep_32","timestamp":"2026-03-13T12:02:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01289:06","content":"email sent recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01289","actor":"rep_32","timestamp":"2026-03-13T11:38:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01289:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01289)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01289\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01289\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01290","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-02-13T16:24:00.000Z","closed_at":"2026-02-13T17:41:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($250k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01290","actor":"rep_37","timestamp":"2026-02-13T16:24:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01290:00","content":"Operational trigger received from gmail for Apex Retail Group ($250k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$250k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01290","actor":"rep_37","timestamp":"2026-02-13T16:31:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01290:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01290\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":132,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01290/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01290\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01290","actor":"rep_37","timestamp":"2026-02-13T16:30:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01290:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01290","actor":"rep_37","timestamp":"2026-02-13T16:48:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01290:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01290","actor":"rep_37","timestamp":"2026-02-13T17:04:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01290:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.99,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01290","actor":"rep_37","timestamp":"2026-02-13T17:14:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01290:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01290","actor":"rep_37","timestamp":"2026-02-13T17:24:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01290:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01290","actor":"rep_37","timestamp":"2026-02-13T17:41:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01290:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01290)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01290\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01290\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01291","actor":"rep_14","actor_name":"Rachel Adams","company":"Vertex Cyber","opened_at":"2026-01-01T17:02:00.000Z","closed_at":"2026-01-01T17:37:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($268k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01291","actor":"rep_14","timestamp":"2026-01-01T17:02:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01291:00","content":"Operational trigger received from gmail for Vertex Cyber ($268k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":250,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$268k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01291","actor":"rep_14","timestamp":"2026-01-01T17:11:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01291:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01291\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":338,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01291/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01291\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01291","actor":"rep_14","timestamp":"2026-01-01T17:22:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01291:02","content":"notes reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01291","actor":"rep_14","timestamp":"2026-01-01T17:14:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01291:03","content":"commitments extracted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01291","actor":"rep_14","timestamp":"2026-01-01T17:42:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01291:04","content":"email drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01291","actor":"rep_14","timestamp":"2026-01-01T17:37:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01291:05","content":"owners confirmed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01291","actor":"rep_14","timestamp":"2026-01-01T17:50:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01291:06","content":"email sent recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01291","actor":"rep_14","timestamp":"2026-01-01T17:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01291:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01291)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01291\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01291\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01292","actor":"rep_20","actor_name":"Maya Patel","company":"Nexus AI","opened_at":"2026-03-04T13:04:00.000Z","closed_at":"2026-03-04T14:07:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($140k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01292","actor":"rep_20","timestamp":"2026-03-04T13:04:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01292:00","content":"Operational trigger received from gmail for Nexus AI ($140k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$140k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01292","actor":"rep_20","timestamp":"2026-03-04T13:15:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01292:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01292\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":216,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01292/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01292\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01292","actor":"rep_20","timestamp":"2026-03-04T13:22:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01292:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01292","actor":"rep_20","timestamp":"2026-03-04T13:31:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01292:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01292","actor":"rep_20","timestamp":"2026-03-04T13:24:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01292:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01292","actor":"rep_20","timestamp":"2026-03-04T13:19:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01292:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01292","actor":"rep_20","timestamp":"2026-03-04T14:04:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01292:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01292","actor":"rep_20","timestamp":"2026-03-04T14:07:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01292:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01292)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01292\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":77,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01292\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01293","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-02-26T18:33:00.000Z","closed_at":"2026-02-26T19:43:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($75k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01293","actor":"rep_06","timestamp":"2026-02-26T18:33:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01293:00","content":"Operational trigger received from gmail for Apex Retail Group ($75k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":134,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$75k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01293","actor":"rep_06","timestamp":"2026-02-26T18:39:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01293:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01293\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":362,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01293/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01293\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01293","actor":"rep_06","timestamp":"2026-02-26T18:53:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01293:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01293","actor":"rep_06","timestamp":"2026-02-26T19:00:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01293:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01293","actor":"rep_06","timestamp":"2026-02-26T19:05:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01293:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01293","actor":"rep_06","timestamp":"2026-02-26T19:23:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01293:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01293","actor":"rep_06","timestamp":"2026-02-26T19:21:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01293:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01293","actor":"rep_06","timestamp":"2026-02-26T19:43:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01293:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01293)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01293\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":58,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01293\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01294","actor":"rep_11","actor_name":"David Kim","company":"Beacon Energy","opened_at":"2026-01-23T08:20:00.000Z","closed_at":"2026-01-23T08:48:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($245k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01294","actor":"rep_11","timestamp":"2026-01-23T08:20:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01294:00","content":"Operational trigger received from gmail for Beacon Energy ($245k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$245k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01294","actor":"rep_11","timestamp":"2026-01-23T08:27:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01294:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01294\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":326,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01294/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01294\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01294","actor":"rep_11","timestamp":"2026-01-23T08:30:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01294:02","content":"notes reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01294","actor":"rep_11","timestamp":"2026-01-23T08:32:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01294:03","content":"commitments extracted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01294","actor":"rep_11","timestamp":"2026-01-23T09:04:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01294:04","content":"email drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01294","actor":"rep_11","timestamp":"2026-01-23T08:45:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01294:05","content":"owners confirmed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01294","actor":"rep_11","timestamp":"2026-01-23T09:20:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01294:06","content":"email sent recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01294","actor":"rep_11","timestamp":"2026-01-23T08:48:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01294:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01294)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01294\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":110,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01294\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01295","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-02-19T13:12:00.000Z","closed_at":"2026-02-19T13:40:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($243k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01295","actor":"rep_37","timestamp":"2026-02-19T13:12:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01295:00","content":"Operational trigger received from gmail for Acme Health Systems ($243k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":243,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$243k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01295","actor":"rep_37","timestamp":"2026-02-19T13:20:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01295:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01295\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":245,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01295/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01295\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01295","actor":"rep_37","timestamp":"2026-02-19T13:26:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01295:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01295","actor":"rep_37","timestamp":"2026-02-19T13:21:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01295:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01295","actor":"rep_37","timestamp":"2026-02-19T13:52:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01295:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01295","actor":"rep_37","timestamp":"2026-02-19T13:32:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01295:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01295","actor":"rep_37","timestamp":"2026-02-19T13:36:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01295:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01295","actor":"rep_37","timestamp":"2026-02-19T13:40:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01295:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01295)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01295\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":135,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01295\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01296","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-02-17T18:34:00.000Z","closed_at":"2026-02-17T19:51:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($147k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01296","actor":"rep_20","timestamp":"2026-02-17T18:34:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01296:00","content":"Operational trigger received from gmail for Sentinel Networks ($147k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$147k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01296","actor":"rep_20","timestamp":"2026-02-17T18:38:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01296:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01296\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":162,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01296/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01296\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01296","actor":"rep_20","timestamp":"2026-02-17T18:56:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01296:02","content":"notes reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01296","actor":"rep_20","timestamp":"2026-02-17T19:01:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01296:03","content":"commitments extracted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01296","actor":"rep_20","timestamp":"2026-02-17T19:02:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01296:04","content":"email drafted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01296","actor":"rep_20","timestamp":"2026-02-17T19:29:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01296:05","content":"owners confirmed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01296","actor":"rep_20","timestamp":"2026-02-17T19:28:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01296:06","content":"email sent recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01296","actor":"rep_20","timestamp":"2026-02-17T19:51:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01296:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01296)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01296\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":133,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01296\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01297","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-01-09T19:57:00.000Z","closed_at":"2026-01-09T20:32:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($174k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01297","actor":"rep_06","timestamp":"2026-01-09T19:57:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01297:00","content":"Operational trigger received from gmail for Meridian Logistics ($174k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01297","actor":"rep_06","timestamp":"2026-01-09T20:04:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01297:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01297\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":182,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01297/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01297\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01297","actor":"rep_06","timestamp":"2026-01-09T20:13:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01297:02","content":"notes reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01297","actor":"rep_06","timestamp":"2026-01-09T20:24:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01297:03","content":"commitments extracted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01297","actor":"rep_06","timestamp":"2026-01-09T20:25:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01297:04","content":"email drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.96,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01297","actor":"rep_06","timestamp":"2026-01-09T20:12:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01297:05","content":"owners confirmed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01297","actor":"rep_06","timestamp":"2026-01-09T20:27:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01297:06","content":"email sent recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01297","actor":"rep_06","timestamp":"2026-01-09T20:32:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01297:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01297)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01297\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01297\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01298","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vanguard Financial","opened_at":"2026-01-09T10:59:00.000Z","closed_at":"2026-01-09T11:34:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($132k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01298","actor":"rep_25","timestamp":"2026-01-09T10:59:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01298:00","content":"Operational trigger received from gmail for Vanguard Financial ($132k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$132k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01298","actor":"rep_25","timestamp":"2026-01-09T11:04:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01298:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01298\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":293,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01298/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01298\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01298","actor":"rep_25","timestamp":"2026-01-09T11:11:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01298:02","content":"notes reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01298","actor":"rep_25","timestamp":"2026-01-09T11:14:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01298:03","content":"commitments extracted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01298","actor":"rep_25","timestamp":"2026-01-09T11:27:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01298:04","content":"email drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01298","actor":"rep_25","timestamp":"2026-01-09T11:19:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01298:05","content":"owners confirmed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01298","actor":"rep_25","timestamp":"2026-01-09T11:59:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01298:06","content":"email sent recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01298","actor":"rep_25","timestamp":"2026-01-09T11:34:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01298:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01298)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01298\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":125,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01298\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01299","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-01-04T22:41:00.000Z","closed_at":"2026-01-04T23:30:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($177k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01299","actor":"rep_20","timestamp":"2026-01-04T22:41:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01299:00","content":"Operational trigger received from gmail for FinTech Global ($177k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":276,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01299","actor":"rep_20","timestamp":"2026-01-04T22:50:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01299:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01299\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":346,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01299/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01299\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01299","actor":"rep_20","timestamp":"2026-01-04T22:53:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01299:02","content":"notes reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01299","actor":"rep_20","timestamp":"2026-01-04T23:08:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01299:03","content":"commitments extracted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01299","actor":"rep_20","timestamp":"2026-01-04T23:01:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01299:04","content":"email drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01299","actor":"rep_20","timestamp":"2026-01-04T23:16:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01299:05","content":"owners confirmed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01299","actor":"rep_20","timestamp":"2026-01-04T23:23:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01299:06","content":"email sent recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01299","actor":"rep_20","timestamp":"2026-01-04T23:30:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01299:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01299)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01299\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":188,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01299\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01300","actor":"rep_20","actor_name":"Maya Patel","company":"Nexus AI","opened_at":"2026-02-01T10:31:00.000Z","closed_at":"2026-02-01T11:41:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($243k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01300","actor":"rep_20","timestamp":"2026-02-01T10:31:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01300:00","content":"Operational trigger received from gmail for Nexus AI ($243k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$243k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01300","actor":"rep_20","timestamp":"2026-02-01T10:34:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01300:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01300\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":156,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01300/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01300\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01300","actor":"rep_20","timestamp":"2026-02-01T10:53:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01300:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01300","actor":"rep_20","timestamp":"2026-02-01T11:04:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01300:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01300","actor":"rep_20","timestamp":"2026-02-01T11:11:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01300:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.96,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01300","actor":"rep_20","timestamp":"2026-02-01T10:46:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01300:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01300","actor":"rep_20","timestamp":"2026-02-01T10:49:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01300:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01300","actor":"rep_20","timestamp":"2026-02-01T11:41:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01300:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01300)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01300\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":90,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01300\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01301","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vanguard Financial","opened_at":"2026-02-20T23:10:00.000Z","closed_at":"2026-02-20T23:52:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($420k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01301","actor":"rep_25","timestamp":"2026-02-20T23:10:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01301:00","content":"Operational trigger received from gmail for Vanguard Financial ($420k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$420k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01301","actor":"rep_25","timestamp":"2026-02-20T23:16:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01301:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01301\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":331,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01301/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01301\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01301","actor":"rep_25","timestamp":"2026-02-20T23:18:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01301:02","content":"notes reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01301","actor":"rep_25","timestamp":"2026-02-20T23:40:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01301:03","content":"commitments extracted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01301","actor":"rep_25","timestamp":"2026-02-20T23:26:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01301:04","content":"email drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01301","actor":"rep_25","timestamp":"2026-02-20T23:25:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01301:05","content":"owners confirmed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01301","actor":"rep_25","timestamp":"2026-02-20T23:28:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01301:06","content":"email sent recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01301","actor":"rep_25","timestamp":"2026-02-20T23:52:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01301:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01301)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01301\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01301\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01302","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-02-06T09:19:00.000Z","closed_at":"2026-02-06T10:36:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($74k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01302","actor":"rep_32","timestamp":"2026-02-06T09:19:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01302:00","content":"Operational trigger received from gmail for Pinnacle Media ($74k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$74k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01302","actor":"rep_32","timestamp":"2026-02-06T09:29:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01302:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01302\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":126,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01302/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01302\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01302","actor":"rep_32","timestamp":"2026-02-06T09:33:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01302:02","content":"notes reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01302","actor":"rep_32","timestamp":"2026-02-06T09:52:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01302:03","content":"commitments extracted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01302","actor":"rep_32","timestamp":"2026-02-06T10:03:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01302:04","content":"email drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01302","actor":"rep_32","timestamp":"2026-02-06T10:09:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01302:05","content":"owners confirmed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01302","actor":"rep_32","timestamp":"2026-02-06T10:07:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01302:06","content":"email sent recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01302","actor":"rep_32","timestamp":"2026-02-06T10:36:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01302:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01302)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01302\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":230,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01302\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01303","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-03-15T20:35:00.000Z","closed_at":"2026-03-15T21:24:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($254k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01303","actor":"rep_01","timestamp":"2026-03-15T20:35:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01303:00","content":"Operational trigger received from gmail for Vertex Cyber ($254k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":271,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$254k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01303","actor":"rep_01","timestamp":"2026-03-15T20:45:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01303:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01303\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":253,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01303/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01303\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01303","actor":"rep_01","timestamp":"2026-03-15T20:47:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01303:02","content":"notes reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01303","actor":"rep_01","timestamp":"2026-03-15T20:59:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01303:03","content":"commitments extracted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01303","actor":"rep_01","timestamp":"2026-03-15T21:11:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01303:04","content":"email drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01303","actor":"rep_01","timestamp":"2026-03-15T21:25:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01303:05","content":"owners confirmed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01303","actor":"rep_01","timestamp":"2026-03-15T20:59:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01303:06","content":"email sent recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.95,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01303","actor":"rep_01","timestamp":"2026-03-15T21:24:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01303:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01303)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01303\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":152,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01303\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01304","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-03-20T22:22:00.000Z","closed_at":"2026-03-20T23:25:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($122k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01304","actor":"rep_01","timestamp":"2026-03-20T22:22:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01304:00","content":"Operational trigger received from gmail for Nexus AI ($122k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$122k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01304","actor":"rep_01","timestamp":"2026-03-20T22:30:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01304:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01304\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":161,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01304/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01304\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01304","actor":"rep_01","timestamp":"2026-03-20T22:28:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01304:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01304","actor":"rep_01","timestamp":"2026-03-20T22:49:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01304:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01304","actor":"rep_01","timestamp":"2026-03-20T23:06:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01304:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01304","actor":"rep_01","timestamp":"2026-03-20T23:12:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01304:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01304","actor":"rep_01","timestamp":"2026-03-20T23:22:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01304:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01304","actor":"rep_01","timestamp":"2026-03-20T23:25:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01304:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01304)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01304\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":282,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01304\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01305","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-03-10T11:55:00.000Z","closed_at":"2026-03-10T12:58:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($126k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01305","actor":"rep_06","timestamp":"2026-03-10T11:55:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01305:00","content":"Operational trigger received from gmail for Catalyst Software ($126k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":105,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$126k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01305","actor":"rep_06","timestamp":"2026-03-10T11:58:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01305:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01305\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":205,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01305/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01305\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01305","actor":"rep_06","timestamp":"2026-03-10T12:09:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01305:02","content":"notes reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01305","actor":"rep_06","timestamp":"2026-03-10T12:16:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01305:03","content":"commitments extracted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01305","actor":"rep_06","timestamp":"2026-03-10T12:39:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01305:04","content":"email drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01305","actor":"rep_06","timestamp":"2026-03-10T12:30:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01305:05","content":"owners confirmed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01305","actor":"rep_06","timestamp":"2026-03-10T12:49:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01305:06","content":"email sent recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.96,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01305","actor":"rep_06","timestamp":"2026-03-10T12:58:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01305:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01305)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01305\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":200,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01305\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01306","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-01-19T18:54:00.000Z","closed_at":"2026-01-19T19:43:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($413k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01306","actor":"rep_01","timestamp":"2026-01-19T18:54:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01306:00","content":"Operational trigger received from gmail for Nexus AI ($413k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01306","actor":"rep_01","timestamp":"2026-01-19T19:02:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01306:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01306\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":238,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01306/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01306\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01306","actor":"rep_01","timestamp":"2026-01-19T19:08:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01306:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01306","actor":"rep_01","timestamp":"2026-01-19T19:21:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01306:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01306","actor":"rep_01","timestamp":"2026-01-19T19:30:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01306:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01306","actor":"rep_01","timestamp":"2026-01-19T19:14:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01306:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01306","actor":"rep_01","timestamp":"2026-01-19T19:18:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01306:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01306","actor":"rep_01","timestamp":"2026-01-19T19:43:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01306:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01306)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01306\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":90,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01306\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01307","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-01-30T23:04:00.000Z","closed_at":"2026-01-31T00:21:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($56k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01307","actor":"rep_06","timestamp":"2026-01-30T23:04:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01307:00","content":"Operational trigger received from gmail for Apex Retail Group ($56k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":253,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$56k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01307","actor":"rep_06","timestamp":"2026-01-30T23:11:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01307:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01307\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":354,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01307/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01307\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01307","actor":"rep_06","timestamp":"2026-01-30T23:10:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01307:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01307","actor":"rep_06","timestamp":"2026-01-30T23:28:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01307:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01307","actor":"rep_06","timestamp":"2026-01-30T23:20:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01307:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01307","actor":"rep_06","timestamp":"2026-01-30T23:44:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01307:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01307","actor":"rep_06","timestamp":"2026-01-30T23:34:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01307:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.95,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01307","actor":"rep_06","timestamp":"2026-01-31T00:21:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01307:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01307)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01307\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01307\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01308","actor":"rep_31","actor_name":"Aisha Taylor","company":"Apex Retail Group","opened_at":"2026-02-10T22:11:00.000Z","closed_at":"2026-02-10T22:39:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($167k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01308","actor":"rep_31","timestamp":"2026-02-10T22:11:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01308:00","content":"Operational trigger received from gmail for Apex Retail Group ($167k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":189,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$167k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01308","actor":"rep_31","timestamp":"2026-02-10T22:20:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01308:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01308\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":196,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01308/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01308\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01308","actor":"rep_31","timestamp":"2026-02-10T22:25:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01308:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01308","actor":"rep_31","timestamp":"2026-02-10T22:29:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01308:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01308","actor":"rep_31","timestamp":"2026-02-10T22:31:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01308:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01308","actor":"rep_31","timestamp":"2026-02-10T22:51:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01308:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01308","actor":"rep_31","timestamp":"2026-02-10T22:59:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01308:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01308","actor":"rep_31","timestamp":"2026-02-10T22:39:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01308:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01308)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01308\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01308\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01309","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-03-15T02:46:00.000Z","closed_at":"2026-03-15T03:07:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($90k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01309","actor":"rep_09","timestamp":"2026-03-15T02:46:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01309:00","content":"Operational trigger received from gmail for NovaBio Labs ($90k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$90k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01309","actor":"rep_09","timestamp":"2026-03-15T02:50:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01309:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at NovaBio Labs","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01309\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":202,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01309/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01309\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01309","actor":"rep_09","timestamp":"2026-03-15T02:58:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01309:02","content":"notes reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01309","actor":"rep_09","timestamp":"2026-03-15T03:07:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01309:03","content":"commitments extracted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01309","actor":"rep_09","timestamp":"2026-03-15T03:18:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01309:04","content":"email drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01309","actor":"rep_09","timestamp":"2026-03-15T03:11:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01309:05","content":"owners confirmed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01309","actor":"rep_09","timestamp":"2026-03-15T03:34:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01309:06","content":"email sent recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"email_sent","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01309","actor":"rep_09","timestamp":"2026-03-15T03:07:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01309:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01309)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01309\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":212,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01309\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01310","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-02-21T17:44:00.000Z","closed_at":"2026-02-21T18:33:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($399k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01310","actor":"rep_20","timestamp":"2026-02-21T17:44:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01310:00","content":"Operational trigger received from gmail for Catalyst Software ($399k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":237,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$399k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01310","actor":"rep_20","timestamp":"2026-02-21T17:53:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01310:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01310\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":242,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01310/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01310\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01310","actor":"rep_20","timestamp":"2026-02-21T17:52:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01310:02","content":"notes reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01310","actor":"rep_20","timestamp":"2026-02-21T18:17:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01310:03","content":"commitments extracted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01310","actor":"rep_20","timestamp":"2026-02-21T18:08:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01310:04","content":"email drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01310","actor":"rep_20","timestamp":"2026-02-21T18:14:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01310:05","content":"owners confirmed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01310","actor":"rep_20","timestamp":"2026-02-21T18:26:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01310:06","content":"email sent recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01310","actor":"rep_20","timestamp":"2026-02-21T18:33:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01310:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01310)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01310\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01310\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01311","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-03-24T13:57:00.000Z","closed_at":"2026-03-24T14:53:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($89k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01311","actor":"rep_32","timestamp":"2026-03-24T13:57:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01311:00","content":"Operational trigger received from gmail for Meridian Logistics ($89k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":259,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$89k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01311","actor":"rep_32","timestamp":"2026-03-24T14:05:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01311:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01311\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":141,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01311/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01311\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01311","actor":"rep_32","timestamp":"2026-03-24T14:05:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01311:02","content":"notes reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01311","actor":"rep_32","timestamp":"2026-03-24T14:24:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01311:03","content":"commitments extracted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01311","actor":"rep_32","timestamp":"2026-03-24T14:21:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01311:04","content":"email drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01311","actor":"rep_32","timestamp":"2026-03-24T14:22:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01311:05","content":"owners confirmed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01311","actor":"rep_32","timestamp":"2026-03-24T14:57:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01311:06","content":"email sent recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01311","actor":"rep_32","timestamp":"2026-03-24T14:53:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01311:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01311)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01311\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":246,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01311\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01312","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-01-25T10:53:00.000Z","closed_at":"2026-01-25T12:03:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($97k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01312","actor":"rep_06","timestamp":"2026-01-25T10:53:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01312:00","content":"Operational trigger received from gmail for Pinnacle Media ($97k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":190,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$97k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01312","actor":"rep_06","timestamp":"2026-01-25T10:58:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01312:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01312\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":189,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01312/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01312\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01312","actor":"rep_06","timestamp":"2026-01-25T11:15:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01312:02","content":"notes reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01312","actor":"rep_06","timestamp":"2026-01-25T11:02:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01312:03","content":"commitments extracted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01312","actor":"rep_06","timestamp":"2026-01-25T11:05:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01312:04","content":"email drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01312","actor":"rep_06","timestamp":"2026-01-25T11:33:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01312:05","content":"owners confirmed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01312","actor":"rep_06","timestamp":"2026-01-25T11:17:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01312:06","content":"email sent recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01312","actor":"rep_06","timestamp":"2026-01-25T12:03:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01312:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01312)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01312\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":152,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01312\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01313","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-02-09T04:18:00.000Z","closed_at":"2026-02-09T05:14:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($455k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01313","actor":"rep_31","timestamp":"2026-02-09T04:18:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01313:00","content":"Operational trigger received from gmail for Pinnacle Media ($455k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":60,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$455k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01313","actor":"rep_31","timestamp":"2026-02-09T04:23:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01313:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01313\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":327,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01313/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01313\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01313","actor":"rep_31","timestamp":"2026-02-09T04:36:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01313:02","content":"notes reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01313","actor":"rep_31","timestamp":"2026-02-09T04:42:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01313:03","content":"commitments extracted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01313","actor":"rep_31","timestamp":"2026-02-09T04:50:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01313:04","content":"email drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01313","actor":"rep_31","timestamp":"2026-02-09T04:48:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01313:05","content":"owners confirmed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01313","actor":"rep_31","timestamp":"2026-02-09T05:18:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01313:06","content":"email sent recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.88,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01313","actor":"rep_31","timestamp":"2026-02-09T05:14:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01313:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01313)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01313\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":188,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01313\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01314","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-01-12T00:04:00.000Z","closed_at":"2026-01-12T00:39:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($413k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01314","actor":"rep_32","timestamp":"2026-01-12T00:04:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01314:00","content":"Operational trigger received from gmail for Pinnacle Media ($413k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":149,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01314","actor":"rep_32","timestamp":"2026-01-12T00:09:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01314:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01314\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":297,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01314/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01314\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01314","actor":"rep_32","timestamp":"2026-01-12T00:22:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01314:02","content":"notes reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01314","actor":"rep_32","timestamp":"2026-01-12T00:13:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01314:03","content":"commitments extracted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01314","actor":"rep_32","timestamp":"2026-01-12T00:32:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01314:04","content":"email drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01314","actor":"rep_32","timestamp":"2026-01-12T00:44:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01314:05","content":"owners confirmed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01314","actor":"rep_32","timestamp":"2026-01-12T00:52:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01314:06","content":"email sent recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01314","actor":"rep_32","timestamp":"2026-01-12T00:39:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01314:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01314)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01314\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01314\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01315","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-03-30T17:26:00.000Z","closed_at":"2026-03-30T17:54:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($415k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01315","actor":"rep_19","timestamp":"2026-03-30T17:26:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01315:00","content":"Operational trigger received from gmail for Aura Therapeutics ($415k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$415k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01315","actor":"rep_19","timestamp":"2026-03-30T17:35:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01315:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01315\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":194,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01315/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01315\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01315","actor":"rep_19","timestamp":"2026-03-30T17:48:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01315:02","content":"notes reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01315","actor":"rep_19","timestamp":"2026-03-30T17:44:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01315:03","content":"commitments extracted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01315","actor":"rep_19","timestamp":"2026-03-30T17:54:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01315:04","content":"email drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01315","actor":"rep_19","timestamp":"2026-03-30T18:21:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01315:05","content":"owners confirmed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01315","actor":"rep_19","timestamp":"2026-03-30T18:02:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01315:06","content":"email sent recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01315","actor":"rep_19","timestamp":"2026-03-30T17:54:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01315:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01315)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01315\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":99,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01315\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01316","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-03-18T22:14:00.000Z","closed_at":"2026-03-18T22:35:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($107k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01316","actor":"rep_11","timestamp":"2026-03-18T22:14:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01316:00","content":"Operational trigger received from gmail for OmniChannel Inc ($107k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$107k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01316","actor":"rep_11","timestamp":"2026-03-18T22:25:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01316:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01316\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":357,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01316/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01316\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01316","actor":"rep_11","timestamp":"2026-03-18T22:24:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01316:02","content":"notes reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01316","actor":"rep_11","timestamp":"2026-03-18T22:44:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01316:03","content":"commitments extracted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01316","actor":"rep_11","timestamp":"2026-03-18T22:46:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01316:04","content":"email drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01316","actor":"rep_11","timestamp":"2026-03-18T22:54:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01316:05","content":"owners confirmed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01316","actor":"rep_11","timestamp":"2026-03-18T23:14:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01316:06","content":"email sent recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01316","actor":"rep_11","timestamp":"2026-03-18T22:35:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01316:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01316)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01316\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":240,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01316\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01317","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-02-05T16:45:00.000Z","closed_at":"2026-02-05T17:48:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($336k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01317","actor":"rep_19","timestamp":"2026-02-05T16:45:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01317:00","content":"Operational trigger received from gmail for Acme Health Systems ($336k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":61,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$336k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01317","actor":"rep_19","timestamp":"2026-02-05T16:55:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01317:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01317\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":349,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01317/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01317\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01317","actor":"rep_19","timestamp":"2026-02-05T16:57:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01317:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01317","actor":"rep_19","timestamp":"2026-02-05T17:00:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01317:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01317","actor":"rep_19","timestamp":"2026-02-05T17:13:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01317:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01317","actor":"rep_19","timestamp":"2026-02-05T17:20:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01317:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01317","actor":"rep_19","timestamp":"2026-02-05T17:45:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01317:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.95,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01317","actor":"rep_19","timestamp":"2026-02-05T17:48:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01317:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01317)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01317\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":71,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01317\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01318","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-03-02T14:46:00.000Z","closed_at":"2026-03-02T15:56:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($337k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01318","actor":"rep_01","timestamp":"2026-03-02T14:46:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01318:00","content":"Operational trigger received from gmail for FinTech Global ($337k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":114,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$337k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01318","actor":"rep_01","timestamp":"2026-03-02T14:53:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01318:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.89,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01318\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":250,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01318/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01318\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01318","actor":"rep_01","timestamp":"2026-03-02T14:56:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01318:02","content":"notes reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01318","actor":"rep_01","timestamp":"2026-03-02T15:10:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01318:03","content":"commitments extracted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01318","actor":"rep_01","timestamp":"2026-03-02T15:10:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01318:04","content":"email drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01318","actor":"rep_01","timestamp":"2026-03-02T15:11:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01318:05","content":"owners confirmed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01318","actor":"rep_01","timestamp":"2026-03-02T15:40:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01318:06","content":"email sent recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01318","actor":"rep_01","timestamp":"2026-03-02T15:56:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01318:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01318)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01318\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01318\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01319","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-02-20T09:15:00.000Z","closed_at":"2026-02-20T10:11:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($196k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01319","actor":"rep_11","timestamp":"2026-02-20T09:15:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01319:00","content":"Operational trigger received from gmail for Catalyst Software ($196k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":156,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$196k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01319","actor":"rep_11","timestamp":"2026-02-20T09:25:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01319:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01319\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":324,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01319/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01319\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01319","actor":"rep_11","timestamp":"2026-02-20T09:35:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01319:02","content":"notes reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01319","actor":"rep_11","timestamp":"2026-02-20T09:36:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01319:03","content":"commitments extracted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01319","actor":"rep_11","timestamp":"2026-02-20T09:27:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01319:04","content":"email drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01319","actor":"rep_11","timestamp":"2026-02-20T10:00:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01319:05","content":"owners confirmed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01319","actor":"rep_11","timestamp":"2026-02-20T10:21:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01319:06","content":"email sent recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01319","actor":"rep_11","timestamp":"2026-02-20T10:11:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01319:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01319)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01319\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":67,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01319\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01320","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-03-17T17:21:00.000Z","closed_at":"2026-03-17T18:17:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($435k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01320","actor":"rep_32","timestamp":"2026-03-17T17:21:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01320:00","content":"Operational trigger received from gmail for Nexus AI ($435k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":86,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$435k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01320","actor":"rep_32","timestamp":"2026-03-17T17:28:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01320:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Nexus AI","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01320\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":299,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01320/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01320\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01320","actor":"rep_32","timestamp":"2026-03-17T17:33:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01320:02","content":"notes reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01320","actor":"rep_32","timestamp":"2026-03-17T17:42:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01320:03","content":"commitments extracted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01320","actor":"rep_32","timestamp":"2026-03-17T17:57:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01320:04","content":"email drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01320","actor":"rep_32","timestamp":"2026-03-17T17:51:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01320:05","content":"owners confirmed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01320","actor":"rep_32","timestamp":"2026-03-17T17:51:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01320:06","content":"email sent recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"message","confidence":0.95,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"email_sent","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01320","actor":"rep_32","timestamp":"2026-03-17T18:17:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01320:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01320)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01320\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":163,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01320\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01321","actor":"rep_19","actor_name":"James Wilson","company":"Vertex Cyber","opened_at":"2026-03-10T20:43:00.000Z","closed_at":"2026-03-10T21:25:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($177k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01321","actor":"rep_19","timestamp":"2026-03-10T20:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01321:00","content":"Operational trigger received from gmail for Vertex Cyber ($177k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01321","actor":"rep_19","timestamp":"2026-03-10T20:50:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01321:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.88,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01321\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":215,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01321/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01321\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01321","actor":"rep_19","timestamp":"2026-03-10T20:57:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01321:02","content":"notes reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01321","actor":"rep_19","timestamp":"2026-03-10T21:07:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01321:03","content":"commitments extracted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01321","actor":"rep_19","timestamp":"2026-03-10T21:19:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01321:04","content":"email drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01321","actor":"rep_19","timestamp":"2026-03-10T21:13:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01321:05","content":"owners confirmed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01321","actor":"rep_19","timestamp":"2026-03-10T21:31:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01321:06","content":"email sent recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01321","actor":"rep_19","timestamp":"2026-03-10T21:25:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01321:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01321)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01321\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":241,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01321\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01322","actor":"rep_06","actor_name":"Marcus Vance","company":"Vanguard Financial","opened_at":"2026-03-17T12:43:00.000Z","closed_at":"2026-03-17T13:25:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($120k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01322","actor":"rep_06","timestamp":"2026-03-17T12:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01322:00","content":"Operational trigger received from gmail for Vanguard Financial ($120k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":119,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$120k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01322","actor":"rep_06","timestamp":"2026-03-17T12:50:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01322:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.85,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01322\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":194,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01322/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01322\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01322","actor":"rep_06","timestamp":"2026-03-17T12:49:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01322:02","content":"notes reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01322","actor":"rep_06","timestamp":"2026-03-17T13:13:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01322:03","content":"commitments extracted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01322","actor":"rep_06","timestamp":"2026-03-17T13:15:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01322:04","content":"email drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.95,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01322","actor":"rep_06","timestamp":"2026-03-17T13:18:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01322:05","content":"owners confirmed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01322","actor":"rep_06","timestamp":"2026-03-17T13:25:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01322:06","content":"email sent recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01322","actor":"rep_06","timestamp":"2026-03-17T13:25:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01322:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01322)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01322\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":283,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01322\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01323","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-03-05T17:21:00.000Z","closed_at":"2026-03-05T18:24:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($288k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01323","actor":"rep_19","timestamp":"2026-03-05T17:21:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01323:00","content":"Operational trigger received from gmail for Beacon Energy ($288k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":47,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$288k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01323","actor":"rep_19","timestamp":"2026-03-05T17:32:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01323:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Beacon Energy","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.86,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01323\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":277,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01323/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01323\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01323","actor":"rep_19","timestamp":"2026-03-05T17:33:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01323:02","content":"notes reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01323","actor":"rep_19","timestamp":"2026-03-05T17:36:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01323:03","content":"commitments extracted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01323","actor":"rep_19","timestamp":"2026-03-05T17:45:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01323:04","content":"email drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01323","actor":"rep_19","timestamp":"2026-03-05T17:36:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01323:05","content":"owners confirmed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01323","actor":"rep_19","timestamp":"2026-03-05T17:39:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01323:06","content":"email sent recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"email_sent","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01323","actor":"rep_19","timestamp":"2026-03-05T18:24:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01323:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01323)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01323\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01323\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01324","actor":"rep_25","actor_name":"Carlos Mendez","company":"Meridian Logistics","opened_at":"2026-02-14T01:35:00.000Z","closed_at":"2026-02-14T02:31:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($80k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01324","actor":"rep_25","timestamp":"2026-02-14T01:35:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01324:00","content":"Operational trigger received from gmail for Meridian Logistics ($80k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":269,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$80k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01324","actor":"rep_25","timestamp":"2026-02-14T01:39:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01324:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Meridian Logistics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.97,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01324\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":268,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01324/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01324\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01324","actor":"rep_25","timestamp":"2026-02-14T01:47:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01324:02","content":"notes reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01324","actor":"rep_25","timestamp":"2026-02-14T01:50:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01324:03","content":"commitments extracted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01324","actor":"rep_25","timestamp":"2026-02-14T01:59:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01324:04","content":"email drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01324","actor":"rep_25","timestamp":"2026-02-14T02:25:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01324:05","content":"owners confirmed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01324","actor":"rep_25","timestamp":"2026-02-14T01:59:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01324:06","content":"email sent recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01324","actor":"rep_25","timestamp":"2026-02-14T02:31:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01324:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01324)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01324\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":140,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01324\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01325","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-01-02T18:40:00.000Z","closed_at":"2026-01-02T19:57:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($317k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01325","actor":"rep_14","timestamp":"2026-01-02T18:40:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01325:00","content":"Operational trigger received from gmail for FinTech Global ($317k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$317k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01325","actor":"rep_14","timestamp":"2026-01-02T18:50:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01325:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.93,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01325\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":281,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01325/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01325\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01325","actor":"rep_14","timestamp":"2026-01-02T18:52:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01325:02","content":"notes reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01325","actor":"rep_14","timestamp":"2026-01-02T19:10:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01325:03","content":"commitments extracted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01325","actor":"rep_14","timestamp":"2026-01-02T18:52:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01325:04","content":"email drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01325","actor":"rep_14","timestamp":"2026-01-02T19:35:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01325:05","content":"owners confirmed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01325","actor":"rep_14","timestamp":"2026-01-02T19:40:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01325:06","content":"email sent recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01325","actor":"rep_14","timestamp":"2026-01-02T19:57:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01325:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01325)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01325\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01325\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01326","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-01-21T02:56:00.000Z","closed_at":"2026-01-21T03:17:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($240k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01326","actor":"rep_01","timestamp":"2026-01-21T02:56:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01326:00","content":"Operational trigger received from gmail for Vertex Cyber ($240k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":163,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$240k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01326","actor":"rep_01","timestamp":"2026-01-21T03:02:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01326:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vertex Cyber","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01326\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":162,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01326/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01326\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01326","actor":"rep_01","timestamp":"2026-01-21T03:02:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01326:02","content":"notes reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01326","actor":"rep_01","timestamp":"2026-01-21T03:20:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01326:03","content":"commitments extracted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01326","actor":"rep_01","timestamp":"2026-01-21T03:20:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01326:04","content":"email drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01326","actor":"rep_01","timestamp":"2026-01-21T03:11:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01326:05","content":"owners confirmed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01326","actor":"rep_01","timestamp":"2026-01-21T03:44:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01326:06","content":"email sent recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"message","confidence":0.9,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01326","actor":"rep_01","timestamp":"2026-01-21T03:17:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01326:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01326)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01326\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01326\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01327","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-03-02T16:25:00.000Z","closed_at":"2026-03-02T17:28:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($122k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01327","actor":"rep_19","timestamp":"2026-03-02T16:25:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01327:00","content":"Operational trigger received from gmail for Acme Health Systems ($122k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$122k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01327","actor":"rep_19","timestamp":"2026-03-02T16:31:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01327:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Acme Health Systems","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.96,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01327\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":350,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01327/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01327\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01327","actor":"rep_19","timestamp":"2026-03-02T16:41:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01327:02","content":"notes reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01327","actor":"rep_19","timestamp":"2026-03-02T16:49:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01327:03","content":"commitments extracted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01327","actor":"rep_19","timestamp":"2026-03-02T17:05:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01327:04","content":"email drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01327","actor":"rep_19","timestamp":"2026-03-02T16:50:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01327:05","content":"owners confirmed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01327","actor":"rep_19","timestamp":"2026-03-02T16:55:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01327:06","content":"email sent recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"email_sent","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01327","actor":"rep_19","timestamp":"2026-03-02T17:28:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01327:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01327)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01327\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01327\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01328","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-03-19T04:02:00.000Z","closed_at":"2026-03-19T05:05:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($248k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01328","actor":"rep_01","timestamp":"2026-03-19T04:02:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01328:00","content":"Operational trigger received from gmail for Aura Therapeutics ($248k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$248k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01328","actor":"rep_01","timestamp":"2026-03-19T04:10:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01328:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Aura Therapeutics","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01328\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":287,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01328/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01328\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01328","actor":"rep_01","timestamp":"2026-03-19T04:18:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01328:02","content":"notes reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01328","actor":"rep_01","timestamp":"2026-03-19T04:23:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01328:03","content":"commitments extracted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01328","actor":"rep_01","timestamp":"2026-03-19T04:26:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01328:04","content":"email drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.89,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01328","actor":"rep_01","timestamp":"2026-03-19T04:22:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01328:05","content":"owners confirmed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01328","actor":"rep_01","timestamp":"2026-03-19T05:02:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01328:06","content":"email sent recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"message","confidence":0.87,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"email_sent","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01328","actor":"rep_01","timestamp":"2026-03-19T05:05:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01328:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01328)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01328\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":201,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01328\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01329","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vanguard Financial","opened_at":"2026-03-07T09:26:00.000Z","closed_at":"2026-03-07T10:15:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($422k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01329","actor":"rep_31","timestamp":"2026-03-07T09:26:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01329:00","content":"Operational trigger received from gmail for Vanguard Financial ($422k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$422k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01329","actor":"rep_31","timestamp":"2026-03-07T09:34:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01329:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Vanguard Financial","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.9,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01329\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":321,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01329/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01329\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01329","actor":"rep_31","timestamp":"2026-03-07T09:46:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01329:02","content":"notes reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01329","actor":"rep_31","timestamp":"2026-03-07T09:59:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01329:03","content":"commitments extracted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01329","actor":"rep_31","timestamp":"2026-03-07T09:54:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01329:04","content":"email drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01329","actor":"rep_31","timestamp":"2026-03-07T10:16:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01329:05","content":"owners confirmed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01329","actor":"rep_31","timestamp":"2026-03-07T10:02:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01329:06","content":"email sent recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"email_sent","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01329","actor":"rep_31","timestamp":"2026-03-07T10:15:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01329:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01329)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01329\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":78,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01329\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01330","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-03-08T18:10:00.000Z","closed_at":"2026-03-08T19:06:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($235k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01330","actor":"rep_06","timestamp":"2026-03-08T18:10:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01330:00","content":"Operational trigger received from gmail for Pinnacle Media ($235k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":244,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$235k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01330","actor":"rep_06","timestamp":"2026-03-08T18:16:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01330:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Pinnacle Media","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.98,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01330\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":241,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01330/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01330\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01330","actor":"rep_06","timestamp":"2026-03-08T18:16:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01330:02","content":"notes reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01330","actor":"rep_06","timestamp":"2026-03-08T18:25:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01330:03","content":"commitments extracted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01330","actor":"rep_06","timestamp":"2026-03-08T18:54:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01330:04","content":"email drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.85,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01330","actor":"rep_06","timestamp":"2026-03-08T18:25:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01330:05","content":"owners confirmed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01330","actor":"rep_06","timestamp":"2026-03-08T18:52:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01330:06","content":"email sent recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"email_sent","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01330","actor":"rep_06","timestamp":"2026-03-08T19:06:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01330:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01330)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01330\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01330\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01331","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-03-01T03:10:00.000Z","closed_at":"2026-03-01T03:31:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($383k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01331","actor":"rep_32","timestamp":"2026-03-01T03:10:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01331:00","content":"Operational trigger received from gmail for FinTech Global ($383k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":258,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$383k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01331","actor":"rep_32","timestamp":"2026-03-01T03:13:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01331:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at FinTech Global","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.95,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01331\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":176,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01331/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01331\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01331","actor":"rep_32","timestamp":"2026-03-01T03:16:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01331:02","content":"notes reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01331","actor":"rep_32","timestamp":"2026-03-01T03:28:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01331:03","content":"commitments extracted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01331","actor":"rep_32","timestamp":"2026-03-01T03:30:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01331:04","content":"email drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01331","actor":"rep_32","timestamp":"2026-03-01T03:30:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01331:05","content":"owners confirmed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01331","actor":"rep_32","timestamp":"2026-03-01T04:10:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01331:06","content":"email sent recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"email_sent","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01331","actor":"rep_32","timestamp":"2026-03-01T03:31:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01331:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01331)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01331\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":127,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01331\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01332","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-03-25T01:09:00.000Z","closed_at":"2026-03-25T02:12:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($266k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01332","actor":"rep_25","timestamp":"2026-03-25T01:09:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01332:00","content":"Operational trigger received from gmail for Sentinel Networks ($266k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":98,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$266k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01332","actor":"rep_25","timestamp":"2026-03-25T01:16:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01332:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Sentinel Networks","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.99,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01332\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":248,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01332/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01332\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01332","actor":"rep_25","timestamp":"2026-03-25T01:15:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01332:02","content":"notes reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01332","actor":"rep_25","timestamp":"2026-03-25T01:27:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01332:03","content":"commitments extracted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01332","actor":"rep_25","timestamp":"2026-03-25T01:49:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01332:04","content":"email drafted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.91,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01332","actor":"rep_25","timestamp":"2026-03-25T01:39:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01332:05","content":"owners confirmed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01332","actor":"rep_25","timestamp":"2026-03-25T01:33:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01332:06","content":"email sent recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"message","confidence":0.93,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"email_sent","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01332","actor":"rep_25","timestamp":"2026-03-25T02:12:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01332:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01332)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01332\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":153,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01332\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01333","actor":"rep_32","actor_name":"Liam O'Connor","company":"Apex Retail Group","opened_at":"2026-02-21T21:19:00.000Z","closed_at":"2026-02-21T22:22:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($59k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01333","actor":"rep_32","timestamp":"2026-02-21T21:19:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01333:00","content":"Operational trigger received from gmail for Apex Retail Group ($59k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":62,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$59k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01333","actor":"rep_32","timestamp":"2026-02-21T21:29:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01333:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Apex Retail Group","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.94,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01333\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":207,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01333/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01333\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01333","actor":"rep_32","timestamp":"2026-02-21T21:39:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01333:02","content":"notes reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01333","actor":"rep_32","timestamp":"2026-02-21T21:52:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01333:03","content":"commitments extracted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01333","actor":"rep_32","timestamp":"2026-02-21T21:59:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01333:04","content":"email drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.98,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01333","actor":"rep_32","timestamp":"2026-02-21T21:49:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01333:05","content":"owners confirmed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01333","actor":"rep_32","timestamp":"2026-02-21T22:07:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01333:06","content":"email sent recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"message","confidence":0.86,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"email_sent","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01333","actor":"rep_32","timestamp":"2026-02-21T22:22:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01333:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01333)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01333\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":82,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01333\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01334","actor":"rep_14","actor_name":"Rachel Adams","company":"Catalyst Software","opened_at":"2026-01-14T04:56:00.000Z","closed_at":"2026-01-14T05:59:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($150k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01334","actor":"rep_14","timestamp":"2026-01-14T04:56:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01334:00","content":"Operational trigger received from gmail for Catalyst Software ($150k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":183,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$150k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01334","actor":"rep_14","timestamp":"2026-01-14T04:59:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01334:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at Catalyst Software","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.91,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01334\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":293,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01334/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01334\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01334","actor":"rep_14","timestamp":"2026-01-14T05:04:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01334:02","content":"notes reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01334","actor":"rep_14","timestamp":"2026-01-14T05:05:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01334:03","content":"commitments extracted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01334","actor":"rep_14","timestamp":"2026-01-14T05:20:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01334:04","content":"email drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.92,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01334","actor":"rep_14","timestamp":"2026-01-14T05:16:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01334:05","content":"owners confirmed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01334","actor":"rep_14","timestamp":"2026-01-14T05:32:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01334:06","content":"email sent recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"message","confidence":0.97,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"email_sent","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01334","actor":"rep_14","timestamp":"2026-01-14T05:59:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01334:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01334)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01334\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01334\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01335","actor":"rep_01","actor_name":"Sarah Chen","company":"OmniChannel Inc","opened_at":"2026-01-19T20:02:00.000Z","closed_at":"2026-01-19T21:05:00.000Z","source":"gmail","workflow_truth":"meeting_follow_up","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Draft and schedule a customer meeting follow-up","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($384k ARR)","information_consulted":["notes_reviewed"],"actions_taken":["meeting_completed","notes_reviewed","commitments_extracted","email_drafted","owners_confirmed","email_sent"],"decision_points":["send_or_review"],"constraints":["include each named owner","do not add unconfirmed commitments"],"final_output":"send_or_review","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01335","actor":"rep_01","timestamp":"2026-01-19T20:02:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01335:00","content":"Operational trigger received from gmail for OmniChannel Inc ($384k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":113,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$384k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01335","actor":"rep_01","timestamp":"2026-01-19T20:10:00.000Z","source":"gmail","event_type":"meeting_completed","object":"meeting:crm_01335:01","content":"Customer call completed: 45m Executive sync with VP Engineering & Procurement at OmniChannel Inc","tool":"gmail","arguments":{"object_type":"meeting","confidence":0.92,"tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01335\", recording_type=\"cloud_audio_transcript\")","http_status":200,"latency_ms":263,"raw_payload":"[00:12:45] Rep: \"We'll send over the SOC-2 Type II report.\"\n[00:13:02] VP Eng: \"Great, schedule the infosec review for next Tuesday.\"","attendees":["VP Engineering","Director of IT","Enterprise AE"],"duration_minutes":45,"recording_url":"zoom://crm_01335/rec"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"zoom.meetings.getTranscript(meeting_id=\"zoom_crm_01335\", recording_type=\"cloud_audio_transcript\")"}},{"episode_id":"crm_01335","actor":"rep_01","timestamp":"2026-01-19T20:22:00.000Z","source":"gmail","event_type":"notes_reviewed","object":"record:crm_01335:02","content":"notes reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"notes_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"notes_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"notes_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01335","actor":"rep_01","timestamp":"2026-01-19T20:23:00.000Z","source":"gmail","event_type":"commitments_extracted","object":"record:crm_01335:03","content":"commitments extracted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"commitments_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"commitments_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"commitments_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01335","actor":"rep_01","timestamp":"2026-01-19T20:34:00.000Z","source":"gmail","event_type":"email_drafted","object":"message:crm_01335:04","content":"email drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.94,"tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"email_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01335","actor":"rep_01","timestamp":"2026-01-19T20:22:00.000Z","source":"gmail","event_type":"owners_confirmed","object":"record:crm_01335:05","content":"owners confirmed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"owners_confirmed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owners_confirmed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owners_confirmed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01335","actor":"rep_01","timestamp":"2026-01-19T20:32:00.000Z","source":"gmail","event_type":"email_sent","object":"message:crm_01335:06","content":"email sent recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"message","confidence":0.96,"tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"email_sent\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"email_sent","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"email_sent\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01335","actor":"rep_01","timestamp":"2026-01-19T21:05:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01335:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01335)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01335\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":241,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01335\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01336","actor":"rep_09","actor_name":"Elena Rostova","company":"Nexus AI","opened_at":"2026-01-11T10:47:00.000Z","closed_at":"2026-01-11T11:57:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($246k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01336","actor":"rep_09","timestamp":"2026-01-11T10:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01336:00","content":"Operational trigger received from hubspot for Nexus AI ($246k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$246k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01336","actor":"rep_09","timestamp":"2026-01-11T10:58:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01336:01","content":"stalled deal flagged recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01336","actor":"rep_09","timestamp":"2026-01-11T11:03:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01336:02","content":"activity reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01336","actor":"rep_09","timestamp":"2026-01-11T11:08:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01336:03","content":"objection classified recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01336","actor":"rep_09","timestamp":"2026-01-11T11:27:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01336:04","content":"signal checked recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01336","actor":"rep_09","timestamp":"2026-01-11T11:32:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01336:05","content":"message drafted recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01336","actor":"rep_09","timestamp":"2026-01-11T11:11:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01336:06","content":"reengagement scheduled recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01336","actor":"rep_09","timestamp":"2026-01-11T11:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01336:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01336)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01336\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":163,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01336\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01337","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-01-24T03:26:00.000Z","closed_at":"2026-01-24T04:01:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($341k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01337","actor":"rep_19","timestamp":"2026-01-24T03:26:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01337:00","content":"Operational trigger received from hubspot for Pinnacle Media ($341k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":92,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$341k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01337","actor":"rep_19","timestamp":"2026-01-24T03:30:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01337:01","content":"stalled deal flagged recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01337","actor":"rep_19","timestamp":"2026-01-24T03:42:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01337:02","content":"activity reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01337","actor":"rep_19","timestamp":"2026-01-24T03:59:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01337:03","content":"objection classified recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01337","actor":"rep_19","timestamp":"2026-01-24T03:46:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01337:04","content":"signal checked recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01337","actor":"rep_19","timestamp":"2026-01-24T04:06:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01337:05","content":"message drafted recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01337","actor":"rep_19","timestamp":"2026-01-24T03:50:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01337:06","content":"reengagement scheduled recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01337","actor":"rep_19","timestamp":"2026-01-24T04:01:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01337:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01337)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01337\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":258,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01337\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01338","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-02-22T07:06:00.000Z","closed_at":"2026-02-22T08:09:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($228k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01338","actor":"rep_37","timestamp":"2026-02-22T07:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01338:00","content":"Operational trigger received from hubspot for Catalyst Software ($228k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":144,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$228k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01338","actor":"rep_37","timestamp":"2026-02-22T07:12:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01338:01","content":"stalled deal flagged recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01338","actor":"rep_37","timestamp":"2026-02-22T07:28:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01338:02","content":"activity reviewed recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01338","actor":"rep_37","timestamp":"2026-02-22T07:21:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01338:03","content":"objection classified recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01338","actor":"rep_37","timestamp":"2026-02-22T07:50:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01338:04","content":"signal checked recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01338","actor":"rep_37","timestamp":"2026-02-22T07:36:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01338:05","content":"message drafted recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01338","actor":"rep_37","timestamp":"2026-02-22T07:30:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01338:06","content":"reengagement scheduled recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01338","actor":"rep_37","timestamp":"2026-02-22T08:09:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01338:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01338)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01338\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":240,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01338\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01339","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-01-06T01:22:00.000Z","closed_at":"2026-01-06T01:57:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($107k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01339","actor":"rep_09","timestamp":"2026-01-06T01:22:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01339:00","content":"Operational trigger received from hubspot for Vanguard Financial ($107k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$107k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01339","actor":"rep_09","timestamp":"2026-01-06T01:30:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01339:01","content":"stalled deal flagged recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01339","actor":"rep_09","timestamp":"2026-01-06T01:38:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01339:02","content":"activity reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01339","actor":"rep_09","timestamp":"2026-01-06T01:31:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01339:03","content":"objection classified recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01339","actor":"rep_09","timestamp":"2026-01-06T02:02:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01339:04","content":"signal checked recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01339","actor":"rep_09","timestamp":"2026-01-06T01:52:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01339:05","content":"message drafted recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01339","actor":"rep_09","timestamp":"2026-01-06T01:46:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01339:06","content":"reengagement scheduled recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01339","actor":"rep_09","timestamp":"2026-01-06T01:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01339:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01339)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01339\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":120,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01339\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01340","actor":"rep_32","actor_name":"Liam O'Connor","company":"Apex Retail Group","opened_at":"2026-02-04T02:57:00.000Z","closed_at":"2026-02-04T03:53:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($148k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01340","actor":"rep_32","timestamp":"2026-02-04T02:57:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01340:00","content":"Operational trigger received from hubspot for Apex Retail Group ($148k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":73,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$148k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01340","actor":"rep_32","timestamp":"2026-02-04T03:06:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01340:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01340","actor":"rep_32","timestamp":"2026-02-04T03:09:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01340:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01340","actor":"rep_32","timestamp":"2026-02-04T03:21:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01340:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01340","actor":"rep_32","timestamp":"2026-02-04T03:21:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01340:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01340","actor":"rep_32","timestamp":"2026-02-04T03:37:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01340:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01340","actor":"rep_32","timestamp":"2026-02-04T03:45:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01340:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01340","actor":"rep_32","timestamp":"2026-02-04T03:53:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01340:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01340)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01340\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":217,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01340\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01341","actor":"rep_19","actor_name":"James Wilson","company":"FinTech Global","opened_at":"2026-02-03T19:30:00.000Z","closed_at":"2026-02-03T20:26:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($261k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01341","actor":"rep_19","timestamp":"2026-02-03T19:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01341:00","content":"Operational trigger received from hubspot for FinTech Global ($261k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":145,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$261k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01341","actor":"rep_19","timestamp":"2026-02-03T19:41:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01341:01","content":"stalled deal flagged recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01341","actor":"rep_19","timestamp":"2026-02-03T19:44:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01341:02","content":"activity reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01341","actor":"rep_19","timestamp":"2026-02-03T19:48:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01341:03","content":"objection classified recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01341","actor":"rep_19","timestamp":"2026-02-03T19:58:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01341:04","content":"signal checked recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"signal_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01341","actor":"rep_19","timestamp":"2026-02-03T19:45:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01341:05","content":"message drafted recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01341","actor":"rep_19","timestamp":"2026-02-03T20:06:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01341:06","content":"reengagement scheduled recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01341","actor":"rep_19","timestamp":"2026-02-03T20:26:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01341:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01341)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01341\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":72,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01341\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01342","actor":"rep_25","actor_name":"Carlos Mendez","company":"CloudScale Data","opened_at":"2026-03-24T09:33:00.000Z","closed_at":"2026-03-24T10:36:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($182k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01342","actor":"rep_25","timestamp":"2026-03-24T09:33:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01342:00","content":"Operational trigger received from hubspot for CloudScale Data ($182k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":121,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$182k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01342","actor":"rep_25","timestamp":"2026-03-24T09:37:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01342:01","content":"stalled deal flagged recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01342","actor":"rep_25","timestamp":"2026-03-24T09:53:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01342:02","content":"activity reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01342","actor":"rep_25","timestamp":"2026-03-24T10:00:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01342:03","content":"objection classified recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"objection_classified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01342","actor":"rep_25","timestamp":"2026-03-24T10:05:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01342:04","content":"signal checked recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"signal_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01342","actor":"rep_25","timestamp":"2026-03-24T10:28:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01342:05","content":"message drafted recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01342","actor":"rep_25","timestamp":"2026-03-24T10:03:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01342:06","content":"reengagement scheduled recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01342","actor":"rep_25","timestamp":"2026-03-24T10:36:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01342:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01342)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01342\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":179,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01342\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01343","actor":"rep_11","actor_name":"David Kim","company":"Aura Therapeutics","opened_at":"2026-02-06T17:37:00.000Z","closed_at":"2026-02-06T18:47:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($164k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01343","actor":"rep_11","timestamp":"2026-02-06T17:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01343:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($164k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$164k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01343","actor":"rep_11","timestamp":"2026-02-06T17:43:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01343:01","content":"stalled deal flagged recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01343","actor":"rep_11","timestamp":"2026-02-06T17:43:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01343:02","content":"activity reviewed recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01343","actor":"rep_11","timestamp":"2026-02-06T17:55:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01343:03","content":"objection classified recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01343","actor":"rep_11","timestamp":"2026-02-06T18:09:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01343:04","content":"signal checked recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01343","actor":"rep_11","timestamp":"2026-02-06T18:12:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01343:05","content":"message drafted recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01343","actor":"rep_11","timestamp":"2026-02-06T18:07:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01343:06","content":"reengagement scheduled recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01343","actor":"rep_11","timestamp":"2026-02-06T18:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01343:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01343)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01343\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":162,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01343\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01344","actor":"rep_31","actor_name":"Aisha Taylor","company":"Meridian Logistics","opened_at":"2026-03-15T08:54:00.000Z","closed_at":"2026-03-15T09:57:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($238k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01344","actor":"rep_31","timestamp":"2026-03-15T08:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01344:00","content":"Operational trigger received from hubspot for Meridian Logistics ($238k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":284,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$238k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01344","actor":"rep_31","timestamp":"2026-03-15T08:57:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01344:01","content":"stalled deal flagged recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01344","actor":"rep_31","timestamp":"2026-03-15T09:16:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01344:02","content":"activity reviewed recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01344","actor":"rep_31","timestamp":"2026-03-15T09:09:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01344:03","content":"objection classified recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01344","actor":"rep_31","timestamp":"2026-03-15T09:26:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01344:04","content":"signal checked recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01344","actor":"rep_31","timestamp":"2026-03-15T09:34:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01344:05","content":"message drafted recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01344","actor":"rep_31","timestamp":"2026-03-15T09:18:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01344:06","content":"reengagement scheduled recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01344","actor":"rep_31","timestamp":"2026-03-15T09:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01344:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01344)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01344\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":172,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01344\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01345","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-01-15T16:05:00.000Z","closed_at":"2026-01-15T16:26:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($96k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01345","actor":"rep_14","timestamp":"2026-01-15T16:05:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01345:00","content":"Operational trigger received from hubspot for Sentinel Networks ($96k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":226,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$96k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01345","actor":"rep_14","timestamp":"2026-01-15T16:16:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01345:01","content":"stalled deal flagged recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01345","actor":"rep_14","timestamp":"2026-01-15T16:11:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01345:02","content":"activity reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01345","actor":"rep_14","timestamp":"2026-01-15T16:29:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01345:03","content":"objection classified recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01345","actor":"rep_14","timestamp":"2026-01-15T16:21:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01345:04","content":"signal checked recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01345","actor":"rep_14","timestamp":"2026-01-15T16:35:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01345:05","content":"message drafted recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01345","actor":"rep_14","timestamp":"2026-01-15T16:41:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01345:06","content":"reengagement scheduled recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01345","actor":"rep_14","timestamp":"2026-01-15T16:26:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01345:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01345)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01345\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01345\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01346","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-01-10T06:18:00.000Z","closed_at":"2026-01-10T07:21:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($244k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01346","actor":"rep_01","timestamp":"2026-01-10T06:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01346:00","content":"Operational trigger received from hubspot for Stripe Technologies ($244k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":268,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$244k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01346","actor":"rep_01","timestamp":"2026-01-10T06:27:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01346:01","content":"stalled deal flagged recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01346","actor":"rep_01","timestamp":"2026-01-10T06:38:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01346:02","content":"activity reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01346","actor":"rep_01","timestamp":"2026-01-10T06:42:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01346:03","content":"objection classified recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01346","actor":"rep_01","timestamp":"2026-01-10T06:38:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01346:04","content":"signal checked recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01346","actor":"rep_01","timestamp":"2026-01-10T06:33:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01346:05","content":"message drafted recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01346","actor":"rep_01","timestamp":"2026-01-10T07:12:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01346:06","content":"reengagement scheduled recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01346","actor":"rep_01","timestamp":"2026-01-10T07:21:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01346:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01346)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01346\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01346\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01347","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-01-20T22:08:00.000Z","closed_at":"2026-01-20T22:29:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($162k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01347","actor":"rep_25","timestamp":"2026-01-20T22:08:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01347:00","content":"Operational trigger received from hubspot for NovaBio Labs ($162k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":134,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$162k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01347","actor":"rep_25","timestamp":"2026-01-20T22:12:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01347:01","content":"stalled deal flagged recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01347","actor":"rep_25","timestamp":"2026-01-20T22:22:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01347:02","content":"activity reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01347","actor":"rep_25","timestamp":"2026-01-20T22:35:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01347:03","content":"objection classified recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_classified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01347","actor":"rep_25","timestamp":"2026-01-20T22:28:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01347:04","content":"signal checked recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"signal_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01347","actor":"rep_25","timestamp":"2026-01-20T23:03:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01347:05","content":"message drafted recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01347","actor":"rep_25","timestamp":"2026-01-20T22:56:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01347:06","content":"reengagement scheduled recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01347","actor":"rep_25","timestamp":"2026-01-20T22:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01347:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01347)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01347\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":168,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01347\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01348","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-01-24T22:38:00.000Z","closed_at":"2026-01-24T23:20:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($78k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01348","actor":"rep_25","timestamp":"2026-01-24T22:38:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01348:00","content":"Operational trigger received from hubspot for Pinnacle Media ($78k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$78k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01348","actor":"rep_25","timestamp":"2026-01-24T22:44:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01348:01","content":"stalled deal flagged recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01348","actor":"rep_25","timestamp":"2026-01-24T22:52:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01348:02","content":"activity reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01348","actor":"rep_25","timestamp":"2026-01-24T22:47:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01348:03","content":"objection classified recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01348","actor":"rep_25","timestamp":"2026-01-24T23:18:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01348:04","content":"signal checked recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01348","actor":"rep_25","timestamp":"2026-01-24T23:18:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01348:05","content":"message drafted recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01348","actor":"rep_25","timestamp":"2026-01-24T23:26:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01348:06","content":"reengagement scheduled recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01348","actor":"rep_25","timestamp":"2026-01-24T23:20:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01348:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01348)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01348\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":175,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01348\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01349","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-02-22T16:51:00.000Z","closed_at":"2026-02-22T17:12:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($324k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01349","actor":"rep_11","timestamp":"2026-02-22T16:51:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01349:00","content":"Operational trigger received from hubspot for Vertex Cyber ($324k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":152,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$324k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01349","actor":"rep_11","timestamp":"2026-02-22T17:01:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01349:01","content":"stalled deal flagged recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01349","actor":"rep_11","timestamp":"2026-02-22T17:03:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01349:02","content":"activity reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01349","actor":"rep_11","timestamp":"2026-02-22T17:12:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01349:03","content":"objection classified recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01349","actor":"rep_11","timestamp":"2026-02-22T17:35:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01349:04","content":"signal checked recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01349","actor":"rep_11","timestamp":"2026-02-22T17:06:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01349:05","content":"message drafted recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01349","actor":"rep_11","timestamp":"2026-02-22T17:09:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01349:06","content":"reengagement scheduled recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01349","actor":"rep_11","timestamp":"2026-02-22T17:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01349:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01349)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01349\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":190,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01349\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01350","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-02-26T12:56:00.000Z","closed_at":"2026-02-26T13:59:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($257k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01350","actor":"rep_37","timestamp":"2026-02-26T12:56:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01350:00","content":"Operational trigger received from hubspot for Beacon Energy ($257k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$257k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01350","actor":"rep_37","timestamp":"2026-02-26T13:05:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01350:01","content":"stalled deal flagged recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01350","actor":"rep_37","timestamp":"2026-02-26T13:06:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01350:02","content":"activity reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01350","actor":"rep_37","timestamp":"2026-02-26T13:08:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01350:03","content":"objection classified recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01350","actor":"rep_37","timestamp":"2026-02-26T13:20:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01350:04","content":"signal checked recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01350","actor":"rep_37","timestamp":"2026-02-26T13:16:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01350:05","content":"message drafted recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01350","actor":"rep_37","timestamp":"2026-02-26T13:20:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01350:06","content":"reengagement scheduled recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01350","actor":"rep_37","timestamp":"2026-02-26T13:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01350:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01350)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01350\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":174,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01350\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01351","actor":"rep_14","actor_name":"Rachel Adams","company":"Vertex Cyber","opened_at":"2026-02-20T08:07:00.000Z","closed_at":"2026-02-20T08:28:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($385k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01351","actor":"rep_14","timestamp":"2026-02-20T08:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01351:00","content":"Operational trigger received from hubspot for Vertex Cyber ($385k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":194,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$385k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01351","actor":"rep_14","timestamp":"2026-02-20T08:15:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01351:01","content":"stalled deal flagged recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01351","actor":"rep_14","timestamp":"2026-02-20T08:21:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01351:02","content":"activity reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01351","actor":"rep_14","timestamp":"2026-02-20T08:22:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01351:03","content":"objection classified recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01351","actor":"rep_14","timestamp":"2026-02-20T08:51:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01351:04","content":"signal checked recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01351","actor":"rep_14","timestamp":"2026-02-20T08:27:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01351:05","content":"message drafted recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01351","actor":"rep_14","timestamp":"2026-02-20T08:37:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01351:06","content":"reengagement scheduled recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01351","actor":"rep_14","timestamp":"2026-02-20T08:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01351:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01351)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01351\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":243,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01351\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01352","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-01-11T11:31:00.000Z","closed_at":"2026-01-11T12:06:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($397k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01352","actor":"rep_25","timestamp":"2026-01-11T11:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01352:00","content":"Operational trigger received from hubspot for Pinnacle Media ($397k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":271,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$397k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01352","actor":"rep_25","timestamp":"2026-01-11T11:40:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01352:01","content":"stalled deal flagged recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01352","actor":"rep_25","timestamp":"2026-01-11T11:47:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01352:02","content":"activity reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01352","actor":"rep_25","timestamp":"2026-01-11T11:46:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01352:03","content":"objection classified recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01352","actor":"rep_25","timestamp":"2026-01-11T12:07:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01352:04","content":"signal checked recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01352","actor":"rep_25","timestamp":"2026-01-11T12:21:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01352:05","content":"message drafted recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01352","actor":"rep_25","timestamp":"2026-01-11T12:25:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01352:06","content":"reengagement scheduled recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01352","actor":"rep_25","timestamp":"2026-01-11T12:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01352:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01352)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01352\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01352\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01353","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-02-17T04:47:00.000Z","closed_at":"2026-02-17T05:29:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($189k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01353","actor":"rep_25","timestamp":"2026-02-17T04:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01353:00","content":"Operational trigger received from hubspot for Sentinel Networks ($189k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":197,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$189k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01353","actor":"rep_25","timestamp":"2026-02-17T04:57:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01353:01","content":"stalled deal flagged recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01353","actor":"rep_25","timestamp":"2026-02-17T05:03:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01353:02","content":"activity reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01353","actor":"rep_25","timestamp":"2026-02-17T05:05:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01353:03","content":"objection classified recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01353","actor":"rep_25","timestamp":"2026-02-17T05:11:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01353:04","content":"signal checked recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01353","actor":"rep_25","timestamp":"2026-02-17T05:12:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01353:05","content":"message drafted recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01353","actor":"rep_25","timestamp":"2026-02-17T05:53:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01353:06","content":"reengagement scheduled recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01353","actor":"rep_25","timestamp":"2026-02-17T05:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01353:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01353)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01353\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":78,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01353\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01354","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-03-18T22:50:00.000Z","closed_at":"2026-03-18T23:25:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($250k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01354","actor":"rep_19","timestamp":"2026-03-18T22:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01354:00","content":"Operational trigger received from hubspot for Stripe Technologies ($250k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":234,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$250k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01354","actor":"rep_19","timestamp":"2026-03-18T22:58:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01354:01","content":"stalled deal flagged recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01354","actor":"rep_19","timestamp":"2026-03-18T23:04:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01354:02","content":"activity reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01354","actor":"rep_19","timestamp":"2026-03-18T23:23:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01354:03","content":"objection classified recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01354","actor":"rep_19","timestamp":"2026-03-18T23:06:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01354:04","content":"signal checked recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01354","actor":"rep_19","timestamp":"2026-03-18T23:35:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01354:05","content":"message drafted recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01354","actor":"rep_19","timestamp":"2026-03-18T23:44:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01354:06","content":"reengagement scheduled recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01354","actor":"rep_19","timestamp":"2026-03-18T23:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01354:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01354)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01354\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01354\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01355","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-02-03T02:54:00.000Z","closed_at":"2026-02-03T03:36:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($192k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01355","actor":"rep_11","timestamp":"2026-02-03T02:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01355:00","content":"Operational trigger received from hubspot for Acme Health Systems ($192k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":251,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$192k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01355","actor":"rep_11","timestamp":"2026-02-03T03:01:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01355:01","content":"stalled deal flagged recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01355","actor":"rep_11","timestamp":"2026-02-03T03:10:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01355:02","content":"activity reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01355","actor":"rep_11","timestamp":"2026-02-03T03:21:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01355:03","content":"objection classified recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01355","actor":"rep_11","timestamp":"2026-02-03T03:38:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01355:04","content":"signal checked recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01355","actor":"rep_11","timestamp":"2026-02-03T03:24:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01355:05","content":"message drafted recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01355","actor":"rep_11","timestamp":"2026-02-03T03:54:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01355:06","content":"reengagement scheduled recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01355","actor":"rep_11","timestamp":"2026-02-03T03:36:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01355:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01355)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01355\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01355\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01356","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-03-03T08:37:00.000Z","closed_at":"2026-03-03T09:47:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($323k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01356","actor":"rep_06","timestamp":"2026-03-03T08:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01356:00","content":"Operational trigger received from hubspot for Apex Retail Group ($323k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":167,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$323k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01356","actor":"rep_06","timestamp":"2026-03-03T08:43:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01356:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01356","actor":"rep_06","timestamp":"2026-03-03T08:51:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01356:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01356","actor":"rep_06","timestamp":"2026-03-03T09:07:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01356:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01356","actor":"rep_06","timestamp":"2026-03-03T09:09:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01356:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01356","actor":"rep_06","timestamp":"2026-03-03T09:17:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01356:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01356","actor":"rep_06","timestamp":"2026-03-03T09:13:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01356:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01356","actor":"rep_06","timestamp":"2026-03-03T09:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01356:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01356)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01356\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":155,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01356\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01357","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-01-19T20:25:00.000Z","closed_at":"2026-01-19T20:46:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($49k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01357","actor":"rep_37","timestamp":"2026-01-19T20:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01357:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($49k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":156,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$49k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01357","actor":"rep_37","timestamp":"2026-01-19T20:31:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01357:01","content":"stalled deal flagged recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01357","actor":"rep_37","timestamp":"2026-01-19T20:31:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01357:02","content":"activity reviewed recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01357","actor":"rep_37","timestamp":"2026-01-19T20:40:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01357:03","content":"objection classified recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01357","actor":"rep_37","timestamp":"2026-01-19T21:01:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01357:04","content":"signal checked recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01357","actor":"rep_37","timestamp":"2026-01-19T21:05:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01357:05","content":"message drafted recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01357","actor":"rep_37","timestamp":"2026-01-19T20:55:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01357:06","content":"reengagement scheduled recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01357","actor":"rep_37","timestamp":"2026-01-19T20:46:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01357:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01357)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01357\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":114,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01357\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01358","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-02-22T14:09:00.000Z","closed_at":"2026-02-22T15:12:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($150k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01358","actor":"rep_25","timestamp":"2026-02-22T14:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01358:00","content":"Operational trigger received from hubspot for Apex Retail Group ($150k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":58,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$150k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01358","actor":"rep_25","timestamp":"2026-02-22T14:16:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01358:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01358","actor":"rep_25","timestamp":"2026-02-22T14:27:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01358:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01358","actor":"rep_25","timestamp":"2026-02-22T14:18:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01358:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01358","actor":"rep_25","timestamp":"2026-02-22T14:45:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01358:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01358","actor":"rep_25","timestamp":"2026-02-22T14:54:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01358:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01358","actor":"rep_25","timestamp":"2026-02-22T14:33:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01358:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01358","actor":"rep_25","timestamp":"2026-02-22T15:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01358:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01358)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01358\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":70,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01358\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01359","actor":"rep_09","actor_name":"Elena Rostova","company":"CloudScale Data","opened_at":"2026-03-03T17:23:00.000Z","closed_at":"2026-03-03T18:26:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($413k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01359","actor":"rep_09","timestamp":"2026-03-03T17:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01359:00","content":"Operational trigger received from hubspot for CloudScale Data ($413k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01359","actor":"rep_09","timestamp":"2026-03-03T17:34:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01359:01","content":"stalled deal flagged recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01359","actor":"rep_09","timestamp":"2026-03-03T17:29:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01359:02","content":"activity reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01359","actor":"rep_09","timestamp":"2026-03-03T17:32:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01359:03","content":"objection classified recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"objection_classified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01359","actor":"rep_09","timestamp":"2026-03-03T17:39:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01359:04","content":"signal checked recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"signal_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01359","actor":"rep_09","timestamp":"2026-03-03T17:43:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01359:05","content":"message drafted recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01359","actor":"rep_09","timestamp":"2026-03-03T18:11:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01359:06","content":"reengagement scheduled recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01359","actor":"rep_09","timestamp":"2026-03-03T18:26:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01359:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01359)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01359\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01359\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01360","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-01-12T10:27:00.000Z","closed_at":"2026-01-12T10:48:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($142k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01360","actor":"rep_09","timestamp":"2026-01-12T10:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01360:00","content":"Operational trigger received from hubspot for Stripe Technologies ($142k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$142k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01360","actor":"rep_09","timestamp":"2026-01-12T10:35:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01360:01","content":"stalled deal flagged recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01360","actor":"rep_09","timestamp":"2026-01-12T10:35:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01360:02","content":"activity reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01360","actor":"rep_09","timestamp":"2026-01-12T10:54:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01360:03","content":"objection classified recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01360","actor":"rep_09","timestamp":"2026-01-12T11:03:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01360:04","content":"signal checked recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01360","actor":"rep_09","timestamp":"2026-01-12T10:57:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01360:05","content":"message drafted recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01360","actor":"rep_09","timestamp":"2026-01-12T11:03:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01360:06","content":"reengagement scheduled recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01360","actor":"rep_09","timestamp":"2026-01-12T10:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01360:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01360)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01360\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":230,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01360\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01361","actor":"rep_32","actor_name":"Liam O'Connor","company":"NovaBio Labs","opened_at":"2026-01-26T19:24:00.000Z","closed_at":"2026-01-26T19:45:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($70k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01361","actor":"rep_32","timestamp":"2026-01-26T19:24:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01361:00","content":"Operational trigger received from hubspot for NovaBio Labs ($70k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":106,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$70k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01361","actor":"rep_32","timestamp":"2026-01-26T19:33:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01361:01","content":"stalled deal flagged recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01361","actor":"rep_32","timestamp":"2026-01-26T19:32:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01361:02","content":"activity reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01361","actor":"rep_32","timestamp":"2026-01-26T19:54:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01361:03","content":"objection classified recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_classified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01361","actor":"rep_32","timestamp":"2026-01-26T19:56:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01361:04","content":"signal checked recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"signal_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01361","actor":"rep_32","timestamp":"2026-01-26T19:49:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01361:05","content":"message drafted recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01361","actor":"rep_32","timestamp":"2026-01-26T20:12:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01361:06","content":"reengagement scheduled recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01361","actor":"rep_32","timestamp":"2026-01-26T19:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01361:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01361)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01361\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":228,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01361\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01362","actor":"rep_19","actor_name":"James Wilson","company":"FinTech Global","opened_at":"2026-01-26T08:57:00.000Z","closed_at":"2026-01-26T10:07:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($162k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01362","actor":"rep_19","timestamp":"2026-01-26T08:57:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01362:00","content":"Operational trigger received from hubspot for FinTech Global ($162k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":80,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$162k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01362","actor":"rep_19","timestamp":"2026-01-26T09:05:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01362:01","content":"stalled deal flagged recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01362","actor":"rep_19","timestamp":"2026-01-26T09:17:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01362:02","content":"activity reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01362","actor":"rep_19","timestamp":"2026-01-26T09:06:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01362:03","content":"objection classified recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01362","actor":"rep_19","timestamp":"2026-01-26T09:13:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01362:04","content":"signal checked recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"signal_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01362","actor":"rep_19","timestamp":"2026-01-26T09:22:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01362:05","content":"message drafted recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01362","actor":"rep_19","timestamp":"2026-01-26T09:57:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01362:06","content":"reengagement scheduled recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01362","actor":"rep_19","timestamp":"2026-01-26T10:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01362:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01362)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01362\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01362\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01363","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-03-27T00:48:00.000Z","closed_at":"2026-03-27T01:16:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($181k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01363","actor":"rep_06","timestamp":"2026-03-27T00:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01363:00","content":"Operational trigger received from hubspot for Catalyst Software ($181k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$181k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01363","actor":"rep_06","timestamp":"2026-03-27T00:58:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01363:01","content":"stalled deal flagged recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01363","actor":"rep_06","timestamp":"2026-03-27T01:02:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01363:02","content":"activity reviewed recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01363","actor":"rep_06","timestamp":"2026-03-27T01:18:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01363:03","content":"objection classified recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01363","actor":"rep_06","timestamp":"2026-03-27T01:00:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01363:04","content":"signal checked recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01363","actor":"rep_06","timestamp":"2026-03-27T01:43:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01363:05","content":"message drafted recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01363","actor":"rep_06","timestamp":"2026-03-27T01:12:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01363:06","content":"reengagement scheduled recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01363","actor":"rep_06","timestamp":"2026-03-27T01:16:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01363:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01363)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01363\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":174,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01363\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01364","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-03-30T19:01:00.000Z","closed_at":"2026-03-30T20:11:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($211k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01364","actor":"rep_09","timestamp":"2026-03-30T19:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01364:00","content":"Operational trigger received from hubspot for Pinnacle Media ($211k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":228,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$211k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01364","actor":"rep_09","timestamp":"2026-03-30T19:08:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01364:01","content":"stalled deal flagged recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01364","actor":"rep_09","timestamp":"2026-03-30T19:13:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01364:02","content":"activity reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01364","actor":"rep_09","timestamp":"2026-03-30T19:22:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01364:03","content":"objection classified recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01364","actor":"rep_09","timestamp":"2026-03-30T19:29:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01364:04","content":"signal checked recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01364","actor":"rep_09","timestamp":"2026-03-30T19:21:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01364:05","content":"message drafted recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01364","actor":"rep_09","timestamp":"2026-03-30T20:07:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01364:06","content":"reengagement scheduled recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01364","actor":"rep_09","timestamp":"2026-03-30T20:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01364:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01364)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01364\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":181,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01364\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01365","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-02-14T19:43:00.000Z","closed_at":"2026-02-14T20:25:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($227k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01365","actor":"rep_19","timestamp":"2026-02-14T19:43:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01365:00","content":"Operational trigger received from hubspot for Beacon Energy ($227k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":77,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$227k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01365","actor":"rep_19","timestamp":"2026-02-14T19:51:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01365:01","content":"stalled deal flagged recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01365","actor":"rep_19","timestamp":"2026-02-14T19:59:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01365:02","content":"activity reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01365","actor":"rep_19","timestamp":"2026-02-14T19:52:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01365:03","content":"objection classified recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01365","actor":"rep_19","timestamp":"2026-02-14T19:55:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01365:04","content":"signal checked recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01365","actor":"rep_19","timestamp":"2026-02-14T20:28:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01365:05","content":"message drafted recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01365","actor":"rep_19","timestamp":"2026-02-14T20:49:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01365:06","content":"reengagement scheduled recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01365","actor":"rep_19","timestamp":"2026-02-14T20:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01365:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01365)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01365\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":248,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01365\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01366","actor":"rep_32","actor_name":"Liam O'Connor","company":"OmniChannel Inc","opened_at":"2026-03-05T12:23:00.000Z","closed_at":"2026-03-05T13:40:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($76k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01366","actor":"rep_32","timestamp":"2026-03-05T12:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01366:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($76k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$76k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01366","actor":"rep_32","timestamp":"2026-03-05T12:31:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01366:01","content":"stalled deal flagged recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01366","actor":"rep_32","timestamp":"2026-03-05T12:37:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01366:02","content":"activity reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01366","actor":"rep_32","timestamp":"2026-03-05T12:50:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01366:03","content":"objection classified recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_classified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01366","actor":"rep_32","timestamp":"2026-03-05T12:51:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01366:04","content":"signal checked recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"signal_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01366","actor":"rep_32","timestamp":"2026-03-05T13:13:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01366:05","content":"message drafted recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01366","actor":"rep_32","timestamp":"2026-03-05T12:53:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01366:06","content":"reengagement scheduled recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01366","actor":"rep_32","timestamp":"2026-03-05T13:40:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01366:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01366)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01366\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01366\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01367","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-02-20T12:53:00.000Z","closed_at":"2026-02-20T13:21:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($174k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01367","actor":"rep_32","timestamp":"2026-02-20T12:53:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01367:00","content":"Operational trigger received from hubspot for Meridian Logistics ($174k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":128,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01367","actor":"rep_32","timestamp":"2026-02-20T12:57:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01367:01","content":"stalled deal flagged recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01367","actor":"rep_32","timestamp":"2026-02-20T12:59:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01367:02","content":"activity reviewed recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01367","actor":"rep_32","timestamp":"2026-02-20T13:02:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01367:03","content":"objection classified recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01367","actor":"rep_32","timestamp":"2026-02-20T13:25:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01367:04","content":"signal checked recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01367","actor":"rep_32","timestamp":"2026-02-20T13:48:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01367:05","content":"message drafted recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01367","actor":"rep_32","timestamp":"2026-02-20T13:17:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01367:06","content":"reengagement scheduled recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01367","actor":"rep_32","timestamp":"2026-02-20T13:21:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01367:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01367)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01367\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":220,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01367\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01368","actor":"rep_01","actor_name":"Sarah Chen","company":"Meridian Logistics","opened_at":"2026-01-15T10:06:00.000Z","closed_at":"2026-01-15T10:55:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($433k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01368","actor":"rep_01","timestamp":"2026-01-15T10:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01368:00","content":"Operational trigger received from hubspot for Meridian Logistics ($433k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$433k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01368","actor":"rep_01","timestamp":"2026-01-15T10:17:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01368:01","content":"stalled deal flagged recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01368","actor":"rep_01","timestamp":"2026-01-15T10:12:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01368:02","content":"activity reviewed recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01368","actor":"rep_01","timestamp":"2026-01-15T10:36:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01368:03","content":"objection classified recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01368","actor":"rep_01","timestamp":"2026-01-15T10:38:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01368:04","content":"signal checked recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01368","actor":"rep_01","timestamp":"2026-01-15T11:01:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01368:05","content":"message drafted recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01368","actor":"rep_01","timestamp":"2026-01-15T11:06:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01368:06","content":"reengagement scheduled recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01368","actor":"rep_01","timestamp":"2026-01-15T10:55:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01368:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01368)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01368\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":240,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01368\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01369","actor":"rep_20","actor_name":"Maya Patel","company":"Vanguard Financial","opened_at":"2026-02-26T10:09:00.000Z","closed_at":"2026-02-26T11:05:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($203k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01369","actor":"rep_20","timestamp":"2026-02-26T10:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01369:00","content":"Operational trigger received from hubspot for Vanguard Financial ($203k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":74,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$203k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01369","actor":"rep_20","timestamp":"2026-02-26T10:14:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01369:01","content":"stalled deal flagged recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01369","actor":"rep_20","timestamp":"2026-02-26T10:31:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01369:02","content":"activity reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01369","actor":"rep_20","timestamp":"2026-02-26T10:36:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01369:03","content":"objection classified recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01369","actor":"rep_20","timestamp":"2026-02-26T10:33:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01369:04","content":"signal checked recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01369","actor":"rep_20","timestamp":"2026-02-26T10:24:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01369:05","content":"message drafted recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01369","actor":"rep_20","timestamp":"2026-02-26T10:57:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01369:06","content":"reengagement scheduled recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01369","actor":"rep_20","timestamp":"2026-02-26T11:05:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01369:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01369)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01369\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":213,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01369\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01370","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-02-19T20:37:00.000Z","closed_at":"2026-02-19T21:05:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($430k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01370","actor":"rep_37","timestamp":"2026-02-19T20:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01370:00","content":"Operational trigger received from hubspot for Vertex Cyber ($430k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":134,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$430k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01370","actor":"rep_37","timestamp":"2026-02-19T20:43:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01370:01","content":"stalled deal flagged recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01370","actor":"rep_37","timestamp":"2026-02-19T20:43:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01370:02","content":"activity reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01370","actor":"rep_37","timestamp":"2026-02-19T21:10:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01370:03","content":"objection classified recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01370","actor":"rep_37","timestamp":"2026-02-19T21:01:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01370:04","content":"signal checked recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01370","actor":"rep_37","timestamp":"2026-02-19T21:17:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01370:05","content":"message drafted recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01370","actor":"rep_37","timestamp":"2026-02-19T21:13:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01370:06","content":"reengagement scheduled recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01370","actor":"rep_37","timestamp":"2026-02-19T21:05:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01370:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01370)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01370\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":156,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01370\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01371","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-03-28T05:12:00.000Z","closed_at":"2026-03-28T06:22:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($103k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01371","actor":"rep_09","timestamp":"2026-03-28T05:12:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01371:00","content":"Operational trigger received from hubspot for Pinnacle Media ($103k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":212,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$103k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01371","actor":"rep_09","timestamp":"2026-03-28T05:17:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01371:01","content":"stalled deal flagged recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01371","actor":"rep_09","timestamp":"2026-03-28T05:30:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01371:02","content":"activity reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01371","actor":"rep_09","timestamp":"2026-03-28T05:42:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01371:03","content":"objection classified recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01371","actor":"rep_09","timestamp":"2026-03-28T05:56:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01371:04","content":"signal checked recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01371","actor":"rep_09","timestamp":"2026-03-28T05:42:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01371:05","content":"message drafted recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01371","actor":"rep_09","timestamp":"2026-03-28T05:54:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01371:06","content":"reengagement scheduled recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01371","actor":"rep_09","timestamp":"2026-03-28T06:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01371:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01371)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01371\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01371\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01372","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-02-24T20:30:00.000Z","closed_at":"2026-02-24T21:19:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($436k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01372","actor":"rep_20","timestamp":"2026-02-24T20:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01372:00","content":"Operational trigger received from hubspot for FinTech Global ($436k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$436k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01372","actor":"rep_20","timestamp":"2026-02-24T20:37:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01372:01","content":"stalled deal flagged recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01372","actor":"rep_20","timestamp":"2026-02-24T20:38:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01372:02","content":"activity reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01372","actor":"rep_20","timestamp":"2026-02-24T20:39:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01372:03","content":"objection classified recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01372","actor":"rep_20","timestamp":"2026-02-24T20:54:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01372:04","content":"signal checked recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"signal_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01372","actor":"rep_20","timestamp":"2026-02-24T21:25:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01372:05","content":"message drafted recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01372","actor":"rep_20","timestamp":"2026-02-24T20:54:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01372:06","content":"reengagement scheduled recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01372","actor":"rep_20","timestamp":"2026-02-24T21:19:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01372:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01372)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01372\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":111,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01372\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01373","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-02-16T18:47:00.000Z","closed_at":"2026-02-16T19:29:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($252k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01373","actor":"rep_19","timestamp":"2026-02-16T18:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01373:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($252k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":101,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$252k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01373","actor":"rep_19","timestamp":"2026-02-16T18:52:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01373:01","content":"stalled deal flagged recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01373","actor":"rep_19","timestamp":"2026-02-16T19:05:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01373:02","content":"activity reviewed recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01373","actor":"rep_19","timestamp":"2026-02-16T19:05:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01373:03","content":"objection classified recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01373","actor":"rep_19","timestamp":"2026-02-16T19:15:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01373:04","content":"signal checked recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01373","actor":"rep_19","timestamp":"2026-02-16T19:02:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01373:05","content":"message drafted recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01373","actor":"rep_19","timestamp":"2026-02-16T19:23:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01373:06","content":"reengagement scheduled recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01373","actor":"rep_19","timestamp":"2026-02-16T19:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01373:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01373)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01373\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":190,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01373\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01374","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-02-13T10:07:00.000Z","closed_at":"2026-02-13T10:35:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($316k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01374","actor":"rep_25","timestamp":"2026-02-13T10:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01374:00","content":"Operational trigger received from hubspot for Sentinel Networks ($316k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":216,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$316k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01374","actor":"rep_25","timestamp":"2026-02-13T10:11:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01374:01","content":"stalled deal flagged recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01374","actor":"rep_25","timestamp":"2026-02-13T10:13:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01374:02","content":"activity reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01374","actor":"rep_25","timestamp":"2026-02-13T10:16:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01374:03","content":"objection classified recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01374","actor":"rep_25","timestamp":"2026-02-13T10:35:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01374:04","content":"signal checked recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01374","actor":"rep_25","timestamp":"2026-02-13T10:47:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01374:05","content":"message drafted recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01374","actor":"rep_25","timestamp":"2026-02-13T10:55:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01374:06","content":"reengagement scheduled recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01374","actor":"rep_25","timestamp":"2026-02-13T10:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01374:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01374)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01374\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":201,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01374\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01375","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-02-23T01:29:00.000Z","closed_at":"2026-02-23T02:32:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($47k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01375","actor":"rep_20","timestamp":"2026-02-23T01:29:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01375:00","content":"Operational trigger received from hubspot for Sentinel Networks ($47k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":81,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$47k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01375","actor":"rep_20","timestamp":"2026-02-23T01:34:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01375:01","content":"stalled deal flagged recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01375","actor":"rep_20","timestamp":"2026-02-23T01:51:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01375:02","content":"activity reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01375","actor":"rep_20","timestamp":"2026-02-23T01:50:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01375:03","content":"objection classified recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01375","actor":"rep_20","timestamp":"2026-02-23T01:45:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01375:04","content":"signal checked recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01375","actor":"rep_20","timestamp":"2026-02-23T01:54:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01375:05","content":"message drafted recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01375","actor":"rep_20","timestamp":"2026-02-23T01:47:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01375:06","content":"reengagement scheduled recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01375","actor":"rep_20","timestamp":"2026-02-23T02:32:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01375:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01375)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01375\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01375\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01376","actor":"rep_37","actor_name":"Sophia Zhang","company":"FinTech Global","opened_at":"2026-01-09T14:03:00.000Z","closed_at":"2026-01-09T14:24:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($263k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01376","actor":"rep_37","timestamp":"2026-01-09T14:03:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01376:00","content":"Operational trigger received from hubspot for FinTech Global ($263k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":125,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$263k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01376","actor":"rep_37","timestamp":"2026-01-09T14:07:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01376:01","content":"stalled deal flagged recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01376","actor":"rep_37","timestamp":"2026-01-09T14:19:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01376:02","content":"activity reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01376","actor":"rep_37","timestamp":"2026-01-09T14:36:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01376:03","content":"objection classified recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01376","actor":"rep_37","timestamp":"2026-01-09T14:27:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01376:04","content":"signal checked recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"signal_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01376","actor":"rep_37","timestamp":"2026-01-09T14:48:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01376:05","content":"message drafted recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01376","actor":"rep_37","timestamp":"2026-01-09T14:33:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01376:06","content":"reengagement scheduled recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01376","actor":"rep_37","timestamp":"2026-01-09T14:24:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01376:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01376)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01376\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":97,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01376\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01377","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-01-14T06:20:00.000Z","closed_at":"2026-01-14T07:30:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($50k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01377","actor":"rep_14","timestamp":"2026-01-14T06:20:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01377:00","content":"Operational trigger received from hubspot for Apex Retail Group ($50k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$50k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01377","actor":"rep_14","timestamp":"2026-01-14T06:29:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01377:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01377","actor":"rep_14","timestamp":"2026-01-14T06:26:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01377:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01377","actor":"rep_14","timestamp":"2026-01-14T06:50:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01377:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01377","actor":"rep_14","timestamp":"2026-01-14T06:44:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01377:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01377","actor":"rep_14","timestamp":"2026-01-14T07:00:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01377:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01377","actor":"rep_14","timestamp":"2026-01-14T06:44:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01377:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01377","actor":"rep_14","timestamp":"2026-01-14T07:30:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01377:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01377)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01377\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01377\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01378","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-02-26T14:50:00.000Z","closed_at":"2026-02-26T16:07:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($459k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01378","actor":"rep_20","timestamp":"2026-02-26T14:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01378:00","content":"Operational trigger received from hubspot for Sentinel Networks ($459k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":244,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$459k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01378","actor":"rep_20","timestamp":"2026-02-26T15:00:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01378:01","content":"stalled deal flagged recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01378","actor":"rep_20","timestamp":"2026-02-26T15:12:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01378:02","content":"activity reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01378","actor":"rep_20","timestamp":"2026-02-26T15:02:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01378:03","content":"objection classified recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01378","actor":"rep_20","timestamp":"2026-02-26T15:18:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01378:04","content":"signal checked recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01378","actor":"rep_20","timestamp":"2026-02-26T15:10:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01378:05","content":"message drafted recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01378","actor":"rep_20","timestamp":"2026-02-26T15:08:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01378:06","content":"reengagement scheduled recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01378","actor":"rep_20","timestamp":"2026-02-26T16:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01378:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01378)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01378\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":102,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01378\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01379","actor":"rep_19","actor_name":"James Wilson","company":"FinTech Global","opened_at":"2026-01-09T05:05:00.000Z","closed_at":"2026-01-09T06:08:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($95k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01379","actor":"rep_19","timestamp":"2026-01-09T05:05:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01379:00","content":"Operational trigger received from hubspot for FinTech Global ($95k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":131,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$95k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01379","actor":"rep_19","timestamp":"2026-01-09T05:11:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01379:01","content":"stalled deal flagged recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01379","actor":"rep_19","timestamp":"2026-01-09T05:11:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01379:02","content":"activity reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01379","actor":"rep_19","timestamp":"2026-01-09T05:23:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01379:03","content":"objection classified recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01379","actor":"rep_19","timestamp":"2026-01-09T05:33:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01379:04","content":"signal checked recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"signal_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01379","actor":"rep_19","timestamp":"2026-01-09T05:20:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01379:05","content":"message drafted recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01379","actor":"rep_19","timestamp":"2026-01-09T06:05:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01379:06","content":"reengagement scheduled recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01379","actor":"rep_19","timestamp":"2026-01-09T06:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01379:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01379)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01379\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":83,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01379\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01380","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-01-01T07:38:00.000Z","closed_at":"2026-01-01T07:59:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($457k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01380","actor":"rep_06","timestamp":"2026-01-01T07:38:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01380:00","content":"Operational trigger received from hubspot for CloudScale Data ($457k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":64,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$457k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01380","actor":"rep_06","timestamp":"2026-01-01T07:49:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01380:01","content":"stalled deal flagged recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01380","actor":"rep_06","timestamp":"2026-01-01T07:52:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01380:02","content":"activity reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01380","actor":"rep_06","timestamp":"2026-01-01T07:53:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01380:03","content":"objection classified recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"objection_classified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01380","actor":"rep_06","timestamp":"2026-01-01T08:22:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01380:04","content":"signal checked recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"signal_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01380","actor":"rep_06","timestamp":"2026-01-01T08:33:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01380:05","content":"message drafted recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01380","actor":"rep_06","timestamp":"2026-01-01T08:02:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01380:06","content":"reengagement scheduled recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01380","actor":"rep_06","timestamp":"2026-01-01T07:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01380:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01380)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01380\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01380\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01381","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-01-01T02:03:00.000Z","closed_at":"2026-01-01T02:52:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($61k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01381","actor":"rep_37","timestamp":"2026-01-01T02:03:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01381:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($61k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$61k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01381","actor":"rep_37","timestamp":"2026-01-01T02:09:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01381:01","content":"stalled deal flagged recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01381","actor":"rep_37","timestamp":"2026-01-01T02:13:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01381:02","content":"activity reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01381","actor":"rep_37","timestamp":"2026-01-01T02:21:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01381:03","content":"objection classified recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_classified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01381","actor":"rep_37","timestamp":"2026-01-01T02:31:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01381:04","content":"signal checked recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"signal_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01381","actor":"rep_37","timestamp":"2026-01-01T02:23:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01381:05","content":"message drafted recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01381","actor":"rep_37","timestamp":"2026-01-01T02:57:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01381:06","content":"reengagement scheduled recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01381","actor":"rep_37","timestamp":"2026-01-01T02:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01381:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01381)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01381\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":114,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01381\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01382","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-01-13T14:20:00.000Z","closed_at":"2026-01-13T15:37:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($433k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01382","actor":"rep_25","timestamp":"2026-01-13T14:20:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01382:00","content":"Operational trigger received from hubspot for Nexus AI ($433k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":219,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$433k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01382","actor":"rep_25","timestamp":"2026-01-13T14:30:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01382:01","content":"stalled deal flagged recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01382","actor":"rep_25","timestamp":"2026-01-13T14:30:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01382:02","content":"activity reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01382","actor":"rep_25","timestamp":"2026-01-13T14:47:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01382:03","content":"objection classified recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01382","actor":"rep_25","timestamp":"2026-01-13T14:48:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01382:04","content":"signal checked recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01382","actor":"rep_25","timestamp":"2026-01-13T15:10:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01382:05","content":"message drafted recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01382","actor":"rep_25","timestamp":"2026-01-13T14:56:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01382:06","content":"reengagement scheduled recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01382","actor":"rep_25","timestamp":"2026-01-13T15:37:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01382:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01382)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01382\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01382\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01383","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-02-06T20:34:00.000Z","closed_at":"2026-02-06T21:37:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($405k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01383","actor":"rep_37","timestamp":"2026-02-06T20:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01383:00","content":"Operational trigger received from hubspot for Apex Retail Group ($405k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$405k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01383","actor":"rep_37","timestamp":"2026-02-06T20:38:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01383:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01383","actor":"rep_37","timestamp":"2026-02-06T20:42:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01383:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01383","actor":"rep_37","timestamp":"2026-02-06T20:55:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01383:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01383","actor":"rep_37","timestamp":"2026-02-06T21:06:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01383:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01383","actor":"rep_37","timestamp":"2026-02-06T21:24:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01383:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01383","actor":"rep_37","timestamp":"2026-02-06T21:10:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01383:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01383","actor":"rep_37","timestamp":"2026-02-06T21:37:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01383:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01383)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01383\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01383\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01384","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-03-21T21:06:00.000Z","closed_at":"2026-03-21T21:41:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($268k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01384","actor":"rep_32","timestamp":"2026-03-21T21:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01384:00","content":"Operational trigger received from hubspot for Stripe Technologies ($268k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":187,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$268k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01384","actor":"rep_32","timestamp":"2026-03-21T21:10:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01384:01","content":"stalled deal flagged recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01384","actor":"rep_32","timestamp":"2026-03-21T21:26:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01384:02","content":"activity reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01384","actor":"rep_32","timestamp":"2026-03-21T21:39:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01384:03","content":"objection classified recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01384","actor":"rep_32","timestamp":"2026-03-21T21:30:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01384:04","content":"signal checked recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01384","actor":"rep_32","timestamp":"2026-03-21T22:01:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01384:05","content":"message drafted recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01384","actor":"rep_32","timestamp":"2026-03-21T21:36:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01384:06","content":"reengagement scheduled recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01384","actor":"rep_32","timestamp":"2026-03-21T21:41:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01384:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01384)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01384\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":172,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01384\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01385","actor":"rep_25","actor_name":"Carlos Mendez","company":"Meridian Logistics","opened_at":"2026-02-13T06:53:00.000Z","closed_at":"2026-02-13T07:28:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($262k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01385","actor":"rep_25","timestamp":"2026-02-13T06:53:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01385:00","content":"Operational trigger received from hubspot for Meridian Logistics ($262k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":210,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$262k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01385","actor":"rep_25","timestamp":"2026-02-13T07:00:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01385:01","content":"stalled deal flagged recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01385","actor":"rep_25","timestamp":"2026-02-13T07:05:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01385:02","content":"activity reviewed recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01385","actor":"rep_25","timestamp":"2026-02-13T07:26:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01385:03","content":"objection classified recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01385","actor":"rep_25","timestamp":"2026-02-13T07:21:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01385:04","content":"signal checked recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01385","actor":"rep_25","timestamp":"2026-02-13T07:43:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01385:05","content":"message drafted recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01385","actor":"rep_25","timestamp":"2026-02-13T07:53:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01385:06","content":"reengagement scheduled recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01385","actor":"rep_25","timestamp":"2026-02-13T07:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01385:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01385)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01385\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":105,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01385\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01386","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-01-30T17:00:00.000Z","closed_at":"2026-01-30T17:28:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($350k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01386","actor":"rep_25","timestamp":"2026-01-30T17:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01386:00","content":"Operational trigger received from hubspot for Pinnacle Media ($350k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":53,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$350k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01386","actor":"rep_25","timestamp":"2026-01-30T17:06:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01386:01","content":"stalled deal flagged recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01386","actor":"rep_25","timestamp":"2026-01-30T17:18:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01386:02","content":"activity reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01386","actor":"rep_25","timestamp":"2026-01-30T17:12:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01386:03","content":"objection classified recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01386","actor":"rep_25","timestamp":"2026-01-30T17:28:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01386:04","content":"signal checked recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01386","actor":"rep_25","timestamp":"2026-01-30T17:35:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01386:05","content":"message drafted recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01386","actor":"rep_25","timestamp":"2026-01-30T18:00:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01386:06","content":"reengagement scheduled recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01386","actor":"rep_25","timestamp":"2026-01-30T17:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01386:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01386)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01386\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01386\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01387","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-03-26T18:44:00.000Z","closed_at":"2026-03-26T20:01:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($213k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01387","actor":"rep_20","timestamp":"2026-03-26T18:44:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01387:00","content":"Operational trigger received from hubspot for Apex Retail Group ($213k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":79,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$213k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01387","actor":"rep_20","timestamp":"2026-03-26T18:52:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01387:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01387","actor":"rep_20","timestamp":"2026-03-26T18:54:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01387:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01387","actor":"rep_20","timestamp":"2026-03-26T18:56:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01387:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01387","actor":"rep_20","timestamp":"2026-03-26T19:00:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01387:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01387","actor":"rep_20","timestamp":"2026-03-26T19:19:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01387:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01387","actor":"rep_20","timestamp":"2026-03-26T19:50:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01387:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01387","actor":"rep_20","timestamp":"2026-03-26T20:01:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01387:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01387)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01387\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":104,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01387\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01388","actor":"rep_20","actor_name":"Maya Patel","company":"Pinnacle Media","opened_at":"2026-03-22T04:07:00.000Z","closed_at":"2026-03-22T05:10:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($226k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01388","actor":"rep_20","timestamp":"2026-03-22T04:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01388:00","content":"Operational trigger received from hubspot for Pinnacle Media ($226k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":200,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01388","actor":"rep_20","timestamp":"2026-03-22T04:12:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01388:01","content":"stalled deal flagged recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01388","actor":"rep_20","timestamp":"2026-03-22T04:13:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01388:02","content":"activity reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01388","actor":"rep_20","timestamp":"2026-03-22T04:19:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01388:03","content":"objection classified recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01388","actor":"rep_20","timestamp":"2026-03-22T04:35:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01388:04","content":"signal checked recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01388","actor":"rep_20","timestamp":"2026-03-22T04:37:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01388:05","content":"message drafted recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01388","actor":"rep_20","timestamp":"2026-03-22T04:43:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01388:06","content":"reengagement scheduled recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01388","actor":"rep_20","timestamp":"2026-03-22T05:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01388:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01388)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01388\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":96,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01388\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01389","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vanguard Financial","opened_at":"2026-02-16T09:30:00.000Z","closed_at":"2026-02-16T10:47:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($266k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01389","actor":"rep_37","timestamp":"2026-02-16T09:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01389:00","content":"Operational trigger received from hubspot for Vanguard Financial ($266k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":274,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$266k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01389","actor":"rep_37","timestamp":"2026-02-16T09:38:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01389:01","content":"stalled deal flagged recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01389","actor":"rep_37","timestamp":"2026-02-16T09:48:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01389:02","content":"activity reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01389","actor":"rep_37","timestamp":"2026-02-16T09:42:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01389:03","content":"objection classified recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01389","actor":"rep_37","timestamp":"2026-02-16T09:54:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01389:04","content":"signal checked recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01389","actor":"rep_37","timestamp":"2026-02-16T10:05:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01389:05","content":"message drafted recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01389","actor":"rep_37","timestamp":"2026-02-16T10:00:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01389:06","content":"reengagement scheduled recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01389","actor":"rep_37","timestamp":"2026-02-16T10:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01389:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01389)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01389\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":96,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01389\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01390","actor":"rep_14","actor_name":"Rachel Adams","company":"OmniChannel Inc","opened_at":"2026-03-04T19:03:00.000Z","closed_at":"2026-03-04T20:13:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($403k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01390","actor":"rep_14","timestamp":"2026-03-04T19:03:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01390:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($403k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":170,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$403k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01390","actor":"rep_14","timestamp":"2026-03-04T19:10:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01390:01","content":"stalled deal flagged recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01390","actor":"rep_14","timestamp":"2026-03-04T19:23:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01390:02","content":"activity reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01390","actor":"rep_14","timestamp":"2026-03-04T19:21:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01390:03","content":"objection classified recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_classified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01390","actor":"rep_14","timestamp":"2026-03-04T19:35:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01390:04","content":"signal checked recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"signal_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01390","actor":"rep_14","timestamp":"2026-03-04T19:33:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01390:05","content":"message drafted recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01390","actor":"rep_14","timestamp":"2026-03-04T19:27:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01390:06","content":"reengagement scheduled recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01390","actor":"rep_14","timestamp":"2026-03-04T20:13:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01390:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01390)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01390\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01390\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01391","actor":"rep_31","actor_name":"Aisha Taylor","company":"Stripe Technologies","opened_at":"2026-01-28T04:57:00.000Z","closed_at":"2026-01-28T06:07:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($331k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01391","actor":"rep_31","timestamp":"2026-01-28T04:57:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01391:00","content":"Operational trigger received from hubspot for Stripe Technologies ($331k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":119,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$331k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01391","actor":"rep_31","timestamp":"2026-01-28T05:03:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01391:01","content":"stalled deal flagged recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01391","actor":"rep_31","timestamp":"2026-01-28T05:17:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01391:02","content":"activity reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01391","actor":"rep_31","timestamp":"2026-01-28T05:18:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01391:03","content":"objection classified recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01391","actor":"rep_31","timestamp":"2026-01-28T05:37:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01391:04","content":"signal checked recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01391","actor":"rep_31","timestamp":"2026-01-28T05:37:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01391:05","content":"message drafted recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01391","actor":"rep_31","timestamp":"2026-01-28T05:45:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01391:06","content":"reengagement scheduled recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01391","actor":"rep_31","timestamp":"2026-01-28T06:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01391:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01391)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01391\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":111,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01391\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01392","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-02-04T06:36:00.000Z","closed_at":"2026-02-04T07:04:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($420k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01392","actor":"rep_31","timestamp":"2026-02-04T06:36:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01392:00","content":"Operational trigger received from hubspot for Sentinel Networks ($420k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":187,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$420k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01392","actor":"rep_31","timestamp":"2026-02-04T06:41:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01392:01","content":"stalled deal flagged recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01392","actor":"rep_31","timestamp":"2026-02-04T06:56:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01392:02","content":"activity reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01392","actor":"rep_31","timestamp":"2026-02-04T06:51:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01392:03","content":"objection classified recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01392","actor":"rep_31","timestamp":"2026-02-04T07:12:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01392:04","content":"signal checked recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01392","actor":"rep_31","timestamp":"2026-02-04T07:11:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01392:05","content":"message drafted recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01392","actor":"rep_31","timestamp":"2026-02-04T07:06:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01392:06","content":"reengagement scheduled recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01392","actor":"rep_31","timestamp":"2026-02-04T07:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01392:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01392)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01392\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01392\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01393","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-03-16T22:34:00.000Z","closed_at":"2026-03-16T23:44:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($426k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01393","actor":"rep_09","timestamp":"2026-03-16T22:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01393:00","content":"Operational trigger received from hubspot for Stripe Technologies ($426k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":115,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$426k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01393","actor":"rep_09","timestamp":"2026-03-16T22:38:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01393:01","content":"stalled deal flagged recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01393","actor":"rep_09","timestamp":"2026-03-16T22:44:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01393:02","content":"activity reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01393","actor":"rep_09","timestamp":"2026-03-16T23:04:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01393:03","content":"objection classified recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01393","actor":"rep_09","timestamp":"2026-03-16T23:10:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01393:04","content":"signal checked recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01393","actor":"rep_09","timestamp":"2026-03-16T23:24:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01393:05","content":"message drafted recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01393","actor":"rep_09","timestamp":"2026-03-16T23:22:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01393:06","content":"reengagement scheduled recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01393","actor":"rep_09","timestamp":"2026-03-16T23:44:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01393:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01393)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01393\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":215,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01393\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01394","actor":"rep_20","actor_name":"Maya Patel","company":"Vanguard Financial","opened_at":"2026-02-03T06:53:00.000Z","closed_at":"2026-02-03T07:42:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($192k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01394","actor":"rep_20","timestamp":"2026-02-03T06:53:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01394:00","content":"Operational trigger received from hubspot for Vanguard Financial ($192k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":208,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$192k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01394","actor":"rep_20","timestamp":"2026-02-03T06:59:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01394:01","content":"stalled deal flagged recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01394","actor":"rep_20","timestamp":"2026-02-03T07:03:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01394:02","content":"activity reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01394","actor":"rep_20","timestamp":"2026-02-03T07:11:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01394:03","content":"objection classified recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01394","actor":"rep_20","timestamp":"2026-02-03T07:37:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01394:04","content":"signal checked recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01394","actor":"rep_20","timestamp":"2026-02-03T07:28:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01394:05","content":"message drafted recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01394","actor":"rep_20","timestamp":"2026-02-03T07:17:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01394:06","content":"reengagement scheduled recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01394","actor":"rep_20","timestamp":"2026-02-03T07:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01394:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01394)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01394\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01394\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01395","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-03-18T10:16:00.000Z","closed_at":"2026-03-18T10:37:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($384k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01395","actor":"rep_31","timestamp":"2026-03-18T10:16:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01395:00","content":"Operational trigger received from hubspot for Pinnacle Media ($384k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$384k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01395","actor":"rep_31","timestamp":"2026-03-18T10:27:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01395:01","content":"stalled deal flagged recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01395","actor":"rep_31","timestamp":"2026-03-18T10:24:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01395:02","content":"activity reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01395","actor":"rep_31","timestamp":"2026-03-18T10:34:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01395:03","content":"objection classified recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01395","actor":"rep_31","timestamp":"2026-03-18T10:56:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01395:04","content":"signal checked recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01395","actor":"rep_31","timestamp":"2026-03-18T10:56:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01395:05","content":"message drafted recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01395","actor":"rep_31","timestamp":"2026-03-18T10:34:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01395:06","content":"reengagement scheduled recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01395","actor":"rep_31","timestamp":"2026-03-18T10:37:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01395:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01395)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01395\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":105,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01395\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01396","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-01-29T21:00:00.000Z","closed_at":"2026-01-29T22:17:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($281k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01396","actor":"rep_09","timestamp":"2026-01-29T21:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01396:00","content":"Operational trigger received from hubspot for Stripe Technologies ($281k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":56,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$281k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01396","actor":"rep_09","timestamp":"2026-01-29T21:06:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01396:01","content":"stalled deal flagged recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01396","actor":"rep_09","timestamp":"2026-01-29T21:18:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01396:02","content":"activity reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01396","actor":"rep_09","timestamp":"2026-01-29T21:15:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01396:03","content":"objection classified recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01396","actor":"rep_09","timestamp":"2026-01-29T21:24:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01396:04","content":"signal checked recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01396","actor":"rep_09","timestamp":"2026-01-29T21:20:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01396:05","content":"message drafted recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01396","actor":"rep_09","timestamp":"2026-01-29T22:00:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01396:06","content":"reengagement scheduled recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01396","actor":"rep_09","timestamp":"2026-01-29T22:17:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01396:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01396)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01396\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":54,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01396\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01397","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-02-06T06:54:00.000Z","closed_at":"2026-02-06T07:50:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($313k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01397","actor":"rep_25","timestamp":"2026-02-06T06:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01397:00","content":"Operational trigger received from hubspot for Apex Retail Group ($313k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":187,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$313k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01397","actor":"rep_25","timestamp":"2026-02-06T07:03:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01397:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01397","actor":"rep_25","timestamp":"2026-02-06T07:08:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01397:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01397","actor":"rep_25","timestamp":"2026-02-06T07:24:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01397:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01397","actor":"rep_25","timestamp":"2026-02-06T07:30:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01397:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01397","actor":"rep_25","timestamp":"2026-02-06T07:19:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01397:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01397","actor":"rep_25","timestamp":"2026-02-06T07:30:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01397:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01397","actor":"rep_25","timestamp":"2026-02-06T07:50:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01397:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01397)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01397\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":56,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01397\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01398","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-02-04T21:17:00.000Z","closed_at":"2026-02-04T21:59:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($199k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01398","actor":"rep_06","timestamp":"2026-02-04T21:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01398:00","content":"Operational trigger received from hubspot for NovaBio Labs ($199k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":173,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$199k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01398","actor":"rep_06","timestamp":"2026-02-04T21:27:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01398:01","content":"stalled deal flagged recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01398","actor":"rep_06","timestamp":"2026-02-04T21:37:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01398:02","content":"activity reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01398","actor":"rep_06","timestamp":"2026-02-04T21:29:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01398:03","content":"objection classified recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_classified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01398","actor":"rep_06","timestamp":"2026-02-04T21:53:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01398:04","content":"signal checked recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"signal_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01398","actor":"rep_06","timestamp":"2026-02-04T21:42:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01398:05","content":"message drafted recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01398","actor":"rep_06","timestamp":"2026-02-04T21:41:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01398:06","content":"reengagement scheduled recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01398","actor":"rep_06","timestamp":"2026-02-04T21:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01398:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01398)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01398\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":258,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01398\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01399","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-01-20T10:52:00.000Z","closed_at":"2026-01-20T12:02:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($303k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01399","actor":"rep_37","timestamp":"2026-01-20T10:52:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01399:00","content":"Operational trigger received from hubspot for NovaBio Labs ($303k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":200,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$303k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01399","actor":"rep_37","timestamp":"2026-01-20T10:55:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01399:01","content":"stalled deal flagged recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01399","actor":"rep_37","timestamp":"2026-01-20T11:04:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01399:02","content":"activity reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01399","actor":"rep_37","timestamp":"2026-01-20T11:04:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01399:03","content":"objection classified recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_classified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01399","actor":"rep_37","timestamp":"2026-01-20T11:12:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01399:04","content":"signal checked recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"signal_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01399","actor":"rep_37","timestamp":"2026-01-20T11:07:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01399:05","content":"message drafted recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01399","actor":"rep_37","timestamp":"2026-01-20T11:22:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01399:06","content":"reengagement scheduled recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01399","actor":"rep_37","timestamp":"2026-01-20T12:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01399:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01399)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01399\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":167,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01399\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01400","actor":"rep_14","actor_name":"Rachel Adams","company":"Aura Therapeutics","opened_at":"2026-01-26T09:20:00.000Z","closed_at":"2026-01-26T10:23:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($48k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01400","actor":"rep_14","timestamp":"2026-01-26T09:20:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01400:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($48k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":193,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$48k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01400","actor":"rep_14","timestamp":"2026-01-26T09:23:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01400:01","content":"stalled deal flagged recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01400","actor":"rep_14","timestamp":"2026-01-26T09:30:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01400:02","content":"activity reviewed recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01400","actor":"rep_14","timestamp":"2026-01-26T09:32:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01400:03","content":"objection classified recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01400","actor":"rep_14","timestamp":"2026-01-26T09:52:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01400:04","content":"signal checked recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01400","actor":"rep_14","timestamp":"2026-01-26T10:05:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01400:05","content":"message drafted recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01400","actor":"rep_14","timestamp":"2026-01-26T10:14:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01400:06","content":"reengagement scheduled recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01400","actor":"rep_14","timestamp":"2026-01-26T10:23:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01400:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01400)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01400\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01400\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01401","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-01-15T15:32:00.000Z","closed_at":"2026-01-15T16:28:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($223k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01401","actor":"rep_19","timestamp":"2026-01-15T15:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01401:00","content":"Operational trigger received from hubspot for Beacon Energy ($223k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":51,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$223k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01401","actor":"rep_19","timestamp":"2026-01-15T15:41:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01401:01","content":"stalled deal flagged recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01401","actor":"rep_19","timestamp":"2026-01-15T15:54:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01401:02","content":"activity reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01401","actor":"rep_19","timestamp":"2026-01-15T16:05:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01401:03","content":"objection classified recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01401","actor":"rep_19","timestamp":"2026-01-15T16:00:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01401:04","content":"signal checked recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01401","actor":"rep_19","timestamp":"2026-01-15T16:27:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01401:05","content":"message drafted recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01401","actor":"rep_19","timestamp":"2026-01-15T16:32:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01401:06","content":"reengagement scheduled recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01401","actor":"rep_19","timestamp":"2026-01-15T16:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01401:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01401)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01401\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":187,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01401\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01402","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-02-14T23:05:00.000Z","closed_at":"2026-02-14T23:47:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($389k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01402","actor":"rep_31","timestamp":"2026-02-14T23:05:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01402:00","content":"Operational trigger received from hubspot for Vertex Cyber ($389k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":93,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$389k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01402","actor":"rep_31","timestamp":"2026-02-14T23:09:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01402:01","content":"stalled deal flagged recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01402","actor":"rep_31","timestamp":"2026-02-14T23:19:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01402:02","content":"activity reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01402","actor":"rep_31","timestamp":"2026-02-14T23:29:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01402:03","content":"objection classified recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01402","actor":"rep_31","timestamp":"2026-02-14T23:33:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01402:04","content":"signal checked recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01402","actor":"rep_31","timestamp":"2026-02-15T00:00:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01402:05","content":"message drafted recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01402","actor":"rep_31","timestamp":"2026-02-15T00:05:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01402:06","content":"reengagement scheduled recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01402","actor":"rep_31","timestamp":"2026-02-14T23:47:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01402:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01402)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01402\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01402\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01403","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-02-05T15:52:00.000Z","closed_at":"2026-02-05T16:34:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($184k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01403","actor":"rep_14","timestamp":"2026-02-05T15:52:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01403:00","content":"Operational trigger received from hubspot for Pinnacle Media ($184k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":174,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$184k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01403","actor":"rep_14","timestamp":"2026-02-05T16:00:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01403:01","content":"stalled deal flagged recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01403","actor":"rep_14","timestamp":"2026-02-05T16:12:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01403:02","content":"activity reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01403","actor":"rep_14","timestamp":"2026-02-05T16:19:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01403:03","content":"objection classified recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01403","actor":"rep_14","timestamp":"2026-02-05T16:04:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01403:04","content":"signal checked recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01403","actor":"rep_14","timestamp":"2026-02-05T16:42:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01403:05","content":"message drafted recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01403","actor":"rep_14","timestamp":"2026-02-05T16:28:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01403:06","content":"reengagement scheduled recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01403","actor":"rep_14","timestamp":"2026-02-05T16:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01403:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01403)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01403\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":242,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01403\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01404","actor":"rep_32","actor_name":"Liam O'Connor","company":"Apex Retail Group","opened_at":"2026-03-30T02:25:00.000Z","closed_at":"2026-03-30T03:21:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($89k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01404","actor":"rep_32","timestamp":"2026-03-30T02:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01404:00","content":"Operational trigger received from hubspot for Apex Retail Group ($89k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$89k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01404","actor":"rep_32","timestamp":"2026-03-30T02:36:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01404:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01404","actor":"rep_32","timestamp":"2026-03-30T02:45:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01404:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01404","actor":"rep_32","timestamp":"2026-03-30T02:40:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01404:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01404","actor":"rep_32","timestamp":"2026-03-30T02:49:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01404:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01404","actor":"rep_32","timestamp":"2026-03-30T03:00:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01404:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01404","actor":"rep_32","timestamp":"2026-03-30T02:43:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01404:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01404","actor":"rep_32","timestamp":"2026-03-30T03:21:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01404:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01404)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01404\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":100,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01404\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01405","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-13T15:56:00.000Z","closed_at":"2026-01-13T16:17:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($340k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01405","actor":"rep_20","timestamp":"2026-01-13T15:56:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01405:00","content":"Operational trigger received from hubspot for Apex Retail Group ($340k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$340k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01405","actor":"rep_20","timestamp":"2026-01-13T16:07:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01405:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01405","actor":"rep_20","timestamp":"2026-01-13T16:06:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01405:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01405","actor":"rep_20","timestamp":"2026-01-13T16:17:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01405:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01405","actor":"rep_20","timestamp":"2026-01-13T16:28:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01405:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01405","actor":"rep_20","timestamp":"2026-01-13T16:31:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01405:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01405","actor":"rep_20","timestamp":"2026-01-13T16:44:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01405:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01405","actor":"rep_20","timestamp":"2026-01-13T16:17:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01405:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01405)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01405\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":215,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01405\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01406","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-03-13T12:36:00.000Z","closed_at":"2026-03-13T13:11:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($378k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01406","actor":"rep_37","timestamp":"2026-03-13T12:36:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01406:00","content":"Operational trigger received from hubspot for Acme Health Systems ($378k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":199,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$378k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01406","actor":"rep_37","timestamp":"2026-03-13T12:47:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01406:01","content":"stalled deal flagged recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01406","actor":"rep_37","timestamp":"2026-03-13T12:52:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01406:02","content":"activity reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01406","actor":"rep_37","timestamp":"2026-03-13T13:03:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01406:03","content":"objection classified recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01406","actor":"rep_37","timestamp":"2026-03-13T13:04:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01406:04","content":"signal checked recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01406","actor":"rep_37","timestamp":"2026-03-13T12:56:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01406:05","content":"message drafted recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01406","actor":"rep_37","timestamp":"2026-03-13T13:42:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01406:06","content":"reengagement scheduled recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01406","actor":"rep_37","timestamp":"2026-03-13T13:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01406:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01406)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01406\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":69,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01406\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01407","actor":"rep_19","actor_name":"James Wilson","company":"Stripe Technologies","opened_at":"2026-02-04T12:57:00.000Z","closed_at":"2026-02-04T13:39:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($68k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01407","actor":"rep_19","timestamp":"2026-02-04T12:57:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01407:00","content":"Operational trigger received from hubspot for Stripe Technologies ($68k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$68k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01407","actor":"rep_19","timestamp":"2026-02-04T13:04:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01407:01","content":"stalled deal flagged recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01407","actor":"rep_19","timestamp":"2026-02-04T13:15:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01407:02","content":"activity reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01407","actor":"rep_19","timestamp":"2026-02-04T13:12:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01407:03","content":"objection classified recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01407","actor":"rep_19","timestamp":"2026-02-04T13:41:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01407:04","content":"signal checked recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01407","actor":"rep_19","timestamp":"2026-02-04T13:47:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01407:05","content":"message drafted recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01407","actor":"rep_19","timestamp":"2026-02-04T13:51:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01407:06","content":"reengagement scheduled recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01407","actor":"rep_19","timestamp":"2026-02-04T13:39:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01407:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01407)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01407\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":85,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01407\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01408","actor":"rep_37","actor_name":"Sophia Zhang","company":"FinTech Global","opened_at":"2026-01-11T22:07:00.000Z","closed_at":"2026-01-11T23:17:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($84k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01408","actor":"rep_37","timestamp":"2026-01-11T22:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01408:00","content":"Operational trigger received from hubspot for FinTech Global ($84k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":225,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$84k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01408","actor":"rep_37","timestamp":"2026-01-11T22:15:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01408:01","content":"stalled deal flagged recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01408","actor":"rep_37","timestamp":"2026-01-11T22:23:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01408:02","content":"activity reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01408","actor":"rep_37","timestamp":"2026-01-11T22:25:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01408:03","content":"objection classified recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01408","actor":"rep_37","timestamp":"2026-01-11T22:31:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01408:04","content":"signal checked recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"signal_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01408","actor":"rep_37","timestamp":"2026-01-11T22:27:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01408:05","content":"message drafted recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01408","actor":"rep_37","timestamp":"2026-01-11T22:25:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01408:06","content":"reengagement scheduled recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01408","actor":"rep_37","timestamp":"2026-01-11T23:17:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01408:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01408)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01408\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01408\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01409","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-02-17T01:24:00.000Z","closed_at":"2026-02-17T01:52:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($96k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01409","actor":"rep_20","timestamp":"2026-02-17T01:24:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01409:00","content":"Operational trigger received from hubspot for Sentinel Networks ($96k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$96k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01409","actor":"rep_20","timestamp":"2026-02-17T01:30:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01409:01","content":"stalled deal flagged recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01409","actor":"rep_20","timestamp":"2026-02-17T01:40:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01409:02","content":"activity reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01409","actor":"rep_20","timestamp":"2026-02-17T01:36:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01409:03","content":"objection classified recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01409","actor":"rep_20","timestamp":"2026-02-17T02:04:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01409:04","content":"signal checked recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01409","actor":"rep_20","timestamp":"2026-02-17T02:19:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01409:05","content":"message drafted recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01409","actor":"rep_20","timestamp":"2026-02-17T02:06:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01409:06","content":"reengagement scheduled recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01409","actor":"rep_20","timestamp":"2026-02-17T01:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01409:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01409)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01409\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":102,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01409\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01410","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-01-28T10:10:00.000Z","closed_at":"2026-01-28T11:13:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($134k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01410","actor":"rep_14","timestamp":"2026-01-28T10:10:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01410:00","content":"Operational trigger received from hubspot for Beacon Energy ($134k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":195,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$134k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01410","actor":"rep_14","timestamp":"2026-01-28T10:15:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01410:01","content":"stalled deal flagged recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01410","actor":"rep_14","timestamp":"2026-01-28T10:16:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01410:02","content":"activity reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01410","actor":"rep_14","timestamp":"2026-01-28T10:19:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01410:03","content":"objection classified recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01410","actor":"rep_14","timestamp":"2026-01-28T10:42:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01410:04","content":"signal checked recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01410","actor":"rep_14","timestamp":"2026-01-28T10:55:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01410:05","content":"message drafted recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01410","actor":"rep_14","timestamp":"2026-01-28T10:52:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01410:06","content":"reengagement scheduled recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01410","actor":"rep_14","timestamp":"2026-01-28T11:13:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01410:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01410)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01410\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01410\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01411","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-02-09T18:54:00.000Z","closed_at":"2026-02-09T20:11:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($193k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01411","actor":"rep_20","timestamp":"2026-02-09T18:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01411:00","content":"Operational trigger received from hubspot for Catalyst Software ($193k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$193k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01411","actor":"rep_20","timestamp":"2026-02-09T18:59:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01411:01","content":"stalled deal flagged recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01411","actor":"rep_20","timestamp":"2026-02-09T19:10:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01411:02","content":"activity reviewed recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01411","actor":"rep_20","timestamp":"2026-02-09T19:06:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01411:03","content":"objection classified recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01411","actor":"rep_20","timestamp":"2026-02-09T19:22:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01411:04","content":"signal checked recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01411","actor":"rep_20","timestamp":"2026-02-09T19:19:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01411:05","content":"message drafted recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01411","actor":"rep_20","timestamp":"2026-02-09T19:12:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01411:06","content":"reengagement scheduled recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01411","actor":"rep_20","timestamp":"2026-02-09T20:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01411:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01411)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01411\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01411\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01412","actor":"rep_06","actor_name":"Marcus Vance","company":"Vanguard Financial","opened_at":"2026-02-14T12:40:00.000Z","closed_at":"2026-02-14T13:36:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($91k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01412","actor":"rep_06","timestamp":"2026-02-14T12:40:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01412:00","content":"Operational trigger received from hubspot for Vanguard Financial ($91k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$91k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01412","actor":"rep_06","timestamp":"2026-02-14T12:48:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01412:01","content":"stalled deal flagged recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01412","actor":"rep_06","timestamp":"2026-02-14T12:54:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01412:02","content":"activity reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01412","actor":"rep_06","timestamp":"2026-02-14T13:04:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01412:03","content":"objection classified recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01412","actor":"rep_06","timestamp":"2026-02-14T13:08:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01412:04","content":"signal checked recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01412","actor":"rep_06","timestamp":"2026-02-14T13:20:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01412:05","content":"message drafted recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01412","actor":"rep_06","timestamp":"2026-02-14T13:16:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01412:06","content":"reengagement scheduled recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01412","actor":"rep_06","timestamp":"2026-02-14T13:36:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01412:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01412)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01412\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":135,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01412\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01413","actor":"rep_32","actor_name":"Liam O'Connor","company":"CloudScale Data","opened_at":"2026-01-04T09:58:00.000Z","closed_at":"2026-01-04T10:54:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($117k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01413","actor":"rep_32","timestamp":"2026-01-04T09:58:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01413:00","content":"Operational trigger received from hubspot for CloudScale Data ($117k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":170,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$117k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01413","actor":"rep_32","timestamp":"2026-01-04T10:03:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01413:01","content":"stalled deal flagged recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01413","actor":"rep_32","timestamp":"2026-01-04T10:10:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01413:02","content":"activity reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01413","actor":"rep_32","timestamp":"2026-01-04T10:28:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01413:03","content":"objection classified recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"objection_classified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01413","actor":"rep_32","timestamp":"2026-01-04T10:22:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01413:04","content":"signal checked recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"signal_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01413","actor":"rep_32","timestamp":"2026-01-04T10:23:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01413:05","content":"message drafted recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01413","actor":"rep_32","timestamp":"2026-01-04T10:52:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01413:06","content":"reengagement scheduled recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01413","actor":"rep_32","timestamp":"2026-01-04T10:54:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01413:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01413)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01413\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":187,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01413\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01414","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-02-25T19:22:00.000Z","closed_at":"2026-02-25T20:04:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($182k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01414","actor":"rep_19","timestamp":"2026-02-25T19:22:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01414:00","content":"Operational trigger received from hubspot for Pinnacle Media ($182k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":102,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$182k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01414","actor":"rep_19","timestamp":"2026-02-25T19:32:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01414:01","content":"stalled deal flagged recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01414","actor":"rep_19","timestamp":"2026-02-25T19:42:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01414:02","content":"activity reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01414","actor":"rep_19","timestamp":"2026-02-25T19:49:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01414:03","content":"objection classified recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01414","actor":"rep_19","timestamp":"2026-02-25T19:34:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01414:04","content":"signal checked recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01414","actor":"rep_19","timestamp":"2026-02-25T20:12:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01414:05","content":"message drafted recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01414","actor":"rep_19","timestamp":"2026-02-25T20:28:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01414:06","content":"reengagement scheduled recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01414","actor":"rep_19","timestamp":"2026-02-25T20:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01414:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01414)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01414\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01414\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01415","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-02-26T12:38:00.000Z","closed_at":"2026-02-26T13:27:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($334k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01415","actor":"rep_11","timestamp":"2026-02-26T12:38:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01415:00","content":"Operational trigger received from hubspot for CloudScale Data ($334k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":277,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$334k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01415","actor":"rep_11","timestamp":"2026-02-26T12:49:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01415:01","content":"stalled deal flagged recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01415","actor":"rep_11","timestamp":"2026-02-26T12:46:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01415:02","content":"activity reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01415","actor":"rep_11","timestamp":"2026-02-26T13:11:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01415:03","content":"objection classified recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"objection_classified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01415","actor":"rep_11","timestamp":"2026-02-26T12:50:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01415:04","content":"signal checked recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"signal_checked","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01415","actor":"rep_11","timestamp":"2026-02-26T12:53:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01415:05","content":"message drafted recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01415","actor":"rep_11","timestamp":"2026-02-26T13:26:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01415:06","content":"reengagement scheduled recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01415","actor":"rep_11","timestamp":"2026-02-26T13:27:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01415:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01415)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01415\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01415\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01416","actor":"rep_06","actor_name":"Marcus Vance","company":"Vertex Cyber","opened_at":"2026-02-10T19:25:00.000Z","closed_at":"2026-02-10T19:53:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($318k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01416","actor":"rep_06","timestamp":"2026-02-10T19:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01416:00","content":"Operational trigger received from hubspot for Vertex Cyber ($318k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$318k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01416","actor":"rep_06","timestamp":"2026-02-10T19:30:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01416:01","content":"stalled deal flagged recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01416","actor":"rep_06","timestamp":"2026-02-10T19:35:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01416:02","content":"activity reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01416","actor":"rep_06","timestamp":"2026-02-10T19:52:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01416:03","content":"objection classified recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01416","actor":"rep_06","timestamp":"2026-02-10T20:05:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01416:04","content":"signal checked recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01416","actor":"rep_06","timestamp":"2026-02-10T20:15:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01416:05","content":"message drafted recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01416","actor":"rep_06","timestamp":"2026-02-10T20:01:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01416:06","content":"reengagement scheduled recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01416","actor":"rep_06","timestamp":"2026-02-10T19:53:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01416:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01416)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01416\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01416\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01417","actor":"rep_20","actor_name":"Maya Patel","company":"Nexus AI","opened_at":"2026-03-26T07:34:00.000Z","closed_at":"2026-03-26T08:02:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($392k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01417","actor":"rep_20","timestamp":"2026-03-26T07:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01417:00","content":"Operational trigger received from hubspot for Nexus AI ($392k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":89,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$392k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01417","actor":"rep_20","timestamp":"2026-03-26T07:39:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01417:01","content":"stalled deal flagged recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01417","actor":"rep_20","timestamp":"2026-03-26T07:40:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01417:02","content":"activity reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01417","actor":"rep_20","timestamp":"2026-03-26T07:49:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01417:03","content":"objection classified recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01417","actor":"rep_20","timestamp":"2026-03-26T08:10:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01417:04","content":"signal checked recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01417","actor":"rep_20","timestamp":"2026-03-26T08:29:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01417:05","content":"message drafted recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01417","actor":"rep_20","timestamp":"2026-03-26T08:22:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01417:06","content":"reengagement scheduled recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01417","actor":"rep_20","timestamp":"2026-03-26T08:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01417:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01417)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01417\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":246,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01417\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01418","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-02-14T05:04:00.000Z","closed_at":"2026-02-14T05:53:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($161k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01418","actor":"rep_25","timestamp":"2026-02-14T05:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01418:00","content":"Operational trigger received from hubspot for Stripe Technologies ($161k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$161k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01418","actor":"rep_25","timestamp":"2026-02-14T05:12:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01418:01","content":"stalled deal flagged recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01418","actor":"rep_25","timestamp":"2026-02-14T05:20:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01418:02","content":"activity reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01418","actor":"rep_25","timestamp":"2026-02-14T05:37:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01418:03","content":"objection classified recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01418","actor":"rep_25","timestamp":"2026-02-14T05:44:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01418:04","content":"signal checked recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01418","actor":"rep_25","timestamp":"2026-02-14T05:24:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01418:05","content":"message drafted recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01418","actor":"rep_25","timestamp":"2026-02-14T05:46:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01418:06","content":"reengagement scheduled recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01418","actor":"rep_25","timestamp":"2026-02-14T05:53:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01418:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01418)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01418\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":140,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01418\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01419","actor":"rep_20","actor_name":"Maya Patel","company":"NovaBio Labs","opened_at":"2026-01-01T22:11:00.000Z","closed_at":"2026-01-01T23:07:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($329k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01419","actor":"rep_20","timestamp":"2026-01-01T22:11:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01419:00","content":"Operational trigger received from hubspot for NovaBio Labs ($329k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$329k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01419","actor":"rep_20","timestamp":"2026-01-01T22:22:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01419:01","content":"stalled deal flagged recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01419","actor":"rep_20","timestamp":"2026-01-01T22:23:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01419:02","content":"activity reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01419","actor":"rep_20","timestamp":"2026-01-01T22:20:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01419:03","content":"objection classified recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_classified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01419","actor":"rep_20","timestamp":"2026-01-01T22:27:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01419:04","content":"signal checked recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"signal_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01419","actor":"rep_20","timestamp":"2026-01-01T22:51:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01419:05","content":"message drafted recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01419","actor":"rep_20","timestamp":"2026-01-01T22:47:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01419:06","content":"reengagement scheduled recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01419","actor":"rep_20","timestamp":"2026-01-01T23:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01419:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01419)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01419\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":209,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01419\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01420","actor":"rep_11","actor_name":"David Kim","company":"Nexus AI","opened_at":"2026-02-03T19:19:00.000Z","closed_at":"2026-02-03T20:08:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($126k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01420","actor":"rep_11","timestamp":"2026-02-03T19:19:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01420:00","content":"Operational trigger received from hubspot for Nexus AI ($126k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":192,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$126k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01420","actor":"rep_11","timestamp":"2026-02-03T19:29:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01420:01","content":"stalled deal flagged recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01420","actor":"rep_11","timestamp":"2026-02-03T19:31:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01420:02","content":"activity reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01420","actor":"rep_11","timestamp":"2026-02-03T19:43:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01420:03","content":"objection classified recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01420","actor":"rep_11","timestamp":"2026-02-03T19:51:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01420:04","content":"signal checked recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01420","actor":"rep_11","timestamp":"2026-02-03T20:09:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01420:05","content":"message drafted recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01420","actor":"rep_11","timestamp":"2026-02-03T20:01:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01420:06","content":"reengagement scheduled recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01420","actor":"rep_11","timestamp":"2026-02-03T20:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01420:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01420)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01420\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":119,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01420\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01421","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-01-27T05:17:00.000Z","closed_at":"2026-01-27T06:06:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($413k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01421","actor":"rep_20","timestamp":"2026-01-27T05:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01421:00","content":"Operational trigger received from hubspot for Vertex Cyber ($413k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":259,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01421","actor":"rep_20","timestamp":"2026-01-27T05:23:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01421:01","content":"stalled deal flagged recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01421","actor":"rep_20","timestamp":"2026-01-27T05:29:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01421:02","content":"activity reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01421","actor":"rep_20","timestamp":"2026-01-27T05:41:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01421:03","content":"objection classified recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01421","actor":"rep_20","timestamp":"2026-01-27T05:41:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01421:04","content":"signal checked recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01421","actor":"rep_20","timestamp":"2026-01-27T05:42:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01421:05","content":"message drafted recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01421","actor":"rep_20","timestamp":"2026-01-27T05:59:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01421:06","content":"reengagement scheduled recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01421","actor":"rep_20","timestamp":"2026-01-27T06:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01421:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01421)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01421\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01421\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01422","actor":"rep_37","actor_name":"Sophia Zhang","company":"Pinnacle Media","opened_at":"2026-03-25T05:02:00.000Z","closed_at":"2026-03-25T05:30:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($386k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01422","actor":"rep_37","timestamp":"2026-03-25T05:02:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01422:00","content":"Operational trigger received from hubspot for Pinnacle Media ($386k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":281,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$386k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01422","actor":"rep_37","timestamp":"2026-03-25T05:13:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01422:01","content":"stalled deal flagged recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01422","actor":"rep_37","timestamp":"2026-03-25T05:08:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01422:02","content":"activity reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01422","actor":"rep_37","timestamp":"2026-03-25T05:29:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01422:03","content":"objection classified recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01422","actor":"rep_37","timestamp":"2026-03-25T05:34:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01422:04","content":"signal checked recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01422","actor":"rep_37","timestamp":"2026-03-25T05:37:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01422:05","content":"message drafted recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01422","actor":"rep_37","timestamp":"2026-03-25T05:38:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01422:06","content":"reengagement scheduled recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01422","actor":"rep_37","timestamp":"2026-03-25T05:30:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01422:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01422)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01422\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":106,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01422\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01423","actor":"rep_32","actor_name":"Liam O'Connor","company":"NovaBio Labs","opened_at":"2026-03-04T04:01:00.000Z","closed_at":"2026-03-04T04:22:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($53k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01423","actor":"rep_32","timestamp":"2026-03-04T04:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01423:00","content":"Operational trigger received from hubspot for NovaBio Labs ($53k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$53k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01423","actor":"rep_32","timestamp":"2026-03-04T04:04:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01423:01","content":"stalled deal flagged recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01423","actor":"rep_32","timestamp":"2026-03-04T04:13:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01423:02","content":"activity reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01423","actor":"rep_32","timestamp":"2026-03-04T04:16:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01423:03","content":"objection classified recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_classified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01423","actor":"rep_32","timestamp":"2026-03-04T04:33:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01423:04","content":"signal checked recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"signal_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01423","actor":"rep_32","timestamp":"2026-03-04T04:16:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01423:05","content":"message drafted recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01423","actor":"rep_32","timestamp":"2026-03-04T05:07:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01423:06","content":"reengagement scheduled recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01423","actor":"rep_32","timestamp":"2026-03-04T04:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01423:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01423)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01423\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":63,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01423\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01424","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-01-16T12:05:00.000Z","closed_at":"2026-01-16T12:26:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($183k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01424","actor":"rep_31","timestamp":"2026-01-16T12:05:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01424:00","content":"Operational trigger received from hubspot for Beacon Energy ($183k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":63,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$183k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01424","actor":"rep_31","timestamp":"2026-01-16T12:09:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01424:01","content":"stalled deal flagged recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01424","actor":"rep_31","timestamp":"2026-01-16T12:19:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01424:02","content":"activity reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01424","actor":"rep_31","timestamp":"2026-01-16T12:38:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01424:03","content":"objection classified recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01424","actor":"rep_31","timestamp":"2026-01-16T12:49:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01424:04","content":"signal checked recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01424","actor":"rep_31","timestamp":"2026-01-16T12:55:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01424:05","content":"message drafted recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01424","actor":"rep_31","timestamp":"2026-01-16T13:11:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01424:06","content":"reengagement scheduled recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01424","actor":"rep_31","timestamp":"2026-01-16T12:26:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01424:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01424)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01424\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":164,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01424\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01425","actor":"rep_37","actor_name":"Sophia Zhang","company":"FinTech Global","opened_at":"2026-03-30T00:32:00.000Z","closed_at":"2026-03-30T01:49:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($414k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01425","actor":"rep_37","timestamp":"2026-03-30T00:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01425:00","content":"Operational trigger received from hubspot for FinTech Global ($414k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$414k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01425","actor":"rep_37","timestamp":"2026-03-30T00:35:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01425:01","content":"stalled deal flagged recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01425","actor":"rep_37","timestamp":"2026-03-30T00:44:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01425:02","content":"activity reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01425","actor":"rep_37","timestamp":"2026-03-30T01:02:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01425:03","content":"objection classified recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01425","actor":"rep_37","timestamp":"2026-03-30T01:04:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01425:04","content":"signal checked recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"signal_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01425","actor":"rep_37","timestamp":"2026-03-30T01:02:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01425:05","content":"message drafted recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01425","actor":"rep_37","timestamp":"2026-03-30T01:02:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01425:06","content":"reengagement scheduled recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01425","actor":"rep_37","timestamp":"2026-03-30T01:49:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01425:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01425)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01425\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":175,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01425\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01426","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-02-22T11:18:00.000Z","closed_at":"2026-02-22T12:14:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($315k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01426","actor":"rep_32","timestamp":"2026-02-22T11:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01426:00","content":"Operational trigger received from hubspot for Nexus AI ($315k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$315k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01426","actor":"rep_32","timestamp":"2026-02-22T11:29:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01426:01","content":"stalled deal flagged recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01426","actor":"rep_32","timestamp":"2026-02-22T11:40:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01426:02","content":"activity reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01426","actor":"rep_32","timestamp":"2026-02-22T11:42:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01426:03","content":"objection classified recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01426","actor":"rep_32","timestamp":"2026-02-22T11:46:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01426:04","content":"signal checked recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01426","actor":"rep_32","timestamp":"2026-02-22T12:13:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01426:05","content":"message drafted recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01426","actor":"rep_32","timestamp":"2026-02-22T12:12:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01426:06","content":"reengagement scheduled recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01426","actor":"rep_32","timestamp":"2026-02-22T12:14:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01426:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01426)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01426\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":174,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01426\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01427","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-03-06T21:31:00.000Z","closed_at":"2026-03-06T22:06:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($269k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01427","actor":"rep_37","timestamp":"2026-03-06T21:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01427:00","content":"Operational trigger received from hubspot for Acme Health Systems ($269k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":138,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$269k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01427","actor":"rep_37","timestamp":"2026-03-06T21:38:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01427:01","content":"stalled deal flagged recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01427","actor":"rep_37","timestamp":"2026-03-06T21:39:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01427:02","content":"activity reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01427","actor":"rep_37","timestamp":"2026-03-06T21:46:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01427:03","content":"objection classified recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01427","actor":"rep_37","timestamp":"2026-03-06T21:55:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01427:04","content":"signal checked recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01427","actor":"rep_37","timestamp":"2026-03-06T22:01:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01427:05","content":"message drafted recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01427","actor":"rep_37","timestamp":"2026-03-06T22:31:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01427:06","content":"reengagement scheduled recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01427","actor":"rep_37","timestamp":"2026-03-06T22:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01427:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01427)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01427\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":228,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01427\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01428","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-02-02T16:42:00.000Z","closed_at":"2026-02-02T17:59:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($213k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01428","actor":"rep_14","timestamp":"2026-02-02T16:42:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01428:00","content":"Operational trigger received from hubspot for NovaBio Labs ($213k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$213k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01428","actor":"rep_14","timestamp":"2026-02-02T16:53:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01428:01","content":"stalled deal flagged recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01428","actor":"rep_14","timestamp":"2026-02-02T16:50:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01428:02","content":"activity reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01428","actor":"rep_14","timestamp":"2026-02-02T17:15:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01428:03","content":"objection classified recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_classified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01428","actor":"rep_14","timestamp":"2026-02-02T17:06:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01428:04","content":"signal checked recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"signal_checked","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01428","actor":"rep_14","timestamp":"2026-02-02T17:12:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01428:05","content":"message drafted recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01428","actor":"rep_14","timestamp":"2026-02-02T17:30:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01428:06","content":"reengagement scheduled recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01428","actor":"rep_14","timestamp":"2026-02-02T17:59:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01428:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01428)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01428\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01428\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01429","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-03-17T23:34:00.000Z","closed_at":"2026-03-18T00:23:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($142k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01429","actor":"rep_32","timestamp":"2026-03-17T23:34:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01429:00","content":"Operational trigger received from hubspot for FinTech Global ($142k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":153,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$142k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01429","actor":"rep_32","timestamp":"2026-03-17T23:39:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01429:01","content":"stalled deal flagged recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01429","actor":"rep_32","timestamp":"2026-03-17T23:52:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01429:02","content":"activity reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01429","actor":"rep_32","timestamp":"2026-03-18T00:01:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01429:03","content":"objection classified recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01429","actor":"rep_32","timestamp":"2026-03-18T00:10:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01429:04","content":"signal checked recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"signal_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01429","actor":"rep_32","timestamp":"2026-03-18T00:04:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01429:05","content":"message drafted recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01429","actor":"rep_32","timestamp":"2026-03-17T23:52:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01429:06","content":"reengagement scheduled recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01429","actor":"rep_32","timestamp":"2026-03-18T00:23:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01429:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01429)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01429\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":78,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01429\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01430","actor":"rep_06","actor_name":"Marcus Vance","company":"Nexus AI","opened_at":"2026-01-10T17:41:00.000Z","closed_at":"2026-01-10T18:02:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($194k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01430","actor":"rep_06","timestamp":"2026-01-10T17:41:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01430:00","content":"Operational trigger received from hubspot for Nexus AI ($194k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":234,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$194k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01430","actor":"rep_06","timestamp":"2026-01-10T17:50:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01430:01","content":"stalled deal flagged recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01430","actor":"rep_06","timestamp":"2026-01-10T17:49:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01430:02","content":"activity reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01430","actor":"rep_06","timestamp":"2026-01-10T18:05:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01430:03","content":"objection classified recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01430","actor":"rep_06","timestamp":"2026-01-10T18:01:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01430:04","content":"signal checked recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01430","actor":"rep_06","timestamp":"2026-01-10T18:16:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01430:05","content":"message drafted recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01430","actor":"rep_06","timestamp":"2026-01-10T17:59:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01430:06","content":"reengagement scheduled recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01430","actor":"rep_06","timestamp":"2026-01-10T18:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01430:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01430)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01430\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01430\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01431","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-03-31T04:10:00.000Z","closed_at":"2026-03-31T04:38:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($136k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01431","actor":"rep_31","timestamp":"2026-03-31T04:10:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01431:00","content":"Operational trigger received from hubspot for Sentinel Networks ($136k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":148,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$136k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01431","actor":"rep_31","timestamp":"2026-03-31T04:20:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01431:01","content":"stalled deal flagged recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01431","actor":"rep_31","timestamp":"2026-03-31T04:28:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01431:02","content":"activity reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01431","actor":"rep_31","timestamp":"2026-03-31T04:43:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01431:03","content":"objection classified recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01431","actor":"rep_31","timestamp":"2026-03-31T04:38:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01431:04","content":"signal checked recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01431","actor":"rep_31","timestamp":"2026-03-31T04:55:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01431:05","content":"message drafted recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01431","actor":"rep_31","timestamp":"2026-03-31T04:28:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01431:06","content":"reengagement scheduled recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01431","actor":"rep_31","timestamp":"2026-03-31T04:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01431:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01431)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01431\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":214,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01431\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01432","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vanguard Financial","opened_at":"2026-01-14T22:39:00.000Z","closed_at":"2026-01-14T23:28:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($171k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01432","actor":"rep_37","timestamp":"2026-01-14T22:39:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01432:00","content":"Operational trigger received from hubspot for Vanguard Financial ($171k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$171k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01432","actor":"rep_37","timestamp":"2026-01-14T22:48:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01432:01","content":"stalled deal flagged recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01432","actor":"rep_37","timestamp":"2026-01-14T22:53:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01432:02","content":"activity reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01432","actor":"rep_37","timestamp":"2026-01-14T23:09:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01432:03","content":"objection classified recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01432","actor":"rep_37","timestamp":"2026-01-14T22:55:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01432:04","content":"signal checked recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01432","actor":"rep_37","timestamp":"2026-01-14T23:29:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01432:05","content":"message drafted recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01432","actor":"rep_37","timestamp":"2026-01-14T23:33:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01432:06","content":"reengagement scheduled recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01432","actor":"rep_37","timestamp":"2026-01-14T23:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01432:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01432)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01432\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":196,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01432\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01433","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-03-07T20:41:00.000Z","closed_at":"2026-03-07T21:58:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($261k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01433","actor":"rep_32","timestamp":"2026-03-07T20:41:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01433:00","content":"Operational trigger received from hubspot for Vanguard Financial ($261k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$261k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01433","actor":"rep_32","timestamp":"2026-03-07T20:45:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01433:01","content":"stalled deal flagged recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01433","actor":"rep_32","timestamp":"2026-03-07T20:57:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01433:02","content":"activity reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01433","actor":"rep_32","timestamp":"2026-03-07T20:56:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01433:03","content":"objection classified recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01433","actor":"rep_32","timestamp":"2026-03-07T21:09:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01433:04","content":"signal checked recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01433","actor":"rep_32","timestamp":"2026-03-07T21:06:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01433:05","content":"message drafted recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01433","actor":"rep_32","timestamp":"2026-03-07T21:11:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01433:06","content":"reengagement scheduled recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01433","actor":"rep_32","timestamp":"2026-03-07T21:58:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01433:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01433)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01433\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01433\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01434","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-01-15T16:01:00.000Z","closed_at":"2026-01-15T16:29:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($209k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01434","actor":"rep_14","timestamp":"2026-01-15T16:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01434:00","content":"Operational trigger received from hubspot for Apex Retail Group ($209k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":112,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$209k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01434","actor":"rep_14","timestamp":"2026-01-15T16:10:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01434:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01434","actor":"rep_14","timestamp":"2026-01-15T16:11:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01434:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01434","actor":"rep_14","timestamp":"2026-01-15T16:10:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01434:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01434","actor":"rep_14","timestamp":"2026-01-15T16:33:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01434:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01434","actor":"rep_14","timestamp":"2026-01-15T16:21:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01434:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01434","actor":"rep_14","timestamp":"2026-01-15T16:37:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01434:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01434","actor":"rep_14","timestamp":"2026-01-15T16:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01434:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01434)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01434\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01434\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01435","actor":"rep_19","actor_name":"James Wilson","company":"FinTech Global","opened_at":"2026-01-31T14:48:00.000Z","closed_at":"2026-01-31T15:51:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($240k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01435","actor":"rep_19","timestamp":"2026-01-31T14:48:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01435:00","content":"Operational trigger received from hubspot for FinTech Global ($240k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":226,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$240k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01435","actor":"rep_19","timestamp":"2026-01-31T14:59:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01435:01","content":"stalled deal flagged recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01435","actor":"rep_19","timestamp":"2026-01-31T15:00:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01435:02","content":"activity reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01435","actor":"rep_19","timestamp":"2026-01-31T15:06:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01435:03","content":"objection classified recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01435","actor":"rep_19","timestamp":"2026-01-31T15:12:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01435:04","content":"signal checked recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"signal_checked","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01435","actor":"rep_19","timestamp":"2026-01-31T15:13:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01435:05","content":"message drafted recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01435","actor":"rep_19","timestamp":"2026-01-31T15:18:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01435:06","content":"reengagement scheduled recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01435","actor":"rep_19","timestamp":"2026-01-31T15:51:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01435:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01435)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01435\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":82,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01435\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01436","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-03-11T17:32:00.000Z","closed_at":"2026-03-11T18:14:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($332k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01436","actor":"rep_09","timestamp":"2026-03-11T17:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01436:00","content":"Operational trigger received from hubspot for Vanguard Financial ($332k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$332k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01436","actor":"rep_09","timestamp":"2026-03-11T17:36:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01436:01","content":"stalled deal flagged recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01436","actor":"rep_09","timestamp":"2026-03-11T17:42:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01436:02","content":"activity reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01436","actor":"rep_09","timestamp":"2026-03-11T17:50:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01436:03","content":"objection classified recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01436","actor":"rep_09","timestamp":"2026-03-11T18:08:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01436:04","content":"signal checked recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01436","actor":"rep_09","timestamp":"2026-03-11T18:22:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01436:05","content":"message drafted recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01436","actor":"rep_09","timestamp":"2026-03-11T17:56:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01436:06","content":"reengagement scheduled recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01436","actor":"rep_09","timestamp":"2026-03-11T18:14:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01436:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01436)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01436\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":236,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01436\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01437","actor":"rep_32","actor_name":"Liam O'Connor","company":"Beacon Energy","opened_at":"2026-02-20T16:23:00.000Z","closed_at":"2026-02-20T16:51:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($132k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01437","actor":"rep_32","timestamp":"2026-02-20T16:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01437:00","content":"Operational trigger received from hubspot for Beacon Energy ($132k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":277,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$132k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01437","actor":"rep_32","timestamp":"2026-02-20T16:34:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01437:01","content":"stalled deal flagged recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01437","actor":"rep_32","timestamp":"2026-02-20T16:33:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01437:02","content":"activity reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01437","actor":"rep_32","timestamp":"2026-02-20T16:53:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01437:03","content":"objection classified recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01437","actor":"rep_32","timestamp":"2026-02-20T16:47:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01437:04","content":"signal checked recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01437","actor":"rep_32","timestamp":"2026-02-20T16:38:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01437:05","content":"message drafted recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01437","actor":"rep_32","timestamp":"2026-02-20T16:47:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01437:06","content":"reengagement scheduled recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01437","actor":"rep_32","timestamp":"2026-02-20T16:51:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01437:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01437)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01437\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01437\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01438","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-01-15T15:02:00.000Z","closed_at":"2026-01-15T15:30:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($175k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01438","actor":"rep_32","timestamp":"2026-01-15T15:02:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01438:00","content":"Operational trigger received from hubspot for Vanguard Financial ($175k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":56,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$175k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01438","actor":"rep_32","timestamp":"2026-01-15T15:10:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01438:01","content":"stalled deal flagged recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01438","actor":"rep_32","timestamp":"2026-01-15T15:22:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01438:02","content":"activity reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01438","actor":"rep_32","timestamp":"2026-01-15T15:29:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01438:03","content":"objection classified recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01438","actor":"rep_32","timestamp":"2026-01-15T15:14:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01438:04","content":"signal checked recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01438","actor":"rep_32","timestamp":"2026-01-15T15:17:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01438:05","content":"message drafted recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01438","actor":"rep_32","timestamp":"2026-01-15T15:56:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01438:06","content":"reengagement scheduled recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01438","actor":"rep_32","timestamp":"2026-01-15T15:30:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01438:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01438)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01438\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01438\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01439","actor":"rep_19","actor_name":"James Wilson","company":"Meridian Logistics","opened_at":"2026-02-06T19:30:00.000Z","closed_at":"2026-02-06T20:40:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($186k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01439","actor":"rep_19","timestamp":"2026-02-06T19:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01439:00","content":"Operational trigger received from hubspot for Meridian Logistics ($186k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":256,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$186k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01439","actor":"rep_19","timestamp":"2026-02-06T19:36:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01439:01","content":"stalled deal flagged recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01439","actor":"rep_19","timestamp":"2026-02-06T19:52:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01439:02","content":"activity reviewed recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01439","actor":"rep_19","timestamp":"2026-02-06T20:03:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01439:03","content":"objection classified recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01439","actor":"rep_19","timestamp":"2026-02-06T19:42:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01439:04","content":"signal checked recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01439","actor":"rep_19","timestamp":"2026-02-06T20:05:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01439:05","content":"message drafted recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01439","actor":"rep_19","timestamp":"2026-02-06T20:30:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01439:06","content":"reengagement scheduled recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01439","actor":"rep_19","timestamp":"2026-02-06T20:40:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01439:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01439)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01439\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01439\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01440","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vanguard Financial","opened_at":"2026-03-03T04:31:00.000Z","closed_at":"2026-03-03T05:34:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($99k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01440","actor":"rep_37","timestamp":"2026-03-03T04:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01440:00","content":"Operational trigger received from hubspot for Vanguard Financial ($99k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":76,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$99k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01440","actor":"rep_37","timestamp":"2026-03-03T04:38:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01440:01","content":"stalled deal flagged recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01440","actor":"rep_37","timestamp":"2026-03-03T04:45:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01440:02","content":"activity reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01440","actor":"rep_37","timestamp":"2026-03-03T04:46:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01440:03","content":"objection classified recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01440","actor":"rep_37","timestamp":"2026-03-03T04:43:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01440:04","content":"signal checked recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01440","actor":"rep_37","timestamp":"2026-03-03T05:21:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01440:05","content":"message drafted recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01440","actor":"rep_37","timestamp":"2026-03-03T05:37:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01440:06","content":"reengagement scheduled recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01440","actor":"rep_37","timestamp":"2026-03-03T05:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01440:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01440)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01440\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":156,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01440\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01441","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-03-01T15:10:00.000Z","closed_at":"2026-03-01T15:31:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($66k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01441","actor":"rep_37","timestamp":"2026-03-01T15:10:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01441:00","content":"Operational trigger received from hubspot for Apex Retail Group ($66k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":193,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$66k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01441","actor":"rep_37","timestamp":"2026-03-01T15:18:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01441:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01441","actor":"rep_37","timestamp":"2026-03-01T15:22:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01441:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01441","actor":"rep_37","timestamp":"2026-03-01T15:43:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01441:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01441","actor":"rep_37","timestamp":"2026-03-01T15:46:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01441:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01441","actor":"rep_37","timestamp":"2026-03-01T15:25:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01441:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01441","actor":"rep_37","timestamp":"2026-03-01T15:28:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01441:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01441","actor":"rep_37","timestamp":"2026-03-01T15:31:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01441:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01441)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01441\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":100,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01441\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01442","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-03-16T15:16:00.000Z","closed_at":"2026-03-16T15:58:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($366k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01442","actor":"rep_01","timestamp":"2026-03-16T15:16:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01442:00","content":"Operational trigger received from hubspot for Vanguard Financial ($366k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":246,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$366k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01442","actor":"rep_01","timestamp":"2026-03-16T15:25:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01442:01","content":"stalled deal flagged recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01442","actor":"rep_01","timestamp":"2026-03-16T15:36:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01442:02","content":"activity reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01442","actor":"rep_01","timestamp":"2026-03-16T15:43:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01442:03","content":"objection classified recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01442","actor":"rep_01","timestamp":"2026-03-16T15:40:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01442:04","content":"signal checked recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01442","actor":"rep_01","timestamp":"2026-03-16T16:01:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01442:05","content":"message drafted recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01442","actor":"rep_01","timestamp":"2026-03-16T15:40:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01442:06","content":"reengagement scheduled recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01442","actor":"rep_01","timestamp":"2026-03-16T15:58:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01442:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01442)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01442\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01442\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01443","actor":"rep_06","actor_name":"Marcus Vance","company":"OmniChannel Inc","opened_at":"2026-03-06T17:58:00.000Z","closed_at":"2026-03-06T18:40:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($327k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01443","actor":"rep_06","timestamp":"2026-03-06T17:58:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01443:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($327k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":267,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$327k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01443","actor":"rep_06","timestamp":"2026-03-06T18:02:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01443:01","content":"stalled deal flagged recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01443","actor":"rep_06","timestamp":"2026-03-06T18:04:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01443:02","content":"activity reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01443","actor":"rep_06","timestamp":"2026-03-06T18:19:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01443:03","content":"objection classified recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_classified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01443","actor":"rep_06","timestamp":"2026-03-06T18:26:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01443:04","content":"signal checked recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"signal_checked","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01443","actor":"rep_06","timestamp":"2026-03-06T18:13:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01443:05","content":"message drafted recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01443","actor":"rep_06","timestamp":"2026-03-06T18:28:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01443:06","content":"reengagement scheduled recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01443","actor":"rep_06","timestamp":"2026-03-06T18:40:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01443:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01443)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01443\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":136,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01443\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01444","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-03-09T06:21:00.000Z","closed_at":"2026-03-09T07:24:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($377k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01444","actor":"rep_14","timestamp":"2026-03-09T06:21:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01444:00","content":"Operational trigger received from hubspot for Stripe Technologies ($377k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":137,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$377k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01444","actor":"rep_14","timestamp":"2026-03-09T06:28:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01444:01","content":"stalled deal flagged recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01444","actor":"rep_14","timestamp":"2026-03-09T06:29:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01444:02","content":"activity reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01444","actor":"rep_14","timestamp":"2026-03-09T06:30:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01444:03","content":"objection classified recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01444","actor":"rep_14","timestamp":"2026-03-09T06:45:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01444:04","content":"signal checked recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01444","actor":"rep_14","timestamp":"2026-03-09T07:06:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01444:05","content":"message drafted recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01444","actor":"rep_14","timestamp":"2026-03-09T07:09:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01444:06","content":"reengagement scheduled recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01444","actor":"rep_14","timestamp":"2026-03-09T07:24:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01444:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01444)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01444\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01444\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01445","actor":"rep_14","actor_name":"Rachel Adams","company":"Catalyst Software","opened_at":"2026-03-20T08:12:00.000Z","closed_at":"2026-03-20T09:29:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($70k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01445","actor":"rep_14","timestamp":"2026-03-20T08:12:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01445:00","content":"Operational trigger received from hubspot for Catalyst Software ($70k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":165,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$70k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01445","actor":"rep_14","timestamp":"2026-03-20T08:22:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01445:01","content":"stalled deal flagged recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01445","actor":"rep_14","timestamp":"2026-03-20T08:28:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01445:02","content":"activity reviewed recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01445","actor":"rep_14","timestamp":"2026-03-20T08:39:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01445:03","content":"objection classified recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01445","actor":"rep_14","timestamp":"2026-03-20T08:56:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01445:04","content":"signal checked recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01445","actor":"rep_14","timestamp":"2026-03-20T08:52:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01445:05","content":"message drafted recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01445","actor":"rep_14","timestamp":"2026-03-20T08:42:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01445:06","content":"reengagement scheduled recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01445","actor":"rep_14","timestamp":"2026-03-20T09:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01445:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01445)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01445\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":255,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01445\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01446","actor":"rep_20","actor_name":"Maya Patel","company":"Beacon Energy","opened_at":"2026-01-04T00:25:00.000Z","closed_at":"2026-01-04T01:42:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($212k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01446","actor":"rep_20","timestamp":"2026-01-04T00:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01446:00","content":"Operational trigger received from hubspot for Beacon Energy ($212k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":53,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$212k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01446","actor":"rep_20","timestamp":"2026-01-04T00:31:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01446:01","content":"stalled deal flagged recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01446","actor":"rep_20","timestamp":"2026-01-04T00:47:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01446:02","content":"activity reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01446","actor":"rep_20","timestamp":"2026-01-04T00:46:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01446:03","content":"objection classified recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01446","actor":"rep_20","timestamp":"2026-01-04T00:53:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01446:04","content":"signal checked recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01446","actor":"rep_20","timestamp":"2026-01-04T00:40:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01446:05","content":"message drafted recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01446","actor":"rep_20","timestamp":"2026-01-04T01:13:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01446:06","content":"reengagement scheduled recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01446","actor":"rep_20","timestamp":"2026-01-04T01:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01446:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01446)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01446\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":143,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01446\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01447","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-03-10T22:32:00.000Z","closed_at":"2026-03-10T23:42:00.000Z","source":"hubspot","workflow_truth":"stalled_opportunity_reengagement","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Decide whether and how to re-engage a stalled opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($170k ARR)","information_consulted":["activity_reviewed","signal_checked"],"actions_taken":["stalled_deal_flagged","activity_reviewed","objection_classified","signal_checked","message_drafted","reengagement_scheduled"],"decision_points":["reengage_or_close"],"constraints":["suppress opted-out contacts","use a current business signal"],"final_output":"reengage_or_close","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01447","actor":"rep_25","timestamp":"2026-03-10T22:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01447:00","content":"Operational trigger received from hubspot for Apex Retail Group ($170k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":164,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$170k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01447","actor":"rep_25","timestamp":"2026-03-10T22:39:00.000Z","source":"hubspot","event_type":"stalled_deal_flagged","object":"record:crm_01447:01","content":"stalled deal flagged recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"stalled_deal_flagged\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stalled_deal_flagged","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stalled_deal_flagged\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01447","actor":"rep_25","timestamp":"2026-03-10T22:40:00.000Z","source":"hubspot","event_type":"activity_reviewed","object":"record:crm_01447:02","content":"activity reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"activity_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"activity_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"activity_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01447","actor":"rep_25","timestamp":"2026-03-10T22:50:00.000Z","source":"hubspot","event_type":"objection_classified","object":"record:crm_01447:03","content":"objection classified recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"objection_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01447","actor":"rep_25","timestamp":"2026-03-10T23:00:00.000Z","source":"hubspot","event_type":"signal_checked","object":"record:crm_01447:04","content":"signal checked recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"signal_checked\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"signal_checked","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"signal_checked\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01447","actor":"rep_25","timestamp":"2026-03-10T23:17:00.000Z","source":"hubspot","event_type":"message_drafted","object":"record:crm_01447:05","content":"message drafted recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"message_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01447","actor":"rep_25","timestamp":"2026-03-10T23:02:00.000Z","source":"hubspot","event_type":"reengagement_scheduled","object":"record:crm_01447:06","content":"reengagement scheduled recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"reengagement_scheduled\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"reengagement_scheduled","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"reengagement_scheduled\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01447","actor":"rep_25","timestamp":"2026-03-10T23:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01447:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01447)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01447\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01447\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01448","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-03-09T05:33:00.000Z","closed_at":"2026-03-09T06:01:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($325k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01448","actor":"rep_37","timestamp":"2026-03-09T05:33:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01448:00","content":"Operational trigger received from gmail for Beacon Energy ($325k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":220,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$325k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01448","actor":"rep_37","timestamp":"2026-03-09T05:38:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01448:01","content":"objection received recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01448","actor":"rep_37","timestamp":"2026-03-09T05:55:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01448:02","content":"competitor identified recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01448","actor":"rep_37","timestamp":"2026-03-09T05:42:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01448:03","content":"battlecard retrieved recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01448","actor":"rep_37","timestamp":"2026-03-09T05:45:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01448:04","content":"proof point selected recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01448","actor":"rep_37","timestamp":"2026-03-09T06:23:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01448:05","content":"response drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01448","actor":"rep_37","timestamp":"2026-03-09T05:57:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01448:06","content":"response reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01448","actor":"rep_37","timestamp":"2026-03-09T06:01:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01448:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01448)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01448\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":123,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01448\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01449","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-01-04T04:53:00.000Z","closed_at":"2026-01-04T05:28:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($146k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01449","actor":"rep_31","timestamp":"2026-01-04T04:53:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01449:00","content":"Operational trigger received from gmail for Beacon Energy ($146k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":116,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$146k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01449","actor":"rep_31","timestamp":"2026-01-04T04:59:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01449:01","content":"objection received recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01449","actor":"rep_31","timestamp":"2026-01-04T05:01:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01449:02","content":"competitor identified recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01449","actor":"rep_31","timestamp":"2026-01-04T05:23:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01449:03","content":"battlecard retrieved recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01449","actor":"rep_31","timestamp":"2026-01-04T05:09:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01449:04","content":"proof point selected recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01449","actor":"rep_31","timestamp":"2026-01-04T05:38:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01449:05","content":"response drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01449","actor":"rep_31","timestamp":"2026-01-04T05:53:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01449:06","content":"response reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01449","actor":"rep_31","timestamp":"2026-01-04T05:28:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01449:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01449)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01449\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":165,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01449\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01450","actor":"rep_14","actor_name":"Rachel Adams","company":"Catalyst Software","opened_at":"2026-02-05T14:26:00.000Z","closed_at":"2026-02-05T15:08:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($330k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01450","actor":"rep_14","timestamp":"2026-02-05T14:26:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01450:00","content":"Operational trigger received from gmail for Catalyst Software ($330k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$330k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01450","actor":"rep_14","timestamp":"2026-02-05T14:37:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01450:01","content":"objection received recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"objection_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01450","actor":"rep_14","timestamp":"2026-02-05T14:44:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01450:02","content":"competitor identified recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01450","actor":"rep_14","timestamp":"2026-02-05T14:44:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01450:03","content":"battlecard retrieved recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01450","actor":"rep_14","timestamp":"2026-02-05T14:50:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01450:04","content":"proof point selected recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01450","actor":"rep_14","timestamp":"2026-02-05T15:06:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01450:05","content":"response drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01450","actor":"rep_14","timestamp":"2026-02-05T14:56:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01450:06","content":"response reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01450","actor":"rep_14","timestamp":"2026-02-05T15:08:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01450:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01450)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01450\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01450\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01451","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-03-25T14:18:00.000Z","closed_at":"2026-03-25T15:14:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($320k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01451","actor":"rep_37","timestamp":"2026-03-25T14:18:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01451:00","content":"Operational trigger received from gmail for NovaBio Labs ($320k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$320k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01451","actor":"rep_37","timestamp":"2026-03-25T14:21:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01451:01","content":"objection received recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01451","actor":"rep_37","timestamp":"2026-03-25T14:24:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01451:02","content":"competitor identified recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01451","actor":"rep_37","timestamp":"2026-03-25T14:27:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01451:03","content":"battlecard retrieved recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01451","actor":"rep_37","timestamp":"2026-03-25T14:38:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01451:04","content":"proof point selected recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01451","actor":"rep_37","timestamp":"2026-03-25T15:03:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01451:05","content":"response drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01451","actor":"rep_37","timestamp":"2026-03-25T14:36:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01451:06","content":"response reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01451","actor":"rep_37","timestamp":"2026-03-25T15:14:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01451:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01451)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01451\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":125,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01451\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01452","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-01-29T08:58:00.000Z","closed_at":"2026-01-29T09:40:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($209k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01452","actor":"rep_09","timestamp":"2026-01-29T08:58:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01452:00","content":"Operational trigger received from gmail for Catalyst Software ($209k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":112,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$209k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01452","actor":"rep_09","timestamp":"2026-01-29T09:09:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01452:01","content":"objection received recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"objection_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01452","actor":"rep_09","timestamp":"2026-01-29T09:14:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01452:02","content":"competitor identified recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01452","actor":"rep_09","timestamp":"2026-01-29T09:10:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01452:03","content":"battlecard retrieved recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01452","actor":"rep_09","timestamp":"2026-01-29T09:30:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01452:04","content":"proof point selected recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01452","actor":"rep_09","timestamp":"2026-01-29T09:43:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01452:05","content":"response drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01452","actor":"rep_09","timestamp":"2026-01-29T09:28:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01452:06","content":"response reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01452","actor":"rep_09","timestamp":"2026-01-29T09:40:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01452:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01452)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01452\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":217,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01452\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01453","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-02-10T17:41:00.000Z","closed_at":"2026-02-10T18:09:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($214k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01453","actor":"rep_01","timestamp":"2026-02-10T17:41:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01453:00","content":"Operational trigger received from gmail for Catalyst Software ($214k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":255,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$214k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01453","actor":"rep_01","timestamp":"2026-02-10T17:51:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01453:01","content":"objection received recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"objection_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01453","actor":"rep_01","timestamp":"2026-02-10T17:57:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01453:02","content":"competitor identified recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01453","actor":"rep_01","timestamp":"2026-02-10T17:56:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01453:03","content":"battlecard retrieved recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01453","actor":"rep_01","timestamp":"2026-02-10T18:05:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01453:04","content":"proof point selected recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01453","actor":"rep_01","timestamp":"2026-02-10T18:26:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01453:05","content":"response drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01453","actor":"rep_01","timestamp":"2026-02-10T18:47:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01453:06","content":"response reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01453","actor":"rep_01","timestamp":"2026-02-10T18:09:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01453:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01453)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01453\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":85,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01453\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01454","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-02-23T13:20:00.000Z","closed_at":"2026-02-23T14:09:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($285k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01454","actor":"rep_31","timestamp":"2026-02-23T13:20:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01454:00","content":"Operational trigger received from gmail for Vertex Cyber ($285k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$285k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01454","actor":"rep_31","timestamp":"2026-02-23T13:26:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01454:01","content":"objection received recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"objection_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01454","actor":"rep_31","timestamp":"2026-02-23T13:40:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01454:02","content":"competitor identified recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01454","actor":"rep_31","timestamp":"2026-02-23T13:38:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01454:03","content":"battlecard retrieved recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01454","actor":"rep_31","timestamp":"2026-02-23T13:36:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01454:04","content":"proof point selected recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01454","actor":"rep_31","timestamp":"2026-02-23T14:15:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01454:05","content":"response drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01454","actor":"rep_31","timestamp":"2026-02-23T14:02:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01454:06","content":"response reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01454","actor":"rep_31","timestamp":"2026-02-23T14:09:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01454:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01454)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01454\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01454\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01455","actor":"rep_01","actor_name":"Sarah Chen","company":"OmniChannel Inc","opened_at":"2026-02-01T15:59:00.000Z","closed_at":"2026-02-01T16:20:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($345k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01455","actor":"rep_01","timestamp":"2026-02-01T15:59:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01455:00","content":"Operational trigger received from gmail for OmniChannel Inc ($345k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$345k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01455","actor":"rep_01","timestamp":"2026-02-01T16:05:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01455:01","content":"objection received recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01455","actor":"rep_01","timestamp":"2026-02-01T16:13:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01455:02","content":"competitor identified recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01455","actor":"rep_01","timestamp":"2026-02-01T16:20:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01455:03","content":"battlecard retrieved recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01455","actor":"rep_01","timestamp":"2026-02-01T16:19:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01455:04","content":"proof point selected recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01455","actor":"rep_01","timestamp":"2026-02-01T16:44:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01455:05","content":"response drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01455","actor":"rep_01","timestamp":"2026-02-01T16:35:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01455:06","content":"response reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01455","actor":"rep_01","timestamp":"2026-02-01T16:20:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01455:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01455)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01455\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":247,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01455\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01456","actor":"rep_11","actor_name":"David Kim","company":"Beacon Energy","opened_at":"2026-03-05T15:49:00.000Z","closed_at":"2026-03-05T16:45:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($269k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01456","actor":"rep_11","timestamp":"2026-03-05T15:49:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01456:00","content":"Operational trigger received from gmail for Beacon Energy ($269k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":254,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$269k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01456","actor":"rep_11","timestamp":"2026-03-05T15:54:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01456:01","content":"objection received recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01456","actor":"rep_11","timestamp":"2026-03-05T15:57:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01456:02","content":"competitor identified recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01456","actor":"rep_11","timestamp":"2026-03-05T16:01:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01456:03","content":"battlecard retrieved recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01456","actor":"rep_11","timestamp":"2026-03-05T16:33:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01456:04","content":"proof point selected recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01456","actor":"rep_11","timestamp":"2026-03-05T16:24:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01456:05","content":"response drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01456","actor":"rep_11","timestamp":"2026-03-05T16:25:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01456:06","content":"response reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01456","actor":"rep_11","timestamp":"2026-03-05T16:45:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01456:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01456)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01456\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":141,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01456\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01457","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-01-21T11:11:00.000Z","closed_at":"2026-01-21T11:39:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($314k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01457","actor":"rep_06","timestamp":"2026-01-21T11:11:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01457:00","content":"Operational trigger received from gmail for Acme Health Systems ($314k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":148,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$314k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01457","actor":"rep_06","timestamp":"2026-01-21T11:19:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01457:01","content":"objection received recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"objection_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01457","actor":"rep_06","timestamp":"2026-01-21T11:21:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01457:02","content":"competitor identified recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01457","actor":"rep_06","timestamp":"2026-01-21T11:38:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01457:03","content":"battlecard retrieved recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01457","actor":"rep_06","timestamp":"2026-01-21T11:55:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01457:04","content":"proof point selected recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01457","actor":"rep_06","timestamp":"2026-01-21T11:26:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01457:05","content":"response drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01457","actor":"rep_06","timestamp":"2026-01-21T11:47:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01457:06","content":"response reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01457","actor":"rep_06","timestamp":"2026-01-21T11:39:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01457:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01457)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01457\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":254,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01457\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01458","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-01-23T04:40:00.000Z","closed_at":"2026-01-23T05:43:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($188k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01458","actor":"rep_25","timestamp":"2026-01-23T04:40:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01458:00","content":"Operational trigger received from gmail for Catalyst Software ($188k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":173,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$188k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01458","actor":"rep_25","timestamp":"2026-01-23T04:49:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01458:01","content":"objection received recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"objection_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01458","actor":"rep_25","timestamp":"2026-01-23T04:48:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01458:02","content":"competitor identified recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01458","actor":"rep_25","timestamp":"2026-01-23T05:13:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01458:03","content":"battlecard retrieved recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01458","actor":"rep_25","timestamp":"2026-01-23T05:12:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01458:04","content":"proof point selected recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01458","actor":"rep_25","timestamp":"2026-01-23T05:05:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01458:05","content":"response drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01458","actor":"rep_25","timestamp":"2026-01-23T05:16:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01458:06","content":"response reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01458","actor":"rep_25","timestamp":"2026-01-23T05:43:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01458:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01458)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01458\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":233,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01458\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01459","actor":"rep_19","actor_name":"James Wilson","company":"Vanguard Financial","opened_at":"2026-01-18T10:47:00.000Z","closed_at":"2026-01-18T11:29:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($427k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01459","actor":"rep_19","timestamp":"2026-01-18T10:47:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01459:00","content":"Operational trigger received from gmail for Vanguard Financial ($427k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":210,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$427k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01459","actor":"rep_19","timestamp":"2026-01-18T10:55:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01459:01","content":"objection received recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01459","actor":"rep_19","timestamp":"2026-01-18T11:01:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01459:02","content":"competitor identified recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01459","actor":"rep_19","timestamp":"2026-01-18T10:59:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01459:03","content":"battlecard retrieved recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01459","actor":"rep_19","timestamp":"2026-01-18T11:27:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01459:04","content":"proof point selected recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01459","actor":"rep_19","timestamp":"2026-01-18T11:37:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01459:05","content":"response drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01459","actor":"rep_19","timestamp":"2026-01-18T11:05:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01459:06","content":"response reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01459","actor":"rep_19","timestamp":"2026-01-18T11:29:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01459:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01459)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01459\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":154,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01459\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01460","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-03-27T21:04:00.000Z","closed_at":"2026-03-27T22:21:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($406k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01460","actor":"rep_32","timestamp":"2026-03-27T21:04:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01460:00","content":"Operational trigger received from gmail for Nexus AI ($406k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":214,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$406k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01460","actor":"rep_32","timestamp":"2026-03-27T21:13:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01460:01","content":"objection received recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01460","actor":"rep_32","timestamp":"2026-03-27T21:24:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01460:02","content":"competitor identified recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01460","actor":"rep_32","timestamp":"2026-03-27T21:19:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01460:03","content":"battlecard retrieved recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01460","actor":"rep_32","timestamp":"2026-03-27T21:20:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01460:04","content":"proof point selected recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01460","actor":"rep_32","timestamp":"2026-03-27T21:44:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01460:05","content":"response drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01460","actor":"rep_32","timestamp":"2026-03-27T21:40:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01460:06","content":"response reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01460","actor":"rep_32","timestamp":"2026-03-27T22:21:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01460:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01460)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01460\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01460\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01461","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-02-09T13:14:00.000Z","closed_at":"2026-02-09T13:42:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($145k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01461","actor":"rep_32","timestamp":"2026-02-09T13:14:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01461:00","content":"Operational trigger received from gmail for FinTech Global ($145k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":182,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$145k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01461","actor":"rep_32","timestamp":"2026-02-09T13:20:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01461:01","content":"objection received recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01461","actor":"rep_32","timestamp":"2026-02-09T13:28:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01461:02","content":"competitor identified recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01461","actor":"rep_32","timestamp":"2026-02-09T13:44:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01461:03","content":"battlecard retrieved recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01461","actor":"rep_32","timestamp":"2026-02-09T13:46:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01461:04","content":"proof point selected recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"FinTech Global\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01461","actor":"rep_32","timestamp":"2026-02-09T13:44:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01461:05","content":"response drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01461","actor":"rep_32","timestamp":"2026-02-09T14:02:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01461:06","content":"response reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01461","actor":"rep_32","timestamp":"2026-02-09T13:42:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01461:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01461)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01461\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01461\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01462","actor":"rep_14","actor_name":"Rachel Adams","company":"OmniChannel Inc","opened_at":"2026-03-20T22:43:00.000Z","closed_at":"2026-03-20T23:39:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($232k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01462","actor":"rep_14","timestamp":"2026-03-20T22:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01462:00","content":"Operational trigger received from gmail for OmniChannel Inc ($232k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$232k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01462","actor":"rep_14","timestamp":"2026-03-20T22:53:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01462:01","content":"objection received recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01462","actor":"rep_14","timestamp":"2026-03-20T22:49:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01462:02","content":"competitor identified recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01462","actor":"rep_14","timestamp":"2026-03-20T22:52:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01462:03","content":"battlecard retrieved recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01462","actor":"rep_14","timestamp":"2026-03-20T23:23:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01462:04","content":"proof point selected recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01462","actor":"rep_14","timestamp":"2026-03-20T23:28:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01462:05","content":"response drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01462","actor":"rep_14","timestamp":"2026-03-20T23:37:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01462:06","content":"response reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01462","actor":"rep_14","timestamp":"2026-03-20T23:39:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01462:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01462)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01462\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01462\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01463","actor":"rep_11","actor_name":"David Kim","company":"Nexus AI","opened_at":"2026-01-06T23:00:00.000Z","closed_at":"2026-01-06T23:56:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($278k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01463","actor":"rep_11","timestamp":"2026-01-06T23:00:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01463:00","content":"Operational trigger received from gmail for Nexus AI ($278k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":213,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$278k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01463","actor":"rep_11","timestamp":"2026-01-06T23:05:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01463:01","content":"objection received recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01463","actor":"rep_11","timestamp":"2026-01-06T23:06:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01463:02","content":"competitor identified recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01463","actor":"rep_11","timestamp":"2026-01-06T23:15:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01463:03","content":"battlecard retrieved recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01463","actor":"rep_11","timestamp":"2026-01-06T23:44:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01463:04","content":"proof point selected recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01463","actor":"rep_11","timestamp":"2026-01-06T23:15:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01463:05","content":"response drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01463","actor":"rep_11","timestamp":"2026-01-06T23:18:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01463:06","content":"response reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01463","actor":"rep_11","timestamp":"2026-01-06T23:56:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01463:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01463)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01463\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":143,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01463\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01464","actor":"rep_20","actor_name":"Maya Patel","company":"Meridian Logistics","opened_at":"2026-02-15T07:25:00.000Z","closed_at":"2026-02-15T08:35:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($153k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01464","actor":"rep_20","timestamp":"2026-02-15T07:25:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01464:00","content":"Operational trigger received from gmail for Meridian Logistics ($153k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":155,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$153k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01464","actor":"rep_20","timestamp":"2026-02-15T07:34:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01464:01","content":"objection received recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"objection_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01464","actor":"rep_20","timestamp":"2026-02-15T07:41:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01464:02","content":"competitor identified recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01464","actor":"rep_20","timestamp":"2026-02-15T07:43:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01464:03","content":"battlecard retrieved recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01464","actor":"rep_20","timestamp":"2026-02-15T07:41:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01464:04","content":"proof point selected recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01464","actor":"rep_20","timestamp":"2026-02-15T08:20:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01464:05","content":"response drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01464","actor":"rep_20","timestamp":"2026-02-15T08:01:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01464:06","content":"response reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01464","actor":"rep_20","timestamp":"2026-02-15T08:35:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01464:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01464)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01464\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":275,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01464\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01465","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-03-22T21:22:00.000Z","closed_at":"2026-03-22T22:25:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($396k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01465","actor":"rep_37","timestamp":"2026-03-22T21:22:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01465:00","content":"Operational trigger received from gmail for OmniChannel Inc ($396k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":137,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$396k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01465","actor":"rep_37","timestamp":"2026-03-22T21:26:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01465:01","content":"objection received recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01465","actor":"rep_37","timestamp":"2026-03-22T21:38:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01465:02","content":"competitor identified recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01465","actor":"rep_37","timestamp":"2026-03-22T21:46:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01465:03","content":"battlecard retrieved recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01465","actor":"rep_37","timestamp":"2026-03-22T21:58:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01465:04","content":"proof point selected recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01465","actor":"rep_37","timestamp":"2026-03-22T22:12:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01465:05","content":"response drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01465","actor":"rep_37","timestamp":"2026-03-22T22:04:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01465:06","content":"response reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01465","actor":"rep_37","timestamp":"2026-03-22T22:25:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01465:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01465)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01465\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":223,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01465\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01466","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-02-23T06:13:00.000Z","closed_at":"2026-02-23T07:09:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($457k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01466","actor":"rep_20","timestamp":"2026-02-23T06:13:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01466:00","content":"Operational trigger received from gmail for Apex Retail Group ($457k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":164,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$457k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01466","actor":"rep_20","timestamp":"2026-02-23T06:21:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01466:01","content":"objection received recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01466","actor":"rep_20","timestamp":"2026-02-23T06:23:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01466:02","content":"competitor identified recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01466","actor":"rep_20","timestamp":"2026-02-23T06:22:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01466:03","content":"battlecard retrieved recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01466","actor":"rep_20","timestamp":"2026-02-23T06:25:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01466:04","content":"proof point selected recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01466","actor":"rep_20","timestamp":"2026-02-23T06:28:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01466:05","content":"response drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01466","actor":"rep_20","timestamp":"2026-02-23T07:19:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01466:06","content":"response reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01466","actor":"rep_20","timestamp":"2026-02-23T07:09:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01466:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01466)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01466\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":191,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01466\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01467","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-03-11T01:40:00.000Z","closed_at":"2026-03-11T02:15:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($319k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01467","actor":"rep_32","timestamp":"2026-03-11T01:40:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01467:00","content":"Operational trigger received from gmail for Nexus AI ($319k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":254,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$319k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01467","actor":"rep_32","timestamp":"2026-03-11T01:44:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01467:01","content":"objection received recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01467","actor":"rep_32","timestamp":"2026-03-11T01:46:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01467:02","content":"competitor identified recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01467","actor":"rep_32","timestamp":"2026-03-11T01:49:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01467:03","content":"battlecard retrieved recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01467","actor":"rep_32","timestamp":"2026-03-11T02:16:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01467:04","content":"proof point selected recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01467","actor":"rep_32","timestamp":"2026-03-11T02:35:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01467:05","content":"response drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01467","actor":"rep_32","timestamp":"2026-03-11T02:28:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01467:06","content":"response reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01467","actor":"rep_32","timestamp":"2026-03-11T02:15:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01467:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01467)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01467\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":270,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01467\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01468","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-01-12T22:23:00.000Z","closed_at":"2026-01-12T23:05:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($440k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01468","actor":"rep_11","timestamp":"2026-01-12T22:23:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01468:00","content":"Operational trigger received from gmail for CloudScale Data ($440k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":259,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$440k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01468","actor":"rep_11","timestamp":"2026-01-12T22:30:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01468:01","content":"objection received recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"objection_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01468","actor":"rep_11","timestamp":"2026-01-12T22:39:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01468:02","content":"competitor identified recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01468","actor":"rep_11","timestamp":"2026-01-12T22:32:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01468:03","content":"battlecard retrieved recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01468","actor":"rep_11","timestamp":"2026-01-12T22:51:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01468:04","content":"proof point selected recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01468","actor":"rep_11","timestamp":"2026-01-12T23:18:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01468:05","content":"response drafted recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01468","actor":"rep_11","timestamp":"2026-01-12T22:41:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01468:06","content":"response reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01468","actor":"rep_11","timestamp":"2026-01-12T23:05:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01468:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01468)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01468\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":127,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01468\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01469","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-03-19T18:01:00.000Z","closed_at":"2026-03-19T18:50:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($287k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01469","actor":"rep_37","timestamp":"2026-03-19T18:01:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01469:00","content":"Operational trigger received from gmail for OmniChannel Inc ($287k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$287k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01469","actor":"rep_37","timestamp":"2026-03-19T18:11:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01469:01","content":"objection received recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01469","actor":"rep_37","timestamp":"2026-03-19T18:19:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01469:02","content":"competitor identified recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01469","actor":"rep_37","timestamp":"2026-03-19T18:28:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01469:03","content":"battlecard retrieved recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01469","actor":"rep_37","timestamp":"2026-03-19T18:37:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01469:04","content":"proof point selected recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01469","actor":"rep_37","timestamp":"2026-03-19T18:36:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01469:05","content":"response drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01469","actor":"rep_37","timestamp":"2026-03-19T18:55:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01469:06","content":"response reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01469","actor":"rep_37","timestamp":"2026-03-19T18:50:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01469:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01469)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01469\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":113,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01469\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01470","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-01-14T19:40:00.000Z","closed_at":"2026-01-14T20:08:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($443k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01470","actor":"rep_19","timestamp":"2026-01-14T19:40:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01470:00","content":"Operational trigger received from gmail for Aura Therapeutics ($443k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":224,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$443k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01470","actor":"rep_19","timestamp":"2026-01-14T19:43:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01470:01","content":"objection received recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"objection_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01470","actor":"rep_19","timestamp":"2026-01-14T19:50:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01470:02","content":"competitor identified recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01470","actor":"rep_19","timestamp":"2026-01-14T20:07:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01470:03","content":"battlecard retrieved recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01470","actor":"rep_19","timestamp":"2026-01-14T19:52:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01470:04","content":"proof point selected recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01470","actor":"rep_19","timestamp":"2026-01-14T20:10:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01470:05","content":"response drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01470","actor":"rep_19","timestamp":"2026-01-14T20:28:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01470:06","content":"response reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01470","actor":"rep_19","timestamp":"2026-01-14T20:08:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01470:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01470)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01470\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01470\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01471","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-03-06T00:51:00.000Z","closed_at":"2026-03-06T02:08:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($290k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01471","actor":"rep_32","timestamp":"2026-03-06T00:51:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01471:00","content":"Operational trigger received from gmail for Pinnacle Media ($290k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$290k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01471","actor":"rep_32","timestamp":"2026-03-06T00:58:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01471:01","content":"objection received recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01471","actor":"rep_32","timestamp":"2026-03-06T01:13:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01471:02","content":"competitor identified recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01471","actor":"rep_32","timestamp":"2026-03-06T01:03:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01471:03","content":"battlecard retrieved recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01471","actor":"rep_32","timestamp":"2026-03-06T01:03:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01471:04","content":"proof point selected recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01471","actor":"rep_32","timestamp":"2026-03-06T01:16:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01471:05","content":"response drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01471","actor":"rep_32","timestamp":"2026-03-06T01:39:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01471:06","content":"response reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01471","actor":"rep_32","timestamp":"2026-03-06T02:08:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01471:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01471)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01471\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":240,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01471\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01472","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-02-03T07:14:00.000Z","closed_at":"2026-02-03T07:56:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($173k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01472","actor":"rep_37","timestamp":"2026-02-03T07:14:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01472:00","content":"Operational trigger received from gmail for Nexus AI ($173k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$173k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01472","actor":"rep_37","timestamp":"2026-02-03T07:23:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01472:01","content":"objection received recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01472","actor":"rep_37","timestamp":"2026-02-03T07:20:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01472:02","content":"competitor identified recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01472","actor":"rep_37","timestamp":"2026-02-03T07:29:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01472:03","content":"battlecard retrieved recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01472","actor":"rep_37","timestamp":"2026-02-03T07:42:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01472:04","content":"proof point selected recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01472","actor":"rep_37","timestamp":"2026-02-03T07:59:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01472:05","content":"response drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01472","actor":"rep_37","timestamp":"2026-02-03T07:50:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01472:06","content":"response reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01472","actor":"rep_37","timestamp":"2026-02-03T07:56:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01472:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01472)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01472\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":137,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01472\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01473","actor":"rep_20","actor_name":"Maya Patel","company":"Meridian Logistics","opened_at":"2026-02-10T23:16:00.000Z","closed_at":"2026-02-11T00:19:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($307k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01473","actor":"rep_20","timestamp":"2026-02-10T23:16:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01473:00","content":"Operational trigger received from gmail for Meridian Logistics ($307k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$307k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01473","actor":"rep_20","timestamp":"2026-02-10T23:20:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01473:01","content":"objection received recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"objection_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01473","actor":"rep_20","timestamp":"2026-02-10T23:34:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01473:02","content":"competitor identified recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01473","actor":"rep_20","timestamp":"2026-02-10T23:25:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01473:03","content":"battlecard retrieved recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01473","actor":"rep_20","timestamp":"2026-02-11T00:00:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01473:04","content":"proof point selected recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01473","actor":"rep_20","timestamp":"2026-02-10T23:56:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01473:05","content":"response drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01473","actor":"rep_20","timestamp":"2026-02-10T23:40:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01473:06","content":"response reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01473","actor":"rep_20","timestamp":"2026-02-11T00:19:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01473:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01473)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01473\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01473\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01474","actor":"rep_11","actor_name":"David Kim","company":"Aura Therapeutics","opened_at":"2026-01-22T06:30:00.000Z","closed_at":"2026-01-22T07:05:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($324k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01474","actor":"rep_11","timestamp":"2026-01-22T06:30:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01474:00","content":"Operational trigger received from gmail for Aura Therapeutics ($324k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":58,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$324k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01474","actor":"rep_11","timestamp":"2026-01-22T06:39:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01474:01","content":"objection received recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"objection_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01474","actor":"rep_11","timestamp":"2026-01-22T06:36:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01474:02","content":"competitor identified recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01474","actor":"rep_11","timestamp":"2026-01-22T06:39:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01474:03","content":"battlecard retrieved recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01474","actor":"rep_11","timestamp":"2026-01-22T07:14:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01474:04","content":"proof point selected recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01474","actor":"rep_11","timestamp":"2026-01-22T07:10:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01474:05","content":"response drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01474","actor":"rep_11","timestamp":"2026-01-22T07:36:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01474:06","content":"response reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01474","actor":"rep_11","timestamp":"2026-01-22T07:05:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01474:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01474)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01474\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01474\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01475","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-02-27T03:14:00.000Z","closed_at":"2026-02-27T04:10:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($222k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01475","actor":"rep_32","timestamp":"2026-02-27T03:14:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01475:00","content":"Operational trigger received from gmail for Meridian Logistics ($222k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$222k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01475","actor":"rep_32","timestamp":"2026-02-27T03:23:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01475:01","content":"objection received recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"objection_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01475","actor":"rep_32","timestamp":"2026-02-27T03:22:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01475:02","content":"competitor identified recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01475","actor":"rep_32","timestamp":"2026-02-27T03:35:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01475:03","content":"battlecard retrieved recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01475","actor":"rep_32","timestamp":"2026-02-27T03:58:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01475:04","content":"proof point selected recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01475","actor":"rep_32","timestamp":"2026-02-27T03:59:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01475:05","content":"response drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01475","actor":"rep_32","timestamp":"2026-02-27T03:44:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01475:06","content":"response reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01475","actor":"rep_32","timestamp":"2026-02-27T04:10:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01475:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01475)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01475\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01475\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01476","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-01-02T02:55:00.000Z","closed_at":"2026-01-02T03:44:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($243k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01476","actor":"rep_37","timestamp":"2026-01-02T02:55:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01476:00","content":"Operational trigger received from gmail for Beacon Energy ($243k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":71,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$243k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01476","actor":"rep_37","timestamp":"2026-01-02T03:01:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01476:01","content":"objection received recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01476","actor":"rep_37","timestamp":"2026-01-02T03:09:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01476:02","content":"competitor identified recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01476","actor":"rep_37","timestamp":"2026-01-02T03:16:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01476:03","content":"battlecard retrieved recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01476","actor":"rep_37","timestamp":"2026-01-02T03:35:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01476:04","content":"proof point selected recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01476","actor":"rep_37","timestamp":"2026-01-02T03:45:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01476:05","content":"response drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01476","actor":"rep_37","timestamp":"2026-01-02T04:01:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01476:06","content":"response reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01476","actor":"rep_37","timestamp":"2026-01-02T03:44:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01476:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01476)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01476\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01476\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01477","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-01-04T21:34:00.000Z","closed_at":"2026-01-04T22:23:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($74k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01477","actor":"rep_32","timestamp":"2026-01-04T21:34:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01477:00","content":"Operational trigger received from gmail for Pinnacle Media ($74k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":138,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$74k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01477","actor":"rep_32","timestamp":"2026-01-04T21:44:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01477:01","content":"objection received recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01477","actor":"rep_32","timestamp":"2026-01-04T21:46:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01477:02","content":"competitor identified recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01477","actor":"rep_32","timestamp":"2026-01-04T21:55:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01477:03","content":"battlecard retrieved recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01477","actor":"rep_32","timestamp":"2026-01-04T21:54:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01477:04","content":"proof point selected recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01477","actor":"rep_32","timestamp":"2026-01-04T22:14:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01477:05","content":"response drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01477","actor":"rep_32","timestamp":"2026-01-04T22:10:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01477:06","content":"response reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01477","actor":"rep_32","timestamp":"2026-01-04T22:23:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01477:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01477)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01477\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":190,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01477\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01478","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-03-28T21:43:00.000Z","closed_at":"2026-03-28T23:00:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($83k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01478","actor":"rep_06","timestamp":"2026-03-28T21:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01478:00","content":"Operational trigger received from gmail for CloudScale Data ($83k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$83k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01478","actor":"rep_06","timestamp":"2026-03-28T21:48:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01478:01","content":"objection received recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"objection_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01478","actor":"rep_06","timestamp":"2026-03-28T22:05:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01478:02","content":"competitor identified recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01478","actor":"rep_06","timestamp":"2026-03-28T22:07:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01478:03","content":"battlecard retrieved recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01478","actor":"rep_06","timestamp":"2026-03-28T22:07:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01478:04","content":"proof point selected recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01478","actor":"rep_06","timestamp":"2026-03-28T22:18:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01478:05","content":"response drafted recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01478","actor":"rep_06","timestamp":"2026-03-28T22:49:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01478:06","content":"response reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01478","actor":"rep_06","timestamp":"2026-03-28T23:00:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01478:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01478)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01478\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":233,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01478\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01479","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-02-27T11:36:00.000Z","closed_at":"2026-02-27T12:32:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($461k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01479","actor":"rep_31","timestamp":"2026-02-27T11:36:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01479:00","content":"Operational trigger received from gmail for Pinnacle Media ($461k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":62,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$461k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01479","actor":"rep_31","timestamp":"2026-02-27T11:39:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01479:01","content":"objection received recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01479","actor":"rep_31","timestamp":"2026-02-27T11:48:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01479:02","content":"competitor identified recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01479","actor":"rep_31","timestamp":"2026-02-27T11:57:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01479:03","content":"battlecard retrieved recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01479","actor":"rep_31","timestamp":"2026-02-27T11:52:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01479:04","content":"proof point selected recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01479","actor":"rep_31","timestamp":"2026-02-27T12:31:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01479:05","content":"response drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01479","actor":"rep_31","timestamp":"2026-02-27T12:06:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01479:06","content":"response reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01479","actor":"rep_31","timestamp":"2026-02-27T12:32:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01479:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01479)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01479\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":96,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01479\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01480","actor":"rep_09","actor_name":"Elena Rostova","company":"Vertex Cyber","opened_at":"2026-01-08T08:01:00.000Z","closed_at":"2026-01-08T08:57:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($188k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01480","actor":"rep_09","timestamp":"2026-01-08T08:01:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01480:00","content":"Operational trigger received from gmail for Vertex Cyber ($188k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":162,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$188k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01480","actor":"rep_09","timestamp":"2026-01-08T08:12:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01480:01","content":"objection received recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"objection_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01480","actor":"rep_09","timestamp":"2026-01-08T08:07:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01480:02","content":"competitor identified recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01480","actor":"rep_09","timestamp":"2026-01-08T08:10:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01480:03","content":"battlecard retrieved recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01480","actor":"rep_09","timestamp":"2026-01-08T08:33:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01480:04","content":"proof point selected recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01480","actor":"rep_09","timestamp":"2026-01-08T08:46:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01480:05","content":"response drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01480","actor":"rep_09","timestamp":"2026-01-08T08:43:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01480:06","content":"response reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01480","actor":"rep_09","timestamp":"2026-01-08T08:57:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01480:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01480)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01480\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01480\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01481","actor":"rep_06","actor_name":"Marcus Vance","company":"Vertex Cyber","opened_at":"2026-01-22T02:20:00.000Z","closed_at":"2026-01-22T03:09:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($218k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01481","actor":"rep_06","timestamp":"2026-01-22T02:20:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01481:00","content":"Operational trigger received from gmail for Vertex Cyber ($218k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":84,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$218k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01481","actor":"rep_06","timestamp":"2026-01-22T02:27:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01481:01","content":"objection received recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"objection_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01481","actor":"rep_06","timestamp":"2026-01-22T02:36:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01481:02","content":"competitor identified recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01481","actor":"rep_06","timestamp":"2026-01-22T02:32:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01481:03","content":"battlecard retrieved recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01481","actor":"rep_06","timestamp":"2026-01-22T02:40:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01481:04","content":"proof point selected recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01481","actor":"rep_06","timestamp":"2026-01-22T02:55:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01481:05","content":"response drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01481","actor":"rep_06","timestamp":"2026-01-22T03:08:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01481:06","content":"response reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01481","actor":"rep_06","timestamp":"2026-01-22T03:09:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01481:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01481)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01481\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":229,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01481\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01482","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-02-19T01:30:00.000Z","closed_at":"2026-02-19T01:51:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($130k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01482","actor":"rep_19","timestamp":"2026-02-19T01:30:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01482:00","content":"Operational trigger received from gmail for CloudScale Data ($130k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":118,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$130k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01482","actor":"rep_19","timestamp":"2026-02-19T01:35:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01482:01","content":"objection received recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"objection_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01482","actor":"rep_19","timestamp":"2026-02-19T01:48:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01482:02","content":"competitor identified recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01482","actor":"rep_19","timestamp":"2026-02-19T01:54:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01482:03","content":"battlecard retrieved recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01482","actor":"rep_19","timestamp":"2026-02-19T02:02:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01482:04","content":"proof point selected recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01482","actor":"rep_19","timestamp":"2026-02-19T02:10:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01482:05","content":"response drafted recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01482","actor":"rep_19","timestamp":"2026-02-19T02:30:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01482:06","content":"response reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01482","actor":"rep_19","timestamp":"2026-02-19T01:51:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01482:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01482)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01482\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":135,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01482\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01483","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-02-07T10:57:00.000Z","closed_at":"2026-02-07T11:53:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($96k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01483","actor":"rep_20","timestamp":"2026-02-07T10:57:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01483:00","content":"Operational trigger received from gmail for Vertex Cyber ($96k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":230,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$96k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01483","actor":"rep_20","timestamp":"2026-02-07T11:07:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01483:01","content":"objection received recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"objection_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01483","actor":"rep_20","timestamp":"2026-02-07T11:17:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01483:02","content":"competitor identified recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01483","actor":"rep_20","timestamp":"2026-02-07T11:24:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01483:03","content":"battlecard retrieved recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01483","actor":"rep_20","timestamp":"2026-02-07T11:21:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01483:04","content":"proof point selected recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01483","actor":"rep_20","timestamp":"2026-02-07T11:32:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01483:05","content":"response drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01483","actor":"rep_20","timestamp":"2026-02-07T11:33:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01483:06","content":"response reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01483","actor":"rep_20","timestamp":"2026-02-07T11:53:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01483:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01483)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01483\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":161,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01483\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01484","actor":"rep_01","actor_name":"Sarah Chen","company":"Meridian Logistics","opened_at":"2026-02-17T17:27:00.000Z","closed_at":"2026-02-17T18:37:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($171k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01484","actor":"rep_01","timestamp":"2026-02-17T17:27:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01484:00","content":"Operational trigger received from gmail for Meridian Logistics ($171k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$171k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01484","actor":"rep_01","timestamp":"2026-02-17T17:33:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01484:01","content":"objection received recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"objection_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01484","actor":"rep_01","timestamp":"2026-02-17T17:41:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01484:02","content":"competitor identified recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01484","actor":"rep_01","timestamp":"2026-02-17T17:48:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01484:03","content":"battlecard retrieved recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01484","actor":"rep_01","timestamp":"2026-02-17T17:39:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01484:04","content":"proof point selected recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01484","actor":"rep_01","timestamp":"2026-02-17T17:57:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01484:05","content":"response drafted recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01484","actor":"rep_01","timestamp":"2026-02-17T18:27:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01484:06","content":"response reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01484","actor":"rep_01","timestamp":"2026-02-17T18:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01484:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01484)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01484\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01484\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01485","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-02-09T04:20:00.000Z","closed_at":"2026-02-09T05:23:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($421k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01485","actor":"rep_06","timestamp":"2026-02-09T04:20:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01485:00","content":"Operational trigger received from gmail for Pinnacle Media ($421k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":227,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$421k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01485","actor":"rep_06","timestamp":"2026-02-09T04:28:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01485:01","content":"objection received recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01485","actor":"rep_06","timestamp":"2026-02-09T04:42:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01485:02","content":"competitor identified recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01485","actor":"rep_06","timestamp":"2026-02-09T04:53:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01485:03","content":"battlecard retrieved recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01485","actor":"rep_06","timestamp":"2026-02-09T05:00:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01485:04","content":"proof point selected recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01485","actor":"rep_06","timestamp":"2026-02-09T05:00:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01485:05","content":"response drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01485","actor":"rep_06","timestamp":"2026-02-09T05:02:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01485:06","content":"response reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01485","actor":"rep_06","timestamp":"2026-02-09T05:23:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01485:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01485)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01485\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01485\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01486","actor":"rep_32","actor_name":"Liam O'Connor","company":"Beacon Energy","opened_at":"2026-01-19T05:35:00.000Z","closed_at":"2026-01-19T06:52:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($199k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01486","actor":"rep_32","timestamp":"2026-01-19T05:35:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01486:00","content":"Operational trigger received from gmail for Beacon Energy ($199k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":189,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$199k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01486","actor":"rep_32","timestamp":"2026-01-19T05:38:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01486:01","content":"objection received recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01486","actor":"rep_32","timestamp":"2026-01-19T05:49:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01486:02","content":"competitor identified recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01486","actor":"rep_32","timestamp":"2026-01-19T05:53:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01486:03","content":"battlecard retrieved recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01486","actor":"rep_32","timestamp":"2026-01-19T06:11:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01486:04","content":"proof point selected recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01486","actor":"rep_32","timestamp":"2026-01-19T06:05:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01486:05","content":"response drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01486","actor":"rep_32","timestamp":"2026-01-19T05:59:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01486:06","content":"response reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01486","actor":"rep_32","timestamp":"2026-01-19T06:52:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01486:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01486)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01486\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":257,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01486\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01487","actor":"rep_06","actor_name":"Marcus Vance","company":"FinTech Global","opened_at":"2026-01-17T17:01:00.000Z","closed_at":"2026-01-17T18:18:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($380k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01487","actor":"rep_06","timestamp":"2026-01-17T17:01:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01487:00","content":"Operational trigger received from gmail for FinTech Global ($380k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":66,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$380k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01487","actor":"rep_06","timestamp":"2026-01-17T17:08:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01487:01","content":"objection received recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01487","actor":"rep_06","timestamp":"2026-01-17T17:17:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01487:02","content":"competitor identified recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01487","actor":"rep_06","timestamp":"2026-01-17T17:31:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01487:03","content":"battlecard retrieved recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01487","actor":"rep_06","timestamp":"2026-01-17T17:13:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01487:04","content":"proof point selected recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"FinTech Global\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01487","actor":"rep_06","timestamp":"2026-01-17T17:16:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01487:05","content":"response drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01487","actor":"rep_06","timestamp":"2026-01-17T17:19:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01487:06","content":"response reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01487","actor":"rep_06","timestamp":"2026-01-17T18:18:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01487:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01487)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01487\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01487\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01488","actor":"rep_20","actor_name":"Maya Patel","company":"Stripe Technologies","opened_at":"2026-02-13T19:33:00.000Z","closed_at":"2026-02-13T20:36:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($291k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01488","actor":"rep_20","timestamp":"2026-02-13T19:33:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01488:00","content":"Operational trigger received from gmail for Stripe Technologies ($291k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":144,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$291k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01488","actor":"rep_20","timestamp":"2026-02-13T19:44:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01488:01","content":"objection received recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01488","actor":"rep_20","timestamp":"2026-02-13T19:39:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01488:02","content":"competitor identified recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01488","actor":"rep_20","timestamp":"2026-02-13T20:06:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01488:03","content":"battlecard retrieved recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01488","actor":"rep_20","timestamp":"2026-02-13T20:09:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01488:04","content":"proof point selected recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01488","actor":"rep_20","timestamp":"2026-02-13T19:48:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01488:05","content":"response drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01488","actor":"rep_20","timestamp":"2026-02-13T20:33:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01488:06","content":"response reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01488","actor":"rep_20","timestamp":"2026-02-13T20:36:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01488:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01488)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01488\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01488\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01489","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-01-10T23:16:00.000Z","closed_at":"2026-01-11T00:12:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($372k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01489","actor":"rep_14","timestamp":"2026-01-10T23:16:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01489:00","content":"Operational trigger received from gmail for Pinnacle Media ($372k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":131,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$372k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01489","actor":"rep_14","timestamp":"2026-01-10T23:21:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01489:01","content":"objection received recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01489","actor":"rep_14","timestamp":"2026-01-10T23:30:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01489:02","content":"competitor identified recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01489","actor":"rep_14","timestamp":"2026-01-10T23:34:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01489:03","content":"battlecard retrieved recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01489","actor":"rep_14","timestamp":"2026-01-10T23:52:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01489:04","content":"proof point selected recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01489","actor":"rep_14","timestamp":"2026-01-11T00:01:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01489:05","content":"response drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01489","actor":"rep_14","timestamp":"2026-01-11T00:22:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01489:06","content":"response reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01489","actor":"rep_14","timestamp":"2026-01-11T00:12:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01489:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01489)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01489\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01489\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01490","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vanguard Financial","opened_at":"2026-01-01T21:09:00.000Z","closed_at":"2026-01-01T22:05:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($137k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01490","actor":"rep_25","timestamp":"2026-01-01T21:09:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01490:00","content":"Operational trigger received from gmail for Vanguard Financial ($137k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$137k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01490","actor":"rep_25","timestamp":"2026-01-01T21:12:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01490:01","content":"objection received recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01490","actor":"rep_25","timestamp":"2026-01-01T21:19:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01490:02","content":"competitor identified recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01490","actor":"rep_25","timestamp":"2026-01-01T21:27:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01490:03","content":"battlecard retrieved recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01490","actor":"rep_25","timestamp":"2026-01-01T21:29:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01490:04","content":"proof point selected recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01490","actor":"rep_25","timestamp":"2026-01-01T21:54:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01490:05","content":"response drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01490","actor":"rep_25","timestamp":"2026-01-01T21:51:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01490:06","content":"response reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01490","actor":"rep_25","timestamp":"2026-01-01T22:05:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01490:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01490)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01490\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":157,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01490\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01491","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-03-15T02:18:00.000Z","closed_at":"2026-03-15T03:00:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($459k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01491","actor":"rep_11","timestamp":"2026-03-15T02:18:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01491:00","content":"Operational trigger received from gmail for NovaBio Labs ($459k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":183,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$459k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01491","actor":"rep_11","timestamp":"2026-03-15T02:25:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01491:01","content":"objection received recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01491","actor":"rep_11","timestamp":"2026-03-15T02:36:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01491:02","content":"competitor identified recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01491","actor":"rep_11","timestamp":"2026-03-15T02:45:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01491:03","content":"battlecard retrieved recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01491","actor":"rep_11","timestamp":"2026-03-15T02:46:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01491:04","content":"proof point selected recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01491","actor":"rep_11","timestamp":"2026-03-15T03:03:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01491:05","content":"response drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01491","actor":"rep_11","timestamp":"2026-03-15T03:06:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01491:06","content":"response reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01491","actor":"rep_11","timestamp":"2026-03-15T03:00:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01491:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01491)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01491\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":251,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01491\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01492","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-03-03T00:08:00.000Z","closed_at":"2026-03-03T00:36:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($91k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01492","actor":"rep_19","timestamp":"2026-03-03T00:08:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01492:00","content":"Operational trigger received from gmail for Pinnacle Media ($91k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$91k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01492","actor":"rep_19","timestamp":"2026-03-03T00:16:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01492:01","content":"objection received recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01492","actor":"rep_19","timestamp":"2026-03-03T00:14:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01492:02","content":"competitor identified recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01492","actor":"rep_19","timestamp":"2026-03-03T00:20:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01492:03","content":"battlecard retrieved recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01492","actor":"rep_19","timestamp":"2026-03-03T00:48:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01492:04","content":"proof point selected recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01492","actor":"rep_19","timestamp":"2026-03-03T00:48:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01492:05","content":"response drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01492","actor":"rep_19","timestamp":"2026-03-03T01:14:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01492:06","content":"response reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01492","actor":"rep_19","timestamp":"2026-03-03T00:36:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01492:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01492)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01492\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":175,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01492\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01493","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-02-26T18:34:00.000Z","closed_at":"2026-02-26T19:37:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($212k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01493","actor":"rep_32","timestamp":"2026-02-26T18:34:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01493:00","content":"Operational trigger received from gmail for Stripe Technologies ($212k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$212k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01493","actor":"rep_32","timestamp":"2026-02-26T18:45:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01493:01","content":"objection received recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01493","actor":"rep_32","timestamp":"2026-02-26T18:42:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01493:02","content":"competitor identified recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01493","actor":"rep_32","timestamp":"2026-02-26T18:43:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01493:03","content":"battlecard retrieved recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01493","actor":"rep_32","timestamp":"2026-02-26T18:58:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01493:04","content":"proof point selected recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01493","actor":"rep_32","timestamp":"2026-02-26T18:59:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01493:05","content":"response drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01493","actor":"rep_32","timestamp":"2026-02-26T19:22:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01493:06","content":"response reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01493","actor":"rep_32","timestamp":"2026-02-26T19:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01493:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01493)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01493\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":252,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01493\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01494","actor":"rep_25","actor_name":"Carlos Mendez","company":"CloudScale Data","opened_at":"2026-01-23T00:38:00.000Z","closed_at":"2026-01-23T01:34:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($346k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01494","actor":"rep_25","timestamp":"2026-01-23T00:38:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01494:00","content":"Operational trigger received from gmail for CloudScale Data ($346k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":103,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$346k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01494","actor":"rep_25","timestamp":"2026-01-23T00:42:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01494:01","content":"objection received recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"objection_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01494","actor":"rep_25","timestamp":"2026-01-23T00:52:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01494:02","content":"competitor identified recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01494","actor":"rep_25","timestamp":"2026-01-23T01:02:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01494:03","content":"battlecard retrieved recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01494","actor":"rep_25","timestamp":"2026-01-23T01:18:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01494:04","content":"proof point selected recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01494","actor":"rep_25","timestamp":"2026-01-23T01:33:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01494:05","content":"response drafted recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01494","actor":"rep_25","timestamp":"2026-01-23T01:08:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01494:06","content":"response reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01494","actor":"rep_25","timestamp":"2026-01-23T01:34:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01494:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01494)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01494\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":132,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01494\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01495","actor":"rep_09","actor_name":"Elena Rostova","company":"Vertex Cyber","opened_at":"2026-01-22T19:41:00.000Z","closed_at":"2026-01-22T20:37:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($404k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01495","actor":"rep_09","timestamp":"2026-01-22T19:41:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01495:00","content":"Operational trigger received from gmail for Vertex Cyber ($404k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$404k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01495","actor":"rep_09","timestamp":"2026-01-22T19:44:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01495:01","content":"objection received recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"objection_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01495","actor":"rep_09","timestamp":"2026-01-22T19:49:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01495:02","content":"competitor identified recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01495","actor":"rep_09","timestamp":"2026-01-22T20:08:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01495:03","content":"battlecard retrieved recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01495","actor":"rep_09","timestamp":"2026-01-22T20:13:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01495:04","content":"proof point selected recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01495","actor":"rep_09","timestamp":"2026-01-22T19:56:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01495:05","content":"response drafted recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01495","actor":"rep_09","timestamp":"2026-01-22T20:29:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01495:06","content":"response reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01495","actor":"rep_09","timestamp":"2026-01-22T20:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01495:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01495)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01495\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":238,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01495\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01496","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-01-02T10:51:00.000Z","closed_at":"2026-01-02T11:12:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($89k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01496","actor":"rep_09","timestamp":"2026-01-02T10:51:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01496:00","content":"Operational trigger received from gmail for Aura Therapeutics ($89k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$89k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01496","actor":"rep_09","timestamp":"2026-01-02T10:54:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01496:01","content":"objection received recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"objection_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01496","actor":"rep_09","timestamp":"2026-01-02T11:01:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01496:02","content":"competitor identified recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01496","actor":"rep_09","timestamp":"2026-01-02T11:18:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01496:03","content":"battlecard retrieved recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01496","actor":"rep_09","timestamp":"2026-01-02T11:11:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01496:04","content":"proof point selected recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01496","actor":"rep_09","timestamp":"2026-01-02T11:26:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01496:05","content":"response drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01496","actor":"rep_09","timestamp":"2026-01-02T11:57:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01496:06","content":"response reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01496","actor":"rep_09","timestamp":"2026-01-02T11:12:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01496:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01496)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01496\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":81,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01496\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01497","actor":"rep_20","actor_name":"Maya Patel","company":"Beacon Energy","opened_at":"2026-03-02T17:44:00.000Z","closed_at":"2026-03-02T18:40:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($204k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01497","actor":"rep_20","timestamp":"2026-03-02T17:44:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01497:00","content":"Operational trigger received from gmail for Beacon Energy ($204k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":138,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$204k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01497","actor":"rep_20","timestamp":"2026-03-02T17:53:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01497:01","content":"objection received recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01497","actor":"rep_20","timestamp":"2026-03-02T17:58:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01497:02","content":"competitor identified recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01497","actor":"rep_20","timestamp":"2026-03-02T17:56:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01497:03","content":"battlecard retrieved recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01497","actor":"rep_20","timestamp":"2026-03-02T17:56:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01497:04","content":"proof point selected recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01497","actor":"rep_20","timestamp":"2026-03-02T18:34:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01497:05","content":"response drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01497","actor":"rep_20","timestamp":"2026-03-02T18:14:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01497:06","content":"response reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01497","actor":"rep_20","timestamp":"2026-03-02T18:40:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01497:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01497)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01497\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":221,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01497\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01498","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-02-24T23:27:00.000Z","closed_at":"2026-02-25T00:09:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($153k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01498","actor":"rep_25","timestamp":"2026-02-24T23:27:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01498:00","content":"Operational trigger received from gmail for Nexus AI ($153k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":85,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$153k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01498","actor":"rep_25","timestamp":"2026-02-24T23:30:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01498:01","content":"objection received recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01498","actor":"rep_25","timestamp":"2026-02-24T23:39:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01498:02","content":"competitor identified recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01498","actor":"rep_25","timestamp":"2026-02-24T23:54:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01498:03","content":"battlecard retrieved recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01498","actor":"rep_25","timestamp":"2026-02-24T23:59:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01498:04","content":"proof point selected recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01498","actor":"rep_25","timestamp":"2026-02-25T00:02:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01498:05","content":"response drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01498","actor":"rep_25","timestamp":"2026-02-25T00:21:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01498:06","content":"response reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01498","actor":"rep_25","timestamp":"2026-02-25T00:09:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01498:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01498)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01498\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":258,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01498\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01499","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-01-31T09:04:00.000Z","closed_at":"2026-01-31T10:21:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($370k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01499","actor":"rep_25","timestamp":"2026-01-31T09:04:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01499:00","content":"Operational trigger received from gmail for Stripe Technologies ($370k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":276,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$370k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01499","actor":"rep_25","timestamp":"2026-01-31T09:10:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01499:01","content":"objection received recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01499","actor":"rep_25","timestamp":"2026-01-31T09:12:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01499:02","content":"competitor identified recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01499","actor":"rep_25","timestamp":"2026-01-31T09:34:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01499:03","content":"battlecard retrieved recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01499","actor":"rep_25","timestamp":"2026-01-31T09:48:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01499:04","content":"proof point selected recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01499","actor":"rep_25","timestamp":"2026-01-31T09:19:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01499:05","content":"response drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01499","actor":"rep_25","timestamp":"2026-01-31T09:34:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01499:06","content":"response reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01499","actor":"rep_25","timestamp":"2026-01-31T10:21:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01499:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01499)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01499\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01499\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01500","actor":"rep_31","actor_name":"Aisha Taylor","company":"OmniChannel Inc","opened_at":"2026-01-26T05:52:00.000Z","closed_at":"2026-01-26T06:41:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($130k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01500","actor":"rep_31","timestamp":"2026-01-26T05:52:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01500:00","content":"Operational trigger received from gmail for OmniChannel Inc ($130k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":75,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$130k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01500","actor":"rep_31","timestamp":"2026-01-26T06:03:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01500:01","content":"objection received recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01500","actor":"rep_31","timestamp":"2026-01-26T06:00:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01500:02","content":"competitor identified recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01500","actor":"rep_31","timestamp":"2026-01-26T06:19:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01500:03","content":"battlecard retrieved recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01500","actor":"rep_31","timestamp":"2026-01-26T06:12:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01500:04","content":"proof point selected recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01500","actor":"rep_31","timestamp":"2026-01-26T06:12:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01500:05","content":"response drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01500","actor":"rep_31","timestamp":"2026-01-26T06:16:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01500:06","content":"response reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01500","actor":"rep_31","timestamp":"2026-01-26T06:41:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01500:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01500)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01500\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":95,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01500\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01501","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-01-22T01:13:00.000Z","closed_at":"2026-01-22T01:55:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($460k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01501","actor":"rep_32","timestamp":"2026-01-22T01:13:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01501:00","content":"Operational trigger received from gmail for Vanguard Financial ($460k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":156,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$460k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01501","actor":"rep_32","timestamp":"2026-01-22T01:23:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01501:01","content":"objection received recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01501","actor":"rep_32","timestamp":"2026-01-22T01:23:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01501:02","content":"competitor identified recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01501","actor":"rep_32","timestamp":"2026-01-22T01:34:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01501:03","content":"battlecard retrieved recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01501","actor":"rep_32","timestamp":"2026-01-22T01:57:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01501:04","content":"proof point selected recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01501","actor":"rep_32","timestamp":"2026-01-22T01:28:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01501:05","content":"response drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01501","actor":"rep_32","timestamp":"2026-01-22T01:55:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01501:06","content":"response reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01501","actor":"rep_32","timestamp":"2026-01-22T01:55:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01501:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01501)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01501\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":207,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01501\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01502","actor":"rep_32","actor_name":"Liam O'Connor","company":"Beacon Energy","opened_at":"2026-02-13T08:01:00.000Z","closed_at":"2026-02-13T09:18:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($148k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01502","actor":"rep_32","timestamp":"2026-02-13T08:01:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01502:00","content":"Operational trigger received from gmail for Beacon Energy ($148k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$148k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01502","actor":"rep_32","timestamp":"2026-02-13T08:04:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01502:01","content":"objection received recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"objection_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01502","actor":"rep_32","timestamp":"2026-02-13T08:15:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01502:02","content":"competitor identified recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01502","actor":"rep_32","timestamp":"2026-02-13T08:10:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01502:03","content":"battlecard retrieved recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01502","actor":"rep_32","timestamp":"2026-02-13T08:29:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01502:04","content":"proof point selected recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01502","actor":"rep_32","timestamp":"2026-02-13T08:16:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01502:05","content":"response drafted recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01502","actor":"rep_32","timestamp":"2026-02-13T08:25:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01502:06","content":"response reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01502","actor":"rep_32","timestamp":"2026-02-13T09:18:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01502:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01502)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01502\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":124,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01502\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01503","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vanguard Financial","opened_at":"2026-03-14T02:28:00.000Z","closed_at":"2026-03-14T03:10:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($165k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01503","actor":"rep_31","timestamp":"2026-03-14T02:28:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01503:00","content":"Operational trigger received from gmail for Vanguard Financial ($165k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":150,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$165k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01503","actor":"rep_31","timestamp":"2026-03-14T02:31:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01503:01","content":"objection received recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01503","actor":"rep_31","timestamp":"2026-03-14T02:46:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01503:02","content":"competitor identified recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01503","actor":"rep_31","timestamp":"2026-03-14T02:43:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01503:03","content":"battlecard retrieved recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01503","actor":"rep_31","timestamp":"2026-03-14T02:56:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01503:04","content":"proof point selected recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01503","actor":"rep_31","timestamp":"2026-03-14T03:08:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01503:05","content":"response drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01503","actor":"rep_31","timestamp":"2026-03-14T02:46:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01503:06","content":"response reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01503","actor":"rep_31","timestamp":"2026-03-14T03:10:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01503:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01503)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01503\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":230,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01503\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01504","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-02-21T13:23:00.000Z","closed_at":"2026-02-21T14:40:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($92k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01504","actor":"rep_20","timestamp":"2026-02-21T13:23:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01504:00","content":"Operational trigger received from gmail for Sentinel Networks ($92k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":124,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$92k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01504","actor":"rep_20","timestamp":"2026-02-21T13:32:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01504:01","content":"objection received recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"objection_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01504","actor":"rep_20","timestamp":"2026-02-21T13:45:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01504:02","content":"competitor identified recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01504","actor":"rep_20","timestamp":"2026-02-21T13:41:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01504:03","content":"battlecard retrieved recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01504","actor":"rep_20","timestamp":"2026-02-21T14:07:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01504:04","content":"proof point selected recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01504","actor":"rep_20","timestamp":"2026-02-21T13:58:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01504:05","content":"response drafted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01504","actor":"rep_20","timestamp":"2026-02-21T13:47:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01504:06","content":"response reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01504","actor":"rep_20","timestamp":"2026-02-21T14:40:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01504:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01504)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01504\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":162,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01504\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01505","actor":"rep_25","actor_name":"Carlos Mendez","company":"Aura Therapeutics","opened_at":"2026-02-24T19:18:00.000Z","closed_at":"2026-02-24T20:28:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($459k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01505","actor":"rep_25","timestamp":"2026-02-24T19:18:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01505:00","content":"Operational trigger received from gmail for Aura Therapeutics ($459k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":142,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$459k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01505","actor":"rep_25","timestamp":"2026-02-24T19:23:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01505:01","content":"objection received recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"objection_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01505","actor":"rep_25","timestamp":"2026-02-24T19:24:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01505:02","content":"competitor identified recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01505","actor":"rep_25","timestamp":"2026-02-24T19:42:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01505:03","content":"battlecard retrieved recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01505","actor":"rep_25","timestamp":"2026-02-24T19:38:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01505:04","content":"proof point selected recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01505","actor":"rep_25","timestamp":"2026-02-24T20:03:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01505:05","content":"response drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01505","actor":"rep_25","timestamp":"2026-02-24T20:24:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01505:06","content":"response reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01505","actor":"rep_25","timestamp":"2026-02-24T20:28:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01505:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01505)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01505\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":139,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01505\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01506","actor":"rep_01","actor_name":"Sarah Chen","company":"Pinnacle Media","opened_at":"2026-03-29T08:43:00.000Z","closed_at":"2026-03-29T09:18:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($250k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01506","actor":"rep_01","timestamp":"2026-03-29T08:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01506:00","content":"Operational trigger received from gmail for Pinnacle Media ($250k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":139,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$250k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01506","actor":"rep_01","timestamp":"2026-03-29T08:46:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01506:01","content":"objection received recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01506","actor":"rep_01","timestamp":"2026-03-29T08:59:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01506:02","content":"competitor identified recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01506","actor":"rep_01","timestamp":"2026-03-29T08:58:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01506:03","content":"battlecard retrieved recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01506","actor":"rep_01","timestamp":"2026-03-29T09:07:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01506:04","content":"proof point selected recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01506","actor":"rep_01","timestamp":"2026-03-29T09:08:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01506:05","content":"response drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01506","actor":"rep_01","timestamp":"2026-03-29T09:43:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01506:06","content":"response reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01506","actor":"rep_01","timestamp":"2026-03-29T09:18:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01506:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01506)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01506\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01506\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01507","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-01-07T21:44:00.000Z","closed_at":"2026-01-07T23:01:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($71k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01507","actor":"rep_09","timestamp":"2026-01-07T21:44:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01507:00","content":"Operational trigger received from gmail for Catalyst Software ($71k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":229,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$71k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01507","actor":"rep_09","timestamp":"2026-01-07T21:51:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01507:01","content":"objection received recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"objection_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01507","actor":"rep_09","timestamp":"2026-01-07T22:02:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01507:02","content":"competitor identified recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01507","actor":"rep_09","timestamp":"2026-01-07T22:17:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01507:03","content":"battlecard retrieved recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01507","actor":"rep_09","timestamp":"2026-01-07T22:20:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01507:04","content":"proof point selected recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01507","actor":"rep_09","timestamp":"2026-01-07T22:09:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01507:05","content":"response drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01507","actor":"rep_09","timestamp":"2026-01-07T22:38:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01507:06","content":"response reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01507","actor":"rep_09","timestamp":"2026-01-07T23:01:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01507:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01507)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01507\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01507\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01508","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-02-12T01:44:00.000Z","closed_at":"2026-02-12T02:40:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($254k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01508","actor":"rep_37","timestamp":"2026-02-12T01:44:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01508:00","content":"Operational trigger received from gmail for Apex Retail Group ($254k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":260,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$254k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01508","actor":"rep_37","timestamp":"2026-02-12T01:47:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01508:01","content":"objection received recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01508","actor":"rep_37","timestamp":"2026-02-12T02:06:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01508:02","content":"competitor identified recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01508","actor":"rep_37","timestamp":"2026-02-12T01:59:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01508:03","content":"battlecard retrieved recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01508","actor":"rep_37","timestamp":"2026-02-12T02:04:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01508:04","content":"proof point selected recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01508","actor":"rep_37","timestamp":"2026-02-12T02:24:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01508:05","content":"response drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01508","actor":"rep_37","timestamp":"2026-02-12T02:50:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01508:06","content":"response reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01508","actor":"rep_37","timestamp":"2026-02-12T02:40:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01508:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01508)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01508\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":248,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01508\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01509","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-03-14T00:48:00.000Z","closed_at":"2026-03-14T01:37:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($195k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01509","actor":"rep_19","timestamp":"2026-03-14T00:48:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01509:00","content":"Operational trigger received from gmail for OmniChannel Inc ($195k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":71,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$195k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01509","actor":"rep_19","timestamp":"2026-03-14T00:53:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01509:01","content":"objection received recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01509","actor":"rep_19","timestamp":"2026-03-14T00:58:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01509:02","content":"competitor identified recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01509","actor":"rep_19","timestamp":"2026-03-14T01:09:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01509:03","content":"battlecard retrieved recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01509","actor":"rep_19","timestamp":"2026-03-14T01:24:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01509:04","content":"proof point selected recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01509","actor":"rep_19","timestamp":"2026-03-14T01:33:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01509:05","content":"response drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01509","actor":"rep_19","timestamp":"2026-03-14T01:30:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01509:06","content":"response reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01509","actor":"rep_19","timestamp":"2026-03-14T01:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01509:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01509)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01509\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":100,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01509\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01510","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-02-01T18:16:00.000Z","closed_at":"2026-02-01T19:33:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($291k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01510","actor":"rep_19","timestamp":"2026-02-01T18:16:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01510:00","content":"Operational trigger received from gmail for OmniChannel Inc ($291k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":217,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$291k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01510","actor":"rep_19","timestamp":"2026-02-01T18:19:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01510:01","content":"objection received recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01510","actor":"rep_19","timestamp":"2026-02-01T18:30:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01510:02","content":"competitor identified recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01510","actor":"rep_19","timestamp":"2026-02-01T18:34:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01510:03","content":"battlecard retrieved recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01510","actor":"rep_19","timestamp":"2026-02-01T18:48:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01510:04","content":"proof point selected recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01510","actor":"rep_19","timestamp":"2026-02-01T18:36:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01510:05","content":"response drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01510","actor":"rep_19","timestamp":"2026-02-01T18:58:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01510:06","content":"response reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01510","actor":"rep_19","timestamp":"2026-02-01T19:33:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01510:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01510)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01510\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01510\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01511","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-03-14T05:03:00.000Z","closed_at":"2026-03-14T05:31:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($462k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01511","actor":"rep_11","timestamp":"2026-03-14T05:03:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01511:00","content":"Operational trigger received from gmail for Vanguard Financial ($462k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$462k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01511","actor":"rep_11","timestamp":"2026-03-14T05:09:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01511:01","content":"objection received recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01511","actor":"rep_11","timestamp":"2026-03-14T05:17:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01511:02","content":"competitor identified recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01511","actor":"rep_11","timestamp":"2026-03-14T05:15:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01511:03","content":"battlecard retrieved recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01511","actor":"rep_11","timestamp":"2026-03-14T05:15:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01511:04","content":"proof point selected recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01511","actor":"rep_11","timestamp":"2026-03-14T05:43:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01511:05","content":"response drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01511","actor":"rep_11","timestamp":"2026-03-14T06:09:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01511:06","content":"response reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01511","actor":"rep_11","timestamp":"2026-03-14T05:31:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01511:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01511)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01511\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01511\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01512","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-03-02T14:31:00.000Z","closed_at":"2026-03-02T15:20:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($46k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01512","actor":"rep_11","timestamp":"2026-03-02T14:31:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01512:00","content":"Operational trigger received from gmail for FinTech Global ($46k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":265,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$46k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01512","actor":"rep_11","timestamp":"2026-03-02T14:39:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01512:01","content":"objection received recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01512","actor":"rep_11","timestamp":"2026-03-02T14:49:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01512:02","content":"competitor identified recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01512","actor":"rep_11","timestamp":"2026-03-02T14:49:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01512:03","content":"battlecard retrieved recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01512","actor":"rep_11","timestamp":"2026-03-02T15:15:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01512:04","content":"proof point selected recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"FinTech Global\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01512","actor":"rep_11","timestamp":"2026-03-02T15:06:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01512:05","content":"response drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01512","actor":"rep_11","timestamp":"2026-03-02T15:13:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01512:06","content":"response reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01512","actor":"rep_11","timestamp":"2026-03-02T15:20:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01512:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01512)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01512\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":113,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01512\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01513","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-02-08T22:56:00.000Z","closed_at":"2026-02-08T23:38:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($413k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01513","actor":"rep_06","timestamp":"2026-02-08T22:56:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01513:00","content":"Operational trigger received from gmail for Stripe Technologies ($413k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":228,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01513","actor":"rep_06","timestamp":"2026-02-08T23:06:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01513:01","content":"objection received recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01513","actor":"rep_06","timestamp":"2026-02-08T23:12:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01513:02","content":"competitor identified recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01513","actor":"rep_06","timestamp":"2026-02-08T23:29:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01513:03","content":"battlecard retrieved recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01513","actor":"rep_06","timestamp":"2026-02-08T23:36:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01513:04","content":"proof point selected recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01513","actor":"rep_06","timestamp":"2026-02-08T23:11:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01513:05","content":"response drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01513","actor":"rep_06","timestamp":"2026-02-08T23:26:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01513:06","content":"response reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01513","actor":"rep_06","timestamp":"2026-02-08T23:38:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01513:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01513)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01513\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":122,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01513\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01514","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-02-13T04:13:00.000Z","closed_at":"2026-02-13T04:48:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($212k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01514","actor":"rep_37","timestamp":"2026-02-13T04:13:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01514:00","content":"Operational trigger received from gmail for Acme Health Systems ($212k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$212k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01514","actor":"rep_37","timestamp":"2026-02-13T04:20:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01514:01","content":"objection received recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"objection_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01514","actor":"rep_37","timestamp":"2026-02-13T04:29:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01514:02","content":"competitor identified recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01514","actor":"rep_37","timestamp":"2026-02-13T04:37:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01514:03","content":"battlecard retrieved recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01514","actor":"rep_37","timestamp":"2026-02-13T04:37:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01514:04","content":"proof point selected recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01514","actor":"rep_37","timestamp":"2026-02-13T04:38:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01514:05","content":"response drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01514","actor":"rep_37","timestamp":"2026-02-13T04:37:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01514:06","content":"response reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01514","actor":"rep_37","timestamp":"2026-02-13T04:48:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01514:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01514)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01514\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":151,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01514\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01515","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-03-12T23:48:00.000Z","closed_at":"2026-03-13T00:23:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($191k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01515","actor":"rep_11","timestamp":"2026-03-12T23:48:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01515:00","content":"Operational trigger received from gmail for Acme Health Systems ($191k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":61,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$191k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01515","actor":"rep_11","timestamp":"2026-03-12T23:59:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01515:01","content":"objection received recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"objection_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01515","actor":"rep_11","timestamp":"2026-03-13T00:02:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01515:02","content":"competitor identified recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01515","actor":"rep_11","timestamp":"2026-03-13T00:12:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01515:03","content":"battlecard retrieved recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01515","actor":"rep_11","timestamp":"2026-03-13T00:28:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01515:04","content":"proof point selected recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01515","actor":"rep_11","timestamp":"2026-03-13T00:38:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01515:05","content":"response drafted recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01515","actor":"rep_11","timestamp":"2026-03-13T00:30:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01515:06","content":"response reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01515","actor":"rep_11","timestamp":"2026-03-13T00:23:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01515:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01515)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01515\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01515\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01516","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-03-05T11:58:00.000Z","closed_at":"2026-03-05T13:15:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($400k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01516","actor":"rep_09","timestamp":"2026-03-05T11:58:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01516:00","content":"Operational trigger received from gmail for Catalyst Software ($400k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":51,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$400k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01516","actor":"rep_09","timestamp":"2026-03-05T12:01:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01516:01","content":"objection received recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"objection_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01516","actor":"rep_09","timestamp":"2026-03-05T12:04:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01516:02","content":"competitor identified recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01516","actor":"rep_09","timestamp":"2026-03-05T12:13:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01516:03","content":"battlecard retrieved recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01516","actor":"rep_09","timestamp":"2026-03-05T12:42:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01516:04","content":"proof point selected recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01516","actor":"rep_09","timestamp":"2026-03-05T12:33:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01516:05","content":"response drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01516","actor":"rep_09","timestamp":"2026-03-05T12:16:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01516:06","content":"response reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01516","actor":"rep_09","timestamp":"2026-03-05T13:15:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01516:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01516)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01516\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01516\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01517","actor":"rep_32","actor_name":"Liam O'Connor","company":"CloudScale Data","opened_at":"2026-03-26T08:41:00.000Z","closed_at":"2026-03-26T09:02:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($413k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01517","actor":"rep_32","timestamp":"2026-03-26T08:41:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01517:00","content":"Operational trigger received from gmail for CloudScale Data ($413k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":99,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01517","actor":"rep_32","timestamp":"2026-03-26T08:45:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01517:01","content":"objection received recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"objection_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01517","actor":"rep_32","timestamp":"2026-03-26T09:03:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01517:02","content":"competitor identified recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01517","actor":"rep_32","timestamp":"2026-03-26T09:05:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01517:03","content":"battlecard retrieved recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01517","actor":"rep_32","timestamp":"2026-03-26T09:05:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01517:04","content":"proof point selected recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01517","actor":"rep_32","timestamp":"2026-03-26T08:56:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01517:05","content":"response drafted recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_drafted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01517","actor":"rep_32","timestamp":"2026-03-26T09:35:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01517:06","content":"response reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01517","actor":"rep_32","timestamp":"2026-03-26T09:02:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01517:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01517)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01517\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01517\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01518","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-01-07T13:07:00.000Z","closed_at":"2026-01-07T14:03:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($421k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01518","actor":"rep_09","timestamp":"2026-01-07T13:07:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01518:00","content":"Operational trigger received from gmail for Pinnacle Media ($421k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$421k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01518","actor":"rep_09","timestamp":"2026-01-07T13:13:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01518:01","content":"objection received recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01518","actor":"rep_09","timestamp":"2026-01-07T13:17:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01518:02","content":"competitor identified recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01518","actor":"rep_09","timestamp":"2026-01-07T13:16:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01518:03","content":"battlecard retrieved recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01518","actor":"rep_09","timestamp":"2026-01-07T13:39:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01518:04","content":"proof point selected recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01518","actor":"rep_09","timestamp":"2026-01-07T13:52:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01518:05","content":"response drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01518","actor":"rep_09","timestamp":"2026-01-07T14:13:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01518:06","content":"response reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01518","actor":"rep_09","timestamp":"2026-01-07T14:03:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01518:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01518)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01518\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":64,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01518\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01519","actor":"rep_37","actor_name":"Sophia Zhang","company":"FinTech Global","opened_at":"2026-01-31T04:21:00.000Z","closed_at":"2026-01-31T05:17:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($462k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01519","actor":"rep_37","timestamp":"2026-01-31T04:21:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01519:00","content":"Operational trigger received from gmail for FinTech Global ($462k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$462k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01519","actor":"rep_37","timestamp":"2026-01-31T04:31:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01519:01","content":"objection received recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"objection_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01519","actor":"rep_37","timestamp":"2026-01-31T04:39:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01519:02","content":"competitor identified recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01519","actor":"rep_37","timestamp":"2026-01-31T04:42:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01519:03","content":"battlecard retrieved recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"FinTech Global\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01519","actor":"rep_37","timestamp":"2026-01-31T05:05:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01519:04","content":"proof point selected recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"FinTech Global\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01519","actor":"rep_37","timestamp":"2026-01-31T04:56:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01519:05","content":"response drafted recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_drafted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01519","actor":"rep_37","timestamp":"2026-01-31T04:57:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01519:06","content":"response reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01519","actor":"rep_37","timestamp":"2026-01-31T05:17:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01519:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01519)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01519\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01519\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01520","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-01-20T06:46:00.000Z","closed_at":"2026-01-20T07:14:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($145k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01520","actor":"rep_01","timestamp":"2026-01-20T06:46:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01520:00","content":"Operational trigger received from gmail for NovaBio Labs ($145k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":219,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$145k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01520","actor":"rep_01","timestamp":"2026-01-20T06:49:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01520:01","content":"objection received recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01520","actor":"rep_01","timestamp":"2026-01-20T07:02:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01520:02","content":"competitor identified recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01520","actor":"rep_01","timestamp":"2026-01-20T07:13:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01520:03","content":"battlecard retrieved recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01520","actor":"rep_01","timestamp":"2026-01-20T07:22:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01520:04","content":"proof point selected recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01520","actor":"rep_01","timestamp":"2026-01-20T07:36:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01520:05","content":"response drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01520","actor":"rep_01","timestamp":"2026-01-20T07:34:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01520:06","content":"response reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01520","actor":"rep_01","timestamp":"2026-01-20T07:14:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01520:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01520)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01520\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":258,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01520\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01521","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-02-09T22:39:00.000Z","closed_at":"2026-02-09T23:56:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($445k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01521","actor":"rep_14","timestamp":"2026-02-09T22:39:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01521:00","content":"Operational trigger received from gmail for Apex Retail Group ($445k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$445k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01521","actor":"rep_14","timestamp":"2026-02-09T22:50:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01521:01","content":"objection received recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"objection_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01521","actor":"rep_14","timestamp":"2026-02-09T22:45:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01521:02","content":"competitor identified recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01521","actor":"rep_14","timestamp":"2026-02-09T22:57:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01521:03","content":"battlecard retrieved recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01521","actor":"rep_14","timestamp":"2026-02-09T23:11:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01521:04","content":"proof point selected recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01521","actor":"rep_14","timestamp":"2026-02-09T23:09:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01521:05","content":"response drafted recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01521","actor":"rep_14","timestamp":"2026-02-09T22:57:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01521:06","content":"response reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01521","actor":"rep_14","timestamp":"2026-02-09T23:56:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01521:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01521)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01521\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":192,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01521\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01522","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-01-15T07:16:00.000Z","closed_at":"2026-01-15T07:37:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($390k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01522","actor":"rep_11","timestamp":"2026-01-15T07:16:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01522:00","content":"Operational trigger received from gmail for Vanguard Financial ($390k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$390k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01522","actor":"rep_11","timestamp":"2026-01-15T07:24:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01522:01","content":"objection received recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"objection_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01522","actor":"rep_11","timestamp":"2026-01-15T07:32:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01522:02","content":"competitor identified recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01522","actor":"rep_11","timestamp":"2026-01-15T07:28:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01522:03","content":"battlecard retrieved recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01522","actor":"rep_11","timestamp":"2026-01-15T07:48:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01522:04","content":"proof point selected recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01522","actor":"rep_11","timestamp":"2026-01-15T07:46:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01522:05","content":"response drafted recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01522","actor":"rep_11","timestamp":"2026-01-15T08:22:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01522:06","content":"response reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01522","actor":"rep_11","timestamp":"2026-01-15T07:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01522:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01522)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01522\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":122,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01522\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01523","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-03-11T01:43:00.000Z","closed_at":"2026-03-11T02:39:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($455k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01523","actor":"rep_19","timestamp":"2026-03-11T01:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01523:00","content":"Operational trigger received from gmail for OmniChannel Inc ($455k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":70,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$455k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01523","actor":"rep_19","timestamp":"2026-03-11T01:52:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01523:01","content":"objection received recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01523","actor":"rep_19","timestamp":"2026-03-11T01:53:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01523:02","content":"competitor identified recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01523","actor":"rep_19","timestamp":"2026-03-11T01:52:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01523:03","content":"battlecard retrieved recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01523","actor":"rep_19","timestamp":"2026-03-11T01:55:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01523:04","content":"proof point selected recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01523","actor":"rep_19","timestamp":"2026-03-11T02:33:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01523:05","content":"response drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01523","actor":"rep_19","timestamp":"2026-03-11T02:43:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01523:06","content":"response reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01523","actor":"rep_19","timestamp":"2026-03-11T02:39:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01523:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01523)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01523\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":46,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01523\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01524","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-02-01T10:47:00.000Z","closed_at":"2026-02-01T11:29:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($391k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01524","actor":"rep_37","timestamp":"2026-02-01T10:47:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01524:00","content":"Operational trigger received from gmail for Stripe Technologies ($391k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":150,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$391k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01524","actor":"rep_37","timestamp":"2026-02-01T10:58:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01524:01","content":"objection received recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"objection_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01524","actor":"rep_37","timestamp":"2026-02-01T11:01:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01524:02","content":"competitor identified recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01524","actor":"rep_37","timestamp":"2026-02-01T10:56:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01524:03","content":"battlecard retrieved recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01524","actor":"rep_37","timestamp":"2026-02-01T11:03:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01524:04","content":"proof point selected recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01524","actor":"rep_37","timestamp":"2026-02-01T11:02:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01524:05","content":"response drafted recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01524","actor":"rep_37","timestamp":"2026-02-01T11:29:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01524:06","content":"response reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01524","actor":"rep_37","timestamp":"2026-02-01T11:29:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01524:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01524)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01524\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01524\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01525","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-01-06T22:01:00.000Z","closed_at":"2026-01-06T22:57:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($459k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01525","actor":"rep_06","timestamp":"2026-01-06T22:01:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01525:00","content":"Operational trigger received from gmail for NovaBio Labs ($459k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$459k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01525","actor":"rep_06","timestamp":"2026-01-06T22:05:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01525:01","content":"objection received recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01525","actor":"rep_06","timestamp":"2026-01-06T22:23:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01525:02","content":"competitor identified recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01525","actor":"rep_06","timestamp":"2026-01-06T22:28:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01525:03","content":"battlecard retrieved recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01525","actor":"rep_06","timestamp":"2026-01-06T22:37:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01525:04","content":"proof point selected recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01525","actor":"rep_06","timestamp":"2026-01-06T22:51:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01525:05","content":"response drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01525","actor":"rep_06","timestamp":"2026-01-06T22:55:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01525:06","content":"response reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01525","actor":"rep_06","timestamp":"2026-01-06T22:57:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01525:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01525)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01525\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":149,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01525\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01526","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-03-05T01:08:00.000Z","closed_at":"2026-03-05T01:43:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($355k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01526","actor":"rep_01","timestamp":"2026-03-05T01:08:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01526:00","content":"Operational trigger received from gmail for Nexus AI ($355k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":77,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$355k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01526","actor":"rep_01","timestamp":"2026-03-05T01:19:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01526:01","content":"objection received recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"objection_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01526","actor":"rep_01","timestamp":"2026-03-05T01:14:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01526:02","content":"competitor identified recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01526","actor":"rep_01","timestamp":"2026-03-05T01:38:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01526:03","content":"battlecard retrieved recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01526","actor":"rep_01","timestamp":"2026-03-05T01:52:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01526:04","content":"proof point selected recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01526","actor":"rep_01","timestamp":"2026-03-05T01:48:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01526:05","content":"response drafted recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01526","actor":"rep_01","timestamp":"2026-03-05T01:32:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01526:06","content":"response reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01526","actor":"rep_01","timestamp":"2026-03-05T01:43:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01526:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01526)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01526\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":197,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01526\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01527","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-02-08T09:23:00.000Z","closed_at":"2026-02-08T10:40:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($122k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01527","actor":"rep_31","timestamp":"2026-02-08T09:23:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01527:00","content":"Operational trigger received from gmail for Catalyst Software ($122k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":186,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$122k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01527","actor":"rep_31","timestamp":"2026-02-08T09:29:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01527:01","content":"objection received recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"objection_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01527","actor":"rep_31","timestamp":"2026-02-08T09:33:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01527:02","content":"competitor identified recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01527","actor":"rep_31","timestamp":"2026-02-08T09:56:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01527:03","content":"battlecard retrieved recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01527","actor":"rep_31","timestamp":"2026-02-08T09:55:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01527:04","content":"proof point selected recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01527","actor":"rep_31","timestamp":"2026-02-08T09:48:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01527:05","content":"response drafted recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01527","actor":"rep_31","timestamp":"2026-02-08T09:53:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01527:06","content":"response reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01527","actor":"rep_31","timestamp":"2026-02-08T10:40:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01527:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01527)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01527\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01527\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01528","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-03-31T08:48:00.000Z","closed_at":"2026-03-31T09:51:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($67k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01528","actor":"rep_14","timestamp":"2026-03-31T08:48:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01528:00","content":"Operational trigger received from gmail for Pinnacle Media ($67k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":50,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$67k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01528","actor":"rep_14","timestamp":"2026-03-31T08:51:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01528:01","content":"objection received recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"objection_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01528","actor":"rep_14","timestamp":"2026-03-31T09:00:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01528:02","content":"competitor identified recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01528","actor":"rep_14","timestamp":"2026-03-31T09:06:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01528:03","content":"battlecard retrieved recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01528","actor":"rep_14","timestamp":"2026-03-31T09:08:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01528:04","content":"proof point selected recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01528","actor":"rep_14","timestamp":"2026-03-31T09:28:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01528:05","content":"response drafted recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01528","actor":"rep_14","timestamp":"2026-03-31T09:24:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01528:06","content":"response reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01528","actor":"rep_14","timestamp":"2026-03-31T09:51:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01528:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01528)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01528\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":118,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01528\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01529","actor":"rep_06","actor_name":"Marcus Vance","company":"Sentinel Networks","opened_at":"2026-01-19T05:18:00.000Z","closed_at":"2026-01-19T06:21:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($286k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01529","actor":"rep_06","timestamp":"2026-01-19T05:18:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01529:00","content":"Operational trigger received from gmail for Sentinel Networks ($286k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$286k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01529","actor":"rep_06","timestamp":"2026-01-19T05:28:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01529:01","content":"objection received recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"objection_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01529","actor":"rep_06","timestamp":"2026-01-19T05:40:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01529:02","content":"competitor identified recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01529","actor":"rep_06","timestamp":"2026-01-19T05:48:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01529:03","content":"battlecard retrieved recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01529","actor":"rep_06","timestamp":"2026-01-19T05:34:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01529:04","content":"proof point selected recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01529","actor":"rep_06","timestamp":"2026-01-19T05:33:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01529:05","content":"response drafted recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01529","actor":"rep_06","timestamp":"2026-01-19T05:48:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01529:06","content":"response reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01529","actor":"rep_06","timestamp":"2026-01-19T06:21:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01529:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01529)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01529\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":79,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01529\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01530","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-01-15T22:19:00.000Z","closed_at":"2026-01-15T22:54:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($442k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01530","actor":"rep_32","timestamp":"2026-01-15T22:19:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01530:00","content":"Operational trigger received from gmail for Aura Therapeutics ($442k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":69,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$442k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01530","actor":"rep_32","timestamp":"2026-01-15T22:24:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01530:01","content":"objection received recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"objection_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01530","actor":"rep_32","timestamp":"2026-01-15T22:35:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01530:02","content":"competitor identified recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01530","actor":"rep_32","timestamp":"2026-01-15T22:43:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01530:03","content":"battlecard retrieved recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01530","actor":"rep_32","timestamp":"2026-01-15T22:55:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01530:04","content":"proof point selected recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01530","actor":"rep_32","timestamp":"2026-01-15T22:59:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01530:05","content":"response drafted recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_drafted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01530","actor":"rep_32","timestamp":"2026-01-15T22:43:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01530:06","content":"response reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01530","actor":"rep_32","timestamp":"2026-01-15T22:54:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01530:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01530)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01530\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":167,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01530\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01531","actor":"rep_32","actor_name":"Liam O'Connor","company":"OmniChannel Inc","opened_at":"2026-02-16T05:10:00.000Z","closed_at":"2026-02-16T06:13:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($378k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01531","actor":"rep_32","timestamp":"2026-02-16T05:10:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01531:00","content":"Operational trigger received from gmail for OmniChannel Inc ($378k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$378k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01531","actor":"rep_32","timestamp":"2026-02-16T05:21:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01531:01","content":"objection received recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01531","actor":"rep_32","timestamp":"2026-02-16T05:26:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01531:02","content":"competitor identified recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01531","actor":"rep_32","timestamp":"2026-02-16T05:37:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01531:03","content":"battlecard retrieved recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01531","actor":"rep_32","timestamp":"2026-02-16T05:42:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01531:04","content":"proof point selected recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01531","actor":"rep_32","timestamp":"2026-02-16T06:05:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01531:05","content":"response drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01531","actor":"rep_32","timestamp":"2026-02-16T06:10:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01531:06","content":"response reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01531","actor":"rep_32","timestamp":"2026-02-16T06:13:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01531:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01531)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01531\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":105,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01531\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01532","actor":"rep_14","actor_name":"Rachel Adams","company":"OmniChannel Inc","opened_at":"2026-02-11T17:49:00.000Z","closed_at":"2026-02-11T18:45:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($219k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01532","actor":"rep_14","timestamp":"2026-02-11T17:49:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01532:00","content":"Operational trigger received from gmail for OmniChannel Inc ($219k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$219k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01532","actor":"rep_14","timestamp":"2026-02-11T17:55:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01532:01","content":"objection received recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"objection_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01532","actor":"rep_14","timestamp":"2026-02-11T18:03:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01532:02","content":"competitor identified recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01532","actor":"rep_14","timestamp":"2026-02-11T18:07:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01532:03","content":"battlecard retrieved recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01532","actor":"rep_14","timestamp":"2026-02-11T18:29:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01532:04","content":"proof point selected recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01532","actor":"rep_14","timestamp":"2026-02-11T18:39:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01532:05","content":"response drafted recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_drafted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01532","actor":"rep_14","timestamp":"2026-02-11T18:37:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01532:06","content":"response reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01532","actor":"rep_14","timestamp":"2026-02-11T18:45:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01532:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01532)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01532\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":277,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01532\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01533","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-01-02T16:10:00.000Z","closed_at":"2026-01-02T16:59:00.000Z","source":"gmail","workflow_truth":"competitor_objection_response","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Respond to a competitor objection with approved differentiation","company":"NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($73k ARR)","information_consulted":["battlecard_retrieved","response_reviewed"],"actions_taken":["objection_received","competitor_identified","battlecard_retrieved","proof_point_selected","response_drafted","response_reviewed"],"decision_points":["respond_or_escalate"],"constraints":["use approved claims only","avoid competitor disparagement"],"final_output":"respond_or_escalate","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01533","actor":"rep_25","timestamp":"2026-01-02T16:10:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01533:00","content":"Operational trigger received from gmail for NovaBio Labs ($73k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":149,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$73k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01533","actor":"rep_25","timestamp":"2026-01-02T16:20:00.000Z","source":"gmail","event_type":"objection_received","object":"record:crm_01533:01","content":"objection received recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"objection_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"objection_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"objection_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01533","actor":"rep_25","timestamp":"2026-01-02T16:30:00.000Z","source":"gmail","event_type":"competitor_identified","object":"record:crm_01533:02","content":"competitor identified recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"competitor_identified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"competitor_identified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"competitor_identified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01533","actor":"rep_25","timestamp":"2026-01-02T16:25:00.000Z","source":"gmail","event_type":"battlecard_retrieved","object":"record:crm_01533:03","content":"battlecard retrieved recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"battlecard_retrieved\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"battlecard_retrieved","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"battlecard_retrieved\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01533","actor":"rep_25","timestamp":"2026-01-02T16:34:00.000Z","source":"gmail","event_type":"proof_point_selected","object":"record:crm_01533:04","content":"proof point selected recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"proof_point_selected\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"proof_point_selected","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"proof_point_selected\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01533","actor":"rep_25","timestamp":"2026-01-02T16:45:00.000Z","source":"gmail","event_type":"response_drafted","object":"record:crm_01533:05","content":"response drafted recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"response_drafted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_drafted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_drafted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01533","actor":"rep_25","timestamp":"2026-01-02T17:04:00.000Z","source":"gmail","event_type":"response_reviewed","object":"record:crm_01533:06","content":"response reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"response_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"response_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"response_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01533","actor":"rep_25","timestamp":"2026-01-02T16:59:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01533:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01533)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01533\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":128,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01533\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01534","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-02-19T23:22:00.000Z","closed_at":"2026-02-20T00:25:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($303k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01534","actor":"rep_32","timestamp":"2026-02-19T23:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01534:00","content":"Operational trigger received from salesforce for Vanguard Financial ($303k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":170,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$303k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01534","actor":"rep_32","timestamp":"2026-02-19T23:32:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01534:01","content":"usage signal received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01534","actor":"rep_32","timestamp":"2026-02-19T23:44:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01534:02","content":"account reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01534","actor":"rep_32","timestamp":"2026-02-19T23:55:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01534:03","content":"stakeholders mapped recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01534","actor":"rep_32","timestamp":"2026-02-20T00:02:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01534:04","content":"need evidence extracted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01534","actor":"rep_32","timestamp":"2026-02-19T23:57:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01534:05","content":"expansion scored recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01534","actor":"rep_32","timestamp":"2026-02-19T23:46:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01534:06","content":"owner notified recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01534","actor":"rep_32","timestamp":"2026-02-20T00:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01534:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01534)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01534\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":126,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01534\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01535","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-01-23T20:47:00.000Z","closed_at":"2026-01-23T21:08:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($389k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01535","actor":"rep_32","timestamp":"2026-01-23T20:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01535:00","content":"Operational trigger received from salesforce for Acme Health Systems ($389k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":102,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$389k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01535","actor":"rep_32","timestamp":"2026-01-23T20:57:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01535:01","content":"usage signal received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01535","actor":"rep_32","timestamp":"2026-01-23T20:57:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01535:02","content":"account reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01535","actor":"rep_32","timestamp":"2026-01-23T21:17:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01535:03","content":"stakeholders mapped recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01535","actor":"rep_32","timestamp":"2026-01-23T20:59:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01535:04","content":"need evidence extracted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01535","actor":"rep_32","timestamp":"2026-01-23T21:12:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01535:05","content":"expansion scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01535","actor":"rep_32","timestamp":"2026-01-23T21:41:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01535:06","content":"owner notified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01535","actor":"rep_32","timestamp":"2026-01-23T21:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01535:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01535)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01535\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01535\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01536","actor":"rep_14","actor_name":"Rachel Adams","company":"Acme Health Systems","opened_at":"2026-03-10T09:03:00.000Z","closed_at":"2026-03-10T10:13:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($156k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01536","actor":"rep_14","timestamp":"2026-03-10T09:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01536:00","content":"Operational trigger received from salesforce for Acme Health Systems ($156k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$156k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01536","actor":"rep_14","timestamp":"2026-03-10T09:12:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01536:01","content":"usage signal received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01536","actor":"rep_14","timestamp":"2026-03-10T09:09:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01536:02","content":"account reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01536","actor":"rep_14","timestamp":"2026-03-10T09:18:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01536:03","content":"stakeholders mapped recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01536","actor":"rep_14","timestamp":"2026-03-10T09:27:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01536:04","content":"need evidence extracted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01536","actor":"rep_14","timestamp":"2026-03-10T09:23:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01536:05","content":"expansion scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01536","actor":"rep_14","timestamp":"2026-03-10T09:21:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01536:06","content":"owner notified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01536","actor":"rep_14","timestamp":"2026-03-10T10:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01536:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01536)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01536\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":245,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01536\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01537","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-03-26T10:54:00.000Z","closed_at":"2026-03-26T11:29:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($62k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01537","actor":"rep_19","timestamp":"2026-03-26T10:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01537:00","content":"Operational trigger received from salesforce for Pinnacle Media ($62k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$62k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01537","actor":"rep_19","timestamp":"2026-03-26T10:59:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01537:01","content":"usage signal received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01537","actor":"rep_19","timestamp":"2026-03-26T11:16:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01537:02","content":"account reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01537","actor":"rep_19","timestamp":"2026-03-26T11:03:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01537:03","content":"stakeholders mapped recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01537","actor":"rep_19","timestamp":"2026-03-26T11:38:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01537:04","content":"need evidence extracted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01537","actor":"rep_19","timestamp":"2026-03-26T11:14:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01537:05","content":"expansion scored recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01537","actor":"rep_19","timestamp":"2026-03-26T11:54:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01537:06","content":"owner notified recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01537","actor":"rep_19","timestamp":"2026-03-26T11:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01537:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01537)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01537\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01537\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01538","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-03-09T07:23:00.000Z","closed_at":"2026-03-09T08:05:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($453k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01538","actor":"rep_14","timestamp":"2026-03-09T07:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01538:00","content":"Operational trigger received from salesforce for Stripe Technologies ($453k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$453k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01538","actor":"rep_14","timestamp":"2026-03-09T07:28:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01538:01","content":"usage signal received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01538","actor":"rep_14","timestamp":"2026-03-09T07:33:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01538:02","content":"account reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01538","actor":"rep_14","timestamp":"2026-03-09T07:38:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01538:03","content":"stakeholders mapped recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01538","actor":"rep_14","timestamp":"2026-03-09T08:07:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01538:04","content":"need evidence extracted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01538","actor":"rep_14","timestamp":"2026-03-09T08:08:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01538:05","content":"expansion scored recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01538","actor":"rep_14","timestamp":"2026-03-09T07:53:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01538:06","content":"owner notified recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01538","actor":"rep_14","timestamp":"2026-03-09T08:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01538:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01538)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01538\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":51,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01538\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01539","actor":"rep_31","actor_name":"Aisha Taylor","company":"FinTech Global","opened_at":"2026-01-10T07:19:00.000Z","closed_at":"2026-01-10T07:54:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($245k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01539","actor":"rep_31","timestamp":"2026-01-10T07:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01539:00","content":"Operational trigger received from salesforce for FinTech Global ($245k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":234,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$245k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01539","actor":"rep_31","timestamp":"2026-01-10T07:23:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01539:01","content":"usage signal received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01539","actor":"rep_31","timestamp":"2026-01-10T07:27:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01539:02","content":"account reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01539","actor":"rep_31","timestamp":"2026-01-10T07:52:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01539:03","content":"stakeholders mapped recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"FinTech Global\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01539","actor":"rep_31","timestamp":"2026-01-10T08:03:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01539:04","content":"need evidence extracted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01539","actor":"rep_31","timestamp":"2026-01-10T08:14:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01539:05","content":"expansion scored recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"FinTech Global\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01539","actor":"rep_31","timestamp":"2026-01-10T08:13:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01539:06","content":"owner notified recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owner_notified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01539","actor":"rep_31","timestamp":"2026-01-10T07:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01539:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01539)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01539\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":104,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01539\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01540","actor":"rep_06","actor_name":"Marcus Vance","company":"Aura Therapeutics","opened_at":"2026-01-19T16:18:00.000Z","closed_at":"2026-01-19T16:39:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($229k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01540","actor":"rep_06","timestamp":"2026-01-19T16:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01540:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($229k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":274,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$229k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01540","actor":"rep_06","timestamp":"2026-01-19T16:29:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01540:01","content":"usage signal received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01540","actor":"rep_06","timestamp":"2026-01-19T16:28:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01540:02","content":"account reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01540","actor":"rep_06","timestamp":"2026-01-19T16:36:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01540:03","content":"stakeholders mapped recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01540","actor":"rep_06","timestamp":"2026-01-19T16:50:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01540:04","content":"need evidence extracted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01540","actor":"rep_06","timestamp":"2026-01-19T17:08:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01540:05","content":"expansion scored recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01540","actor":"rep_06","timestamp":"2026-01-19T16:42:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01540:06","content":"owner notified recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01540","actor":"rep_06","timestamp":"2026-01-19T16:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01540:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01540)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01540\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":240,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01540\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01541","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-03-01T23:18:00.000Z","closed_at":"2026-03-01T23:53:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($445k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01541","actor":"rep_31","timestamp":"2026-03-01T23:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01541:00","content":"Operational trigger received from salesforce for Nexus AI ($445k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":47,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$445k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01541","actor":"rep_31","timestamp":"2026-03-01T23:21:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01541:01","content":"usage signal received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01541","actor":"rep_31","timestamp":"2026-03-01T23:34:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01541:02","content":"account reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01541","actor":"rep_31","timestamp":"2026-03-01T23:33:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01541:03","content":"stakeholders mapped recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01541","actor":"rep_31","timestamp":"2026-03-01T23:50:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01541:04","content":"need evidence extracted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01541","actor":"rep_31","timestamp":"2026-03-01T23:48:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01541:05","content":"expansion scored recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01541","actor":"rep_31","timestamp":"2026-03-02T00:18:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01541:06","content":"owner notified recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01541","actor":"rep_31","timestamp":"2026-03-01T23:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01541:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01541)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01541\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01541\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01542","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-01-31T17:17:00.000Z","closed_at":"2026-01-31T18:34:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($325k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01542","actor":"rep_14","timestamp":"2026-01-31T17:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01542:00","content":"Operational trigger received from salesforce for Pinnacle Media ($325k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":255,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$325k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01542","actor":"rep_14","timestamp":"2026-01-31T17:20:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01542:01","content":"usage signal received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01542","actor":"rep_14","timestamp":"2026-01-31T17:31:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01542:02","content":"account reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01542","actor":"rep_14","timestamp":"2026-01-31T17:32:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01542:03","content":"stakeholders mapped recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01542","actor":"rep_14","timestamp":"2026-01-31T17:41:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01542:04","content":"need evidence extracted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01542","actor":"rep_14","timestamp":"2026-01-31T18:12:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01542:05","content":"expansion scored recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01542","actor":"rep_14","timestamp":"2026-01-31T18:23:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01542:06","content":"owner notified recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01542","actor":"rep_14","timestamp":"2026-01-31T18:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01542:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01542)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01542\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":180,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01542\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01543","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-01-21T23:13:00.000Z","closed_at":"2026-01-22T00:23:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($49k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01543","actor":"rep_25","timestamp":"2026-01-21T23:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01543:00","content":"Operational trigger received from salesforce for Sentinel Networks ($49k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$49k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01543","actor":"rep_25","timestamp":"2026-01-21T23:21:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01543:01","content":"usage signal received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01543","actor":"rep_25","timestamp":"2026-01-21T23:21:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01543:02","content":"account reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01543","actor":"rep_25","timestamp":"2026-01-21T23:22:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01543:03","content":"stakeholders mapped recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01543","actor":"rep_25","timestamp":"2026-01-21T23:41:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01543:04","content":"need evidence extracted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01543","actor":"rep_25","timestamp":"2026-01-21T23:48:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01543:05","content":"expansion scored recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01543","actor":"rep_25","timestamp":"2026-01-21T23:31:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01543:06","content":"owner notified recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01543","actor":"rep_25","timestamp":"2026-01-22T00:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01543:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01543)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01543\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":246,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01543\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01544","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-01-04T04:55:00.000Z","closed_at":"2026-01-04T05:58:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($209k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01544","actor":"rep_01","timestamp":"2026-01-04T04:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01544:00","content":"Operational trigger received from salesforce for Catalyst Software ($209k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":217,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$209k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01544","actor":"rep_01","timestamp":"2026-01-04T05:05:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01544:01","content":"usage signal received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01544","actor":"rep_01","timestamp":"2026-01-04T05:13:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01544:02","content":"account reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01544","actor":"rep_01","timestamp":"2026-01-04T05:07:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01544:03","content":"stakeholders mapped recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01544","actor":"rep_01","timestamp":"2026-01-04T05:27:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01544:04","content":"need evidence extracted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01544","actor":"rep_01","timestamp":"2026-01-04T05:40:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01544:05","content":"expansion scored recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01544","actor":"rep_01","timestamp":"2026-01-04T05:43:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01544:06","content":"owner notified recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01544","actor":"rep_01","timestamp":"2026-01-04T05:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01544:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01544)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01544\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":58,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01544\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01545","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-01-25T15:07:00.000Z","closed_at":"2026-01-25T16:03:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($84k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01545","actor":"rep_25","timestamp":"2026-01-25T15:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01545:00","content":"Operational trigger received from salesforce for Nexus AI ($84k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$84k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01545","actor":"rep_25","timestamp":"2026-01-25T15:10:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01545:01","content":"usage signal received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01545","actor":"rep_25","timestamp":"2026-01-25T15:13:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01545:02","content":"account reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01545","actor":"rep_25","timestamp":"2026-01-25T15:34:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01545:03","content":"stakeholders mapped recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01545","actor":"rep_25","timestamp":"2026-01-25T15:19:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01545:04","content":"need evidence extracted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01545","actor":"rep_25","timestamp":"2026-01-25T16:02:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01545:05","content":"expansion scored recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01545","actor":"rep_25","timestamp":"2026-01-25T16:01:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01545:06","content":"owner notified recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01545","actor":"rep_25","timestamp":"2026-01-25T16:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01545:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01545)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01545\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":147,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01545\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01546","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-01-15T22:44:00.000Z","closed_at":"2026-01-15T23:26:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($154k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01546","actor":"rep_09","timestamp":"2026-01-15T22:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01546:00","content":"Operational trigger received from salesforce for Acme Health Systems ($154k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":231,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$154k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01546","actor":"rep_09","timestamp":"2026-01-15T22:53:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01546:01","content":"usage signal received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01546","actor":"rep_09","timestamp":"2026-01-15T23:04:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01546:02","content":"account reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01546","actor":"rep_09","timestamp":"2026-01-15T23:02:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01546:03","content":"stakeholders mapped recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01546","actor":"rep_09","timestamp":"2026-01-15T23:28:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01546:04","content":"need evidence extracted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01546","actor":"rep_09","timestamp":"2026-01-15T23:14:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01546:05","content":"expansion scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01546","actor":"rep_09","timestamp":"2026-01-15T23:20:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01546:06","content":"owner notified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01546","actor":"rep_09","timestamp":"2026-01-15T23:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01546:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01546)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01546\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":187,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01546\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01547","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-01-18T18:08:00.000Z","closed_at":"2026-01-18T19:25:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($428k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01547","actor":"rep_01","timestamp":"2026-01-18T18:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01547:00","content":"Operational trigger received from salesforce for Stripe Technologies ($428k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":181,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$428k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01547","actor":"rep_01","timestamp":"2026-01-18T18:15:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01547:01","content":"usage signal received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01547","actor":"rep_01","timestamp":"2026-01-18T18:24:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01547:02","content":"account reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01547","actor":"rep_01","timestamp":"2026-01-18T18:26:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01547:03","content":"stakeholders mapped recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01547","actor":"rep_01","timestamp":"2026-01-18T18:32:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01547:04","content":"need evidence extracted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01547","actor":"rep_01","timestamp":"2026-01-18T18:48:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01547:05","content":"expansion scored recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01547","actor":"rep_01","timestamp":"2026-01-18T19:02:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01547:06","content":"owner notified recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01547","actor":"rep_01","timestamp":"2026-01-18T19:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01547:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01547)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01547\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":175,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01547\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01548","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vertex Cyber","opened_at":"2026-03-26T04:49:00.000Z","closed_at":"2026-03-26T05:45:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($415k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01548","actor":"rep_25","timestamp":"2026-03-26T04:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01548:00","content":"Operational trigger received from salesforce for Vertex Cyber ($415k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":254,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$415k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01548","actor":"rep_25","timestamp":"2026-03-26T04:52:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01548:01","content":"usage signal received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01548","actor":"rep_25","timestamp":"2026-03-26T04:57:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01548:02","content":"account reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01548","actor":"rep_25","timestamp":"2026-03-26T05:04:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01548:03","content":"stakeholders mapped recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01548","actor":"rep_25","timestamp":"2026-03-26T05:13:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01548:04","content":"need evidence extracted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01548","actor":"rep_25","timestamp":"2026-03-26T05:24:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01548:05","content":"expansion scored recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01548","actor":"rep_25","timestamp":"2026-03-26T05:49:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01548:06","content":"owner notified recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01548","actor":"rep_25","timestamp":"2026-03-26T05:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01548:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01548)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01548\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":202,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01548\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01549","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-03-26T06:07:00.000Z","closed_at":"2026-03-26T06:35:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($143k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01549","actor":"rep_31","timestamp":"2026-03-26T06:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01549:00","content":"Operational trigger received from salesforce for Nexus AI ($143k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":136,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$143k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01549","actor":"rep_31","timestamp":"2026-03-26T06:11:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01549:01","content":"usage signal received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01549","actor":"rep_31","timestamp":"2026-03-26T06:13:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01549:02","content":"account reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01549","actor":"rep_31","timestamp":"2026-03-26T06:31:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01549:03","content":"stakeholders mapped recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01549","actor":"rep_31","timestamp":"2026-03-26T06:27:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01549:04","content":"need evidence extracted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01549","actor":"rep_31","timestamp":"2026-03-26T06:57:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01549:05","content":"expansion scored recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01549","actor":"rep_31","timestamp":"2026-03-26T07:07:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01549:06","content":"owner notified recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01549","actor":"rep_31","timestamp":"2026-03-26T06:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01549:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01549)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01549\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":247,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01549\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01550","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vanguard Financial","opened_at":"2026-03-05T01:59:00.000Z","closed_at":"2026-03-05T02:27:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($150k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01550","actor":"rep_31","timestamp":"2026-03-05T01:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01550:00","content":"Operational trigger received from salesforce for Vanguard Financial ($150k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":257,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$150k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01550","actor":"rep_31","timestamp":"2026-03-05T02:04:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01550:01","content":"usage signal received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01550","actor":"rep_31","timestamp":"2026-03-05T02:07:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01550:02","content":"account reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01550","actor":"rep_31","timestamp":"2026-03-05T02:32:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01550:03","content":"stakeholders mapped recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01550","actor":"rep_31","timestamp":"2026-03-05T02:35:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01550:04","content":"need evidence extracted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01550","actor":"rep_31","timestamp":"2026-03-05T02:34:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01550:05","content":"expansion scored recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01550","actor":"rep_31","timestamp":"2026-03-05T02:41:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01550:06","content":"owner notified recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01550","actor":"rep_31","timestamp":"2026-03-05T02:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01550:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01550)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01550\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":168,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01550\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01551","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-02-17T23:36:00.000Z","closed_at":"2026-02-18T00:46:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($366k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01551","actor":"rep_01","timestamp":"2026-02-17T23:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01551:00","content":"Operational trigger received from salesforce for Acme Health Systems ($366k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":133,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$366k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01551","actor":"rep_01","timestamp":"2026-02-17T23:40:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01551:01","content":"usage signal received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01551","actor":"rep_01","timestamp":"2026-02-17T23:42:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01551:02","content":"account reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01551","actor":"rep_01","timestamp":"2026-02-17T23:54:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01551:03","content":"stakeholders mapped recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01551","actor":"rep_01","timestamp":"2026-02-18T00:08:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01551:04","content":"need evidence extracted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01551","actor":"rep_01","timestamp":"2026-02-18T00:01:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01551:05","content":"expansion scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01551","actor":"rep_01","timestamp":"2026-02-18T00:18:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01551:06","content":"owner notified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01551","actor":"rep_01","timestamp":"2026-02-18T00:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01551:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01551)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01551\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":140,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01551\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01552","actor":"rep_37","actor_name":"Sophia Zhang","company":"Pinnacle Media","opened_at":"2026-02-08T14:22:00.000Z","closed_at":"2026-02-08T14:43:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($236k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01552","actor":"rep_37","timestamp":"2026-02-08T14:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01552:00","content":"Operational trigger received from salesforce for Pinnacle Media ($236k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":260,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$236k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01552","actor":"rep_37","timestamp":"2026-02-08T14:25:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01552:01","content":"usage signal received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01552","actor":"rep_37","timestamp":"2026-02-08T14:42:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01552:02","content":"account reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01552","actor":"rep_37","timestamp":"2026-02-08T14:55:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01552:03","content":"stakeholders mapped recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01552","actor":"rep_37","timestamp":"2026-02-08T14:46:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01552:04","content":"need evidence extracted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01552","actor":"rep_37","timestamp":"2026-02-08T14:47:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01552:05","content":"expansion scored recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01552","actor":"rep_37","timestamp":"2026-02-08T14:52:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01552:06","content":"owner notified recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01552","actor":"rep_37","timestamp":"2026-02-08T14:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01552:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01552)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01552\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":163,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01552\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01553","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-02-25T06:40:00.000Z","closed_at":"2026-02-25T07:15:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($403k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01553","actor":"rep_14","timestamp":"2026-02-25T06:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01553:00","content":"Operational trigger received from salesforce for Sentinel Networks ($403k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":55,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$403k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01553","actor":"rep_14","timestamp":"2026-02-25T06:50:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01553:01","content":"usage signal received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01553","actor":"rep_14","timestamp":"2026-02-25T07:02:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01553:02","content":"account reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01553","actor":"rep_14","timestamp":"2026-02-25T07:13:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01553:03","content":"stakeholders mapped recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01553","actor":"rep_14","timestamp":"2026-02-25T07:24:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01553:04","content":"need evidence extracted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01553","actor":"rep_14","timestamp":"2026-02-25T07:10:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01553:05","content":"expansion scored recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01553","actor":"rep_14","timestamp":"2026-02-25T06:58:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01553:06","content":"owner notified recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01553","actor":"rep_14","timestamp":"2026-02-25T07:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01553:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01553)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01553\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":136,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01553\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01554","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-02-07T21:22:00.000Z","closed_at":"2026-02-07T22:32:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($66k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01554","actor":"rep_19","timestamp":"2026-02-07T21:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01554:00","content":"Operational trigger received from salesforce for Sentinel Networks ($66k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":274,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$66k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01554","actor":"rep_19","timestamp":"2026-02-07T21:26:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01554:01","content":"usage signal received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01554","actor":"rep_19","timestamp":"2026-02-07T21:40:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01554:02","content":"account reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01554","actor":"rep_19","timestamp":"2026-02-07T21:46:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01554:03","content":"stakeholders mapped recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01554","actor":"rep_19","timestamp":"2026-02-07T21:54:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01554:04","content":"need evidence extracted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01554","actor":"rep_19","timestamp":"2026-02-07T21:52:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01554:05","content":"expansion scored recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01554","actor":"rep_19","timestamp":"2026-02-07T22:16:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01554:06","content":"owner notified recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01554","actor":"rep_19","timestamp":"2026-02-07T22:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01554:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01554)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01554\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01554\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01555","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-03-29T23:32:00.000Z","closed_at":"2026-03-30T00:07:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($121k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01555","actor":"rep_19","timestamp":"2026-03-29T23:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01555:00","content":"Operational trigger received from salesforce for Apex Retail Group ($121k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$121k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01555","actor":"rep_19","timestamp":"2026-03-29T23:39:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01555:01","content":"usage signal received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01555","actor":"rep_19","timestamp":"2026-03-29T23:48:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01555:02","content":"account reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01555","actor":"rep_19","timestamp":"2026-03-29T23:53:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01555:03","content":"stakeholders mapped recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01555","actor":"rep_19","timestamp":"2026-03-29T23:56:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01555:04","content":"need evidence extracted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01555","actor":"rep_19","timestamp":"2026-03-30T00:27:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01555:05","content":"expansion scored recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01555","actor":"rep_19","timestamp":"2026-03-30T00:02:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01555:06","content":"owner notified recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01555","actor":"rep_19","timestamp":"2026-03-30T00:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01555:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01555)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01555\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":232,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01555\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01556","actor":"rep_32","actor_name":"Liam O'Connor","company":"OmniChannel Inc","opened_at":"2026-03-04T07:17:00.000Z","closed_at":"2026-03-04T08:13:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($392k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01556","actor":"rep_32","timestamp":"2026-03-04T07:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01556:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($392k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":279,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$392k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01556","actor":"rep_32","timestamp":"2026-03-04T07:28:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01556:01","content":"usage signal received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01556","actor":"rep_32","timestamp":"2026-03-04T07:35:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01556:02","content":"account reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01556","actor":"rep_32","timestamp":"2026-03-04T07:26:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01556:03","content":"stakeholders mapped recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01556","actor":"rep_32","timestamp":"2026-03-04T07:33:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01556:04","content":"need evidence extracted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01556","actor":"rep_32","timestamp":"2026-03-04T08:07:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01556:05","content":"expansion scored recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01556","actor":"rep_32","timestamp":"2026-03-04T07:35:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01556:06","content":"owner notified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_notified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01556","actor":"rep_32","timestamp":"2026-03-04T08:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01556:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01556)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01556\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01556\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01557","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-03-01T19:45:00.000Z","closed_at":"2026-03-01T20:55:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($384k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01557","actor":"rep_09","timestamp":"2026-03-01T19:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01557:00","content":"Operational trigger received from salesforce for Sentinel Networks ($384k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$384k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01557","actor":"rep_09","timestamp":"2026-03-01T19:54:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01557:01","content":"usage signal received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01557","actor":"rep_09","timestamp":"2026-03-01T19:59:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01557:02","content":"account reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01557","actor":"rep_09","timestamp":"2026-03-01T20:15:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01557:03","content":"stakeholders mapped recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01557","actor":"rep_09","timestamp":"2026-03-01T20:01:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01557:04","content":"need evidence extracted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01557","actor":"rep_09","timestamp":"2026-03-01T20:05:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01557:05","content":"expansion scored recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01557","actor":"rep_09","timestamp":"2026-03-01T20:21:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01557:06","content":"owner notified recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01557","actor":"rep_09","timestamp":"2026-03-01T20:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01557:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01557)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01557\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":269,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01557\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01558","actor":"rep_01","actor_name":"Sarah Chen","company":"Pinnacle Media","opened_at":"2026-03-20T13:25:00.000Z","closed_at":"2026-03-20T13:46:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($177k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01558","actor":"rep_01","timestamp":"2026-03-20T13:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01558:00","content":"Operational trigger received from salesforce for Pinnacle Media ($177k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01558","actor":"rep_01","timestamp":"2026-03-20T13:36:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01558:01","content":"usage signal received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01558","actor":"rep_01","timestamp":"2026-03-20T13:39:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01558:02","content":"account reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01558","actor":"rep_01","timestamp":"2026-03-20T13:49:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01558:03","content":"stakeholders mapped recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01558","actor":"rep_01","timestamp":"2026-03-20T13:41:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01558:04","content":"need evidence extracted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01558","actor":"rep_01","timestamp":"2026-03-20T14:15:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01558:05","content":"expansion scored recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01558","actor":"rep_01","timestamp":"2026-03-20T13:55:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01558:06","content":"owner notified recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01558","actor":"rep_01","timestamp":"2026-03-20T13:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01558:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01558)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01558\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01558\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01559","actor":"rep_31","actor_name":"Aisha Taylor","company":"Acme Health Systems","opened_at":"2026-03-04T09:57:00.000Z","closed_at":"2026-03-04T11:07:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($117k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01559","actor":"rep_31","timestamp":"2026-03-04T09:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01559:00","content":"Operational trigger received from salesforce for Acme Health Systems ($117k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":276,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$117k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01559","actor":"rep_31","timestamp":"2026-03-04T10:06:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01559:01","content":"usage signal received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01559","actor":"rep_31","timestamp":"2026-03-04T10:05:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01559:02","content":"account reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01559","actor":"rep_31","timestamp":"2026-03-04T10:18:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01559:03","content":"stakeholders mapped recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01559","actor":"rep_31","timestamp":"2026-03-04T10:21:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01559:04","content":"need evidence extracted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01559","actor":"rep_31","timestamp":"2026-03-04T10:32:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01559:05","content":"expansion scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01559","actor":"rep_31","timestamp":"2026-03-04T10:21:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01559:06","content":"owner notified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01559","actor":"rep_31","timestamp":"2026-03-04T11:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01559:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01559)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01559\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":59,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01559\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01560","actor":"rep_06","actor_name":"Marcus Vance","company":"Nexus AI","opened_at":"2026-02-06T18:11:00.000Z","closed_at":"2026-02-06T18:39:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($226k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01560","actor":"rep_06","timestamp":"2026-02-06T18:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01560:00","content":"Operational trigger received from salesforce for Nexus AI ($226k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01560","actor":"rep_06","timestamp":"2026-02-06T18:19:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01560:01","content":"usage signal received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01560","actor":"rep_06","timestamp":"2026-02-06T18:25:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01560:02","content":"account reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01560","actor":"rep_06","timestamp":"2026-02-06T18:35:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01560:03","content":"stakeholders mapped recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01560","actor":"rep_06","timestamp":"2026-02-06T18:51:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01560:04","content":"need evidence extracted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01560","actor":"rep_06","timestamp":"2026-02-06T18:51:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01560:05","content":"expansion scored recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01560","actor":"rep_06","timestamp":"2026-02-06T18:41:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01560:06","content":"owner notified recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01560","actor":"rep_06","timestamp":"2026-02-06T18:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01560:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01560)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01560\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":147,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01560\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01561","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-01-30T22:08:00.000Z","closed_at":"2026-01-30T22:29:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($120k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01561","actor":"rep_37","timestamp":"2026-01-30T22:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01561:00","content":"Operational trigger received from salesforce for Acme Health Systems ($120k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$120k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01561","actor":"rep_37","timestamp":"2026-01-30T22:15:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01561:01","content":"usage signal received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01561","actor":"rep_37","timestamp":"2026-01-30T22:26:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01561:02","content":"account reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01561","actor":"rep_37","timestamp":"2026-01-30T22:23:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01561:03","content":"stakeholders mapped recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01561","actor":"rep_37","timestamp":"2026-01-30T22:44:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01561:04","content":"need evidence extracted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01561","actor":"rep_37","timestamp":"2026-01-30T22:28:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01561:05","content":"expansion scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01561","actor":"rep_37","timestamp":"2026-01-30T22:38:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01561:06","content":"owner notified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01561","actor":"rep_37","timestamp":"2026-01-30T22:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01561:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01561)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01561\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":161,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01561\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01562","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-03-22T14:00:00.000Z","closed_at":"2026-03-22T14:35:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($201k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01562","actor":"rep_37","timestamp":"2026-03-22T14:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01562:00","content":"Operational trigger received from salesforce for Catalyst Software ($201k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":266,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$201k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01562","actor":"rep_37","timestamp":"2026-03-22T14:08:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01562:01","content":"usage signal received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01562","actor":"rep_37","timestamp":"2026-03-22T14:06:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01562:02","content":"account reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01562","actor":"rep_37","timestamp":"2026-03-22T14:27:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01562:03","content":"stakeholders mapped recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01562","actor":"rep_37","timestamp":"2026-03-22T14:16:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01562:04","content":"need evidence extracted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01562","actor":"rep_37","timestamp":"2026-03-22T14:35:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01562:05","content":"expansion scored recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01562","actor":"rep_37","timestamp":"2026-03-22T14:48:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01562:06","content":"owner notified recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01562","actor":"rep_37","timestamp":"2026-03-22T14:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01562:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01562)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01562\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01562\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01563","actor":"rep_09","actor_name":"Elena Rostova","company":"OmniChannel Inc","opened_at":"2026-02-10T05:53:00.000Z","closed_at":"2026-02-10T06:21:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($298k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01563","actor":"rep_09","timestamp":"2026-02-10T05:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01563:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($298k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":68,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$298k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01563","actor":"rep_09","timestamp":"2026-02-10T06:03:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01563:01","content":"usage signal received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01563","actor":"rep_09","timestamp":"2026-02-10T05:59:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01563:02","content":"account reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01563","actor":"rep_09","timestamp":"2026-02-10T06:02:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01563:03","content":"stakeholders mapped recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01563","actor":"rep_09","timestamp":"2026-02-10T06:25:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01563:04","content":"need evidence extracted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01563","actor":"rep_09","timestamp":"2026-02-10T06:48:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01563:05","content":"expansion scored recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01563","actor":"rep_09","timestamp":"2026-02-10T06:11:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01563:06","content":"owner notified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_notified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01563","actor":"rep_09","timestamp":"2026-02-10T06:21:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01563:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01563)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01563\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":200,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01563\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01564","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-03-31T08:21:00.000Z","closed_at":"2026-03-31T09:24:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($210k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01564","actor":"rep_06","timestamp":"2026-03-31T08:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01564:00","content":"Operational trigger received from salesforce for Meridian Logistics ($210k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$210k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01564","actor":"rep_06","timestamp":"2026-03-31T08:30:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01564:01","content":"usage signal received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01564","actor":"rep_06","timestamp":"2026-03-31T08:39:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01564:02","content":"account reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01564","actor":"rep_06","timestamp":"2026-03-31T08:36:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01564:03","content":"stakeholders mapped recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01564","actor":"rep_06","timestamp":"2026-03-31T08:33:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01564:04","content":"need evidence extracted recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01564","actor":"rep_06","timestamp":"2026-03-31T08:41:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01564:05","content":"expansion scored recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01564","actor":"rep_06","timestamp":"2026-03-31T09:15:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01564:06","content":"owner notified recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01564","actor":"rep_06","timestamp":"2026-03-31T09:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01564:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01564)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01564\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":186,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01564\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01565","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-03-30T04:39:00.000Z","closed_at":"2026-03-30T05:42:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($169k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01565","actor":"rep_01","timestamp":"2026-03-30T04:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01565:00","content":"Operational trigger received from salesforce for Catalyst Software ($169k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":125,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$169k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01565","actor":"rep_01","timestamp":"2026-03-30T04:48:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01565:01","content":"usage signal received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01565","actor":"rep_01","timestamp":"2026-03-30T04:57:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01565:02","content":"account reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01565","actor":"rep_01","timestamp":"2026-03-30T04:57:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01565:03","content":"stakeholders mapped recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01565","actor":"rep_01","timestamp":"2026-03-30T04:55:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01565:04","content":"need evidence extracted recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01565","actor":"rep_01","timestamp":"2026-03-30T05:24:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01565:05","content":"expansion scored recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01565","actor":"rep_01","timestamp":"2026-03-30T04:57:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01565:06","content":"owner notified recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01565","actor":"rep_01","timestamp":"2026-03-30T05:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01565:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01565)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01565\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":275,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01565\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01566","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-01-25T02:59:00.000Z","closed_at":"2026-01-25T03:20:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($413k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01566","actor":"rep_20","timestamp":"2026-01-25T02:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01566:00","content":"Operational trigger received from salesforce for Sentinel Networks ($413k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":75,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01566","actor":"rep_20","timestamp":"2026-01-25T03:07:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01566:01","content":"usage signal received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01566","actor":"rep_20","timestamp":"2026-01-25T03:07:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01566:02","content":"account reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01566","actor":"rep_20","timestamp":"2026-01-25T03:17:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01566:03","content":"stakeholders mapped recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01566","actor":"rep_20","timestamp":"2026-01-25T03:27:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01566:04","content":"need evidence extracted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01566","actor":"rep_20","timestamp":"2026-01-25T03:49:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01566:05","content":"expansion scored recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01566","actor":"rep_20","timestamp":"2026-01-25T03:53:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01566:06","content":"owner notified recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01566","actor":"rep_20","timestamp":"2026-01-25T03:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01566:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01566)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01566\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":158,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01566\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01567","actor":"rep_20","actor_name":"Maya Patel","company":"Aura Therapeutics","opened_at":"2026-03-29T03:54:00.000Z","closed_at":"2026-03-29T05:04:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($213k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01567","actor":"rep_20","timestamp":"2026-03-29T03:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01567:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($213k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":234,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$213k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01567","actor":"rep_20","timestamp":"2026-03-29T03:57:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01567:01","content":"usage signal received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01567","actor":"rep_20","timestamp":"2026-03-29T04:16:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01567:02","content":"account reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01567","actor":"rep_20","timestamp":"2026-03-29T04:09:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01567:03","content":"stakeholders mapped recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01567","actor":"rep_20","timestamp":"2026-03-29T04:10:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01567:04","content":"need evidence extracted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01567","actor":"rep_20","timestamp":"2026-03-29T04:24:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01567:05","content":"expansion scored recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01567","actor":"rep_20","timestamp":"2026-03-29T04:30:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01567:06","content":"owner notified recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01567","actor":"rep_20","timestamp":"2026-03-29T05:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01567:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01567)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01567\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":101,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01567\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01568","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vertex Cyber","opened_at":"2026-02-04T09:01:00.000Z","closed_at":"2026-02-04T09:43:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($372k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01568","actor":"rep_25","timestamp":"2026-02-04T09:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01568:00","content":"Operational trigger received from salesforce for Vertex Cyber ($372k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":202,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$372k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01568","actor":"rep_25","timestamp":"2026-02-04T09:05:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01568:01","content":"usage signal received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01568","actor":"rep_25","timestamp":"2026-02-04T09:21:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01568:02","content":"account reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01568","actor":"rep_25","timestamp":"2026-02-04T09:22:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01568:03","content":"stakeholders mapped recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01568","actor":"rep_25","timestamp":"2026-02-04T09:41:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01568:04","content":"need evidence extracted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01568","actor":"rep_25","timestamp":"2026-02-04T09:41:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01568:05","content":"expansion scored recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01568","actor":"rep_25","timestamp":"2026-02-04T10:01:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01568:06","content":"owner notified recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01568","actor":"rep_25","timestamp":"2026-02-04T09:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01568:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01568)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01568\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":168,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01568\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01569","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-03-12T23:08:00.000Z","closed_at":"2026-03-12T23:57:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($71k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01569","actor":"rep_06","timestamp":"2026-03-12T23:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01569:00","content":"Operational trigger received from salesforce for Apex Retail Group ($71k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":187,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$71k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01569","actor":"rep_06","timestamp":"2026-03-12T23:15:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01569:01","content":"usage signal received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01569","actor":"rep_06","timestamp":"2026-03-12T23:28:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01569:02","content":"account reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01569","actor":"rep_06","timestamp":"2026-03-12T23:41:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01569:03","content":"stakeholders mapped recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01569","actor":"rep_06","timestamp":"2026-03-12T23:36:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01569:04","content":"need evidence extracted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01569","actor":"rep_06","timestamp":"2026-03-12T23:23:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01569:05","content":"expansion scored recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01569","actor":"rep_06","timestamp":"2026-03-12T23:44:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01569:06","content":"owner notified recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01569","actor":"rep_06","timestamp":"2026-03-12T23:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01569:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01569)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01569\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":205,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01569\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01570","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-03-28T03:26:00.000Z","closed_at":"2026-03-28T04:29:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($156k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01570","actor":"rep_32","timestamp":"2026-03-28T03:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01570:00","content":"Operational trigger received from salesforce for Nexus AI ($156k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$156k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01570","actor":"rep_32","timestamp":"2026-03-28T03:30:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01570:01","content":"usage signal received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01570","actor":"rep_32","timestamp":"2026-03-28T03:38:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01570:02","content":"account reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01570","actor":"rep_32","timestamp":"2026-03-28T03:53:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01570:03","content":"stakeholders mapped recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01570","actor":"rep_32","timestamp":"2026-03-28T04:06:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01570:04","content":"need evidence extracted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01570","actor":"rep_32","timestamp":"2026-03-28T04:06:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01570:05","content":"expansion scored recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01570","actor":"rep_32","timestamp":"2026-03-28T03:50:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01570:06","content":"owner notified recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01570","actor":"rep_32","timestamp":"2026-03-28T04:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01570:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01570)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01570\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":185,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01570\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01571","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-03-20T15:15:00.000Z","closed_at":"2026-03-20T16:18:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($308k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01571","actor":"rep_19","timestamp":"2026-03-20T15:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01571:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($308k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":93,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$308k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01571","actor":"rep_19","timestamp":"2026-03-20T15:18:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01571:01","content":"usage signal received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01571","actor":"rep_19","timestamp":"2026-03-20T15:37:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01571:02","content":"account reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01571","actor":"rep_19","timestamp":"2026-03-20T15:36:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01571:03","content":"stakeholders mapped recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01571","actor":"rep_19","timestamp":"2026-03-20T15:47:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01571:04","content":"need evidence extracted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01571","actor":"rep_19","timestamp":"2026-03-20T15:55:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01571:05","content":"expansion scored recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01571","actor":"rep_19","timestamp":"2026-03-20T16:21:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01571:06","content":"owner notified recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01571","actor":"rep_19","timestamp":"2026-03-20T16:18:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01571:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01571)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01571\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":199,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01571\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01572","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-02-07T13:13:00.000Z","closed_at":"2026-02-07T14:23:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($137k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01572","actor":"rep_31","timestamp":"2026-02-07T13:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01572:00","content":"Operational trigger received from salesforce for Sentinel Networks ($137k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$137k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01572","actor":"rep_31","timestamp":"2026-02-07T13:19:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01572:01","content":"usage signal received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01572","actor":"rep_31","timestamp":"2026-02-07T13:29:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01572:02","content":"account reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01572","actor":"rep_31","timestamp":"2026-02-07T13:31:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01572:03","content":"stakeholders mapped recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01572","actor":"rep_31","timestamp":"2026-02-07T13:41:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01572:04","content":"need evidence extracted recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01572","actor":"rep_31","timestamp":"2026-02-07T13:48:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01572:05","content":"expansion scored recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01572","actor":"rep_31","timestamp":"2026-02-07T13:37:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01572:06","content":"owner notified recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01572","actor":"rep_31","timestamp":"2026-02-07T14:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01572:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01572)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01572\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":193,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01572\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01573","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-03-11T12:05:00.000Z","closed_at":"2026-03-11T12:54:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($313k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01573","actor":"rep_37","timestamp":"2026-03-11T12:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01573:00","content":"Operational trigger received from salesforce for Beacon Energy ($313k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$313k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01573","actor":"rep_37","timestamp":"2026-03-11T12:16:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01573:01","content":"usage signal received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01573","actor":"rep_37","timestamp":"2026-03-11T12:21:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01573:02","content":"account reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01573","actor":"rep_37","timestamp":"2026-03-11T12:23:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01573:03","content":"stakeholders mapped recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01573","actor":"rep_37","timestamp":"2026-03-11T12:41:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01573:04","content":"need evidence extracted recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01573","actor":"rep_37","timestamp":"2026-03-11T12:55:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01573:05","content":"expansion scored recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01573","actor":"rep_37","timestamp":"2026-03-11T12:41:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01573:06","content":"owner notified recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01573","actor":"rep_37","timestamp":"2026-03-11T12:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01573:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01573)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01573\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01573\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01574","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-02-28T09:22:00.000Z","closed_at":"2026-02-28T09:57:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($227k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01574","actor":"rep_32","timestamp":"2026-02-28T09:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01574:00","content":"Operational trigger received from salesforce for FinTech Global ($227k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$227k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01574","actor":"rep_32","timestamp":"2026-02-28T09:32:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01574:01","content":"usage signal received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01574","actor":"rep_32","timestamp":"2026-02-28T09:28:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01574:02","content":"account reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01574","actor":"rep_32","timestamp":"2026-02-28T09:46:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01574:03","content":"stakeholders mapped recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"FinTech Global\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01574","actor":"rep_32","timestamp":"2026-02-28T09:50:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01574:04","content":"need evidence extracted recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"FinTech Global\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01574","actor":"rep_32","timestamp":"2026-02-28T10:12:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01574:05","content":"expansion scored recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"FinTech Global\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01574","actor":"rep_32","timestamp":"2026-02-28T10:28:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01574:06","content":"owner notified recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owner_notified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01574","actor":"rep_32","timestamp":"2026-02-28T09:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01574:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01574)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01574\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01574\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01575","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-01-29T00:21:00.000Z","closed_at":"2026-01-29T00:42:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($56k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01575","actor":"rep_32","timestamp":"2026-01-29T00:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01575:00","content":"Operational trigger received from salesforce for Meridian Logistics ($56k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$56k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01575","actor":"rep_32","timestamp":"2026-01-29T00:26:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01575:01","content":"usage signal received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01575","actor":"rep_32","timestamp":"2026-01-29T00:33:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01575:02","content":"account reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01575","actor":"rep_32","timestamp":"2026-01-29T00:45:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01575:03","content":"stakeholders mapped recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01575","actor":"rep_32","timestamp":"2026-01-29T00:33:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01575:04","content":"need evidence extracted recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01575","actor":"rep_32","timestamp":"2026-01-29T01:16:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01575:05","content":"expansion scored recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01575","actor":"rep_32","timestamp":"2026-01-29T00:57:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01575:06","content":"owner notified recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01575","actor":"rep_32","timestamp":"2026-01-29T00:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01575:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01575)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01575\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":73,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01575\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01576","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-02-06T08:42:00.000Z","closed_at":"2026-02-06T09:45:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($412k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01576","actor":"rep_01","timestamp":"2026-02-06T08:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01576:00","content":"Operational trigger received from salesforce for NovaBio Labs ($412k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":70,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$412k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01576","actor":"rep_01","timestamp":"2026-02-06T08:45:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01576:01","content":"usage signal received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01576","actor":"rep_01","timestamp":"2026-02-06T09:02:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01576:02","content":"account reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01576","actor":"rep_01","timestamp":"2026-02-06T09:00:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01576:03","content":"stakeholders mapped recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01576","actor":"rep_01","timestamp":"2026-02-06T09:10:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01576:04","content":"need evidence extracted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01576","actor":"rep_01","timestamp":"2026-02-06T09:27:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01576:05","content":"expansion scored recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01576","actor":"rep_01","timestamp":"2026-02-06T09:48:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01576:06","content":"owner notified recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owner_notified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01576","actor":"rep_01","timestamp":"2026-02-06T09:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01576:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01576)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01576\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":139,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01576\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01577","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-03-19T23:45:00.000Z","closed_at":"2026-03-20T00:48:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($168k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01577","actor":"rep_20","timestamp":"2026-03-19T23:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01577:00","content":"Operational trigger received from salesforce for Apex Retail Group ($168k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":129,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$168k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01577","actor":"rep_20","timestamp":"2026-03-19T23:48:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01577:01","content":"usage signal received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01577","actor":"rep_20","timestamp":"2026-03-19T23:55:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01577:02","content":"account reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01577","actor":"rep_20","timestamp":"2026-03-20T00:06:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01577:03","content":"stakeholders mapped recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01577","actor":"rep_20","timestamp":"2026-03-19T23:57:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01577:04","content":"need evidence extracted recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01577","actor":"rep_20","timestamp":"2026-03-20T00:05:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01577:05","content":"expansion scored recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01577","actor":"rep_20","timestamp":"2026-03-20T00:03:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01577:06","content":"owner notified recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01577","actor":"rep_20","timestamp":"2026-03-20T00:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01577:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01577)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01577\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":73,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01577\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01578","actor":"rep_14","actor_name":"Rachel Adams","company":"Aura Therapeutics","opened_at":"2026-02-25T06:06:00.000Z","closed_at":"2026-02-25T06:27:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($213k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01578","actor":"rep_14","timestamp":"2026-02-25T06:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01578:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($213k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":176,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$213k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01578","actor":"rep_14","timestamp":"2026-02-25T06:12:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01578:01","content":"usage signal received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01578","actor":"rep_14","timestamp":"2026-02-25T06:22:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01578:02","content":"account reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01578","actor":"rep_14","timestamp":"2026-02-25T06:21:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01578:03","content":"stakeholders mapped recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":208,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01578","actor":"rep_14","timestamp":"2026-02-25T06:30:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01578:04","content":"need evidence extracted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01578","actor":"rep_14","timestamp":"2026-02-25T06:36:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01578:05","content":"expansion scored recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01578","actor":"rep_14","timestamp":"2026-02-25T06:30:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01578:06","content":"owner notified recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01578","actor":"rep_14","timestamp":"2026-02-25T06:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01578:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01578)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01578\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":254,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01578\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01579","actor":"rep_19","actor_name":"James Wilson","company":"Nexus AI","opened_at":"2026-03-03T23:01:00.000Z","closed_at":"2026-03-04T00:04:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($313k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01579","actor":"rep_19","timestamp":"2026-03-03T23:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01579:00","content":"Operational trigger received from salesforce for Nexus AI ($313k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":109,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$313k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01579","actor":"rep_19","timestamp":"2026-03-03T23:07:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01579:01","content":"usage signal received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01579","actor":"rep_19","timestamp":"2026-03-03T23:21:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01579:02","content":"account reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01579","actor":"rep_19","timestamp":"2026-03-03T23:34:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01579:03","content":"stakeholders mapped recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01579","actor":"rep_19","timestamp":"2026-03-03T23:17:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01579:04","content":"need evidence extracted recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01579","actor":"rep_19","timestamp":"2026-03-03T23:41:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01579:05","content":"expansion scored recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01579","actor":"rep_19","timestamp":"2026-03-03T23:25:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01579:06","content":"owner notified recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01579","actor":"rep_19","timestamp":"2026-03-04T00:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01579:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01579)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01579\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":165,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01579\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01580","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-03-25T16:50:00.000Z","closed_at":"2026-03-25T18:00:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($356k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01580","actor":"rep_09","timestamp":"2026-03-25T16:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01580:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($356k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":89,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$356k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01580","actor":"rep_09","timestamp":"2026-03-25T16:57:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01580:01","content":"usage signal received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01580","actor":"rep_09","timestamp":"2026-03-25T17:00:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01580:02","content":"account reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01580","actor":"rep_09","timestamp":"2026-03-25T17:14:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01580:03","content":"stakeholders mapped recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01580","actor":"rep_09","timestamp":"2026-03-25T17:26:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01580:04","content":"need evidence extracted recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01580","actor":"rep_09","timestamp":"2026-03-25T17:40:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01580:05","content":"expansion scored recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01580","actor":"rep_09","timestamp":"2026-03-25T17:20:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01580:06","content":"owner notified recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01580","actor":"rep_09","timestamp":"2026-03-25T18:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01580:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01580)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01580\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01580\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01581","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-03-12T22:18:00.000Z","closed_at":"2026-03-12T23:14:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($208k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01581","actor":"rep_09","timestamp":"2026-03-12T22:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01581:00","content":"Operational trigger received from salesforce for Stripe Technologies ($208k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$208k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01581","actor":"rep_09","timestamp":"2026-03-12T22:21:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01581:01","content":"usage signal received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01581","actor":"rep_09","timestamp":"2026-03-12T22:38:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01581:02","content":"account reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01581","actor":"rep_09","timestamp":"2026-03-12T22:39:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01581:03","content":"stakeholders mapped recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01581","actor":"rep_09","timestamp":"2026-03-12T22:58:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01581:04","content":"need evidence extracted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01581","actor":"rep_09","timestamp":"2026-03-12T23:08:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01581:05","content":"expansion scored recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01581","actor":"rep_09","timestamp":"2026-03-12T23:24:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01581:06","content":"owner notified recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01581","actor":"rep_09","timestamp":"2026-03-12T23:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01581:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01581)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01581\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":102,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01581\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01582","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-03-20T03:17:00.000Z","closed_at":"2026-03-20T04:06:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($357k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01582","actor":"rep_19","timestamp":"2026-03-20T03:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01582:00","content":"Operational trigger received from salesforce for Acme Health Systems ($357k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":55,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$357k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01582","actor":"rep_19","timestamp":"2026-03-20T03:21:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01582:01","content":"usage signal received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01582","actor":"rep_19","timestamp":"2026-03-20T03:27:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01582:02","content":"account reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01582","actor":"rep_19","timestamp":"2026-03-20T03:47:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01582:03","content":"stakeholders mapped recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01582","actor":"rep_19","timestamp":"2026-03-20T03:33:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01582:04","content":"need evidence extracted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01582","actor":"rep_19","timestamp":"2026-03-20T04:12:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01582:05","content":"expansion scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01582","actor":"rep_19","timestamp":"2026-03-20T04:05:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01582:06","content":"owner notified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01582","actor":"rep_19","timestamp":"2026-03-20T04:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01582:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01582)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01582\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":282,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01582\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01583","actor":"rep_14","actor_name":"Rachel Adams","company":"Vertex Cyber","opened_at":"2026-01-07T17:41:00.000Z","closed_at":"2026-01-07T18:09:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($137k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01583","actor":"rep_14","timestamp":"2026-01-07T17:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01583:00","content":"Operational trigger received from salesforce for Vertex Cyber ($137k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":230,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$137k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01583","actor":"rep_14","timestamp":"2026-01-07T17:52:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01583:01","content":"usage signal received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01583","actor":"rep_14","timestamp":"2026-01-07T17:51:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01583:02","content":"account reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01583","actor":"rep_14","timestamp":"2026-01-07T18:08:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01583:03","content":"stakeholders mapped recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01583","actor":"rep_14","timestamp":"2026-01-07T18:09:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01583:04","content":"need evidence extracted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01583","actor":"rep_14","timestamp":"2026-01-07T18:16:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01583:05","content":"expansion scored recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01583","actor":"rep_14","timestamp":"2026-01-07T18:35:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01583:06","content":"owner notified recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01583","actor":"rep_14","timestamp":"2026-01-07T18:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01583:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01583)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01583\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01583\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01584","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-03-06T13:28:00.000Z","closed_at":"2026-03-06T14:17:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($450k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01584","actor":"rep_37","timestamp":"2026-03-06T13:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01584:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($450k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$450k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01584","actor":"rep_37","timestamp":"2026-03-06T13:36:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01584:01","content":"usage signal received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01584","actor":"rep_37","timestamp":"2026-03-06T13:46:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01584:02","content":"account reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01584","actor":"rep_37","timestamp":"2026-03-06T13:37:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01584:03","content":"stakeholders mapped recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01584","actor":"rep_37","timestamp":"2026-03-06T14:08:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01584:04","content":"need evidence extracted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01584","actor":"rep_37","timestamp":"2026-03-06T14:18:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01584:05","content":"expansion scored recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01584","actor":"rep_37","timestamp":"2026-03-06T14:16:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01584:06","content":"owner notified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_notified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01584","actor":"rep_37","timestamp":"2026-03-06T14:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01584:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01584)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01584\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":164,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01584\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01585","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-01-07T22:54:00.000Z","closed_at":"2026-01-08T00:11:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($135k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01585","actor":"rep_01","timestamp":"2026-01-07T22:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01585:00","content":"Operational trigger received from salesforce for Vanguard Financial ($135k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":112,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$135k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01585","actor":"rep_01","timestamp":"2026-01-07T23:03:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01585:01","content":"usage signal received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01585","actor":"rep_01","timestamp":"2026-01-07T23:10:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01585:02","content":"account reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01585","actor":"rep_01","timestamp":"2026-01-07T23:24:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01585:03","content":"stakeholders mapped recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01585","actor":"rep_01","timestamp":"2026-01-07T23:18:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01585:04","content":"need evidence extracted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01585","actor":"rep_01","timestamp":"2026-01-07T23:19:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01585:05","content":"expansion scored recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01585","actor":"rep_01","timestamp":"2026-01-07T23:30:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01585:06","content":"owner notified recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01585","actor":"rep_01","timestamp":"2026-01-08T00:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01585:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01585)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01585\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":164,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01585\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01586","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-03-10T14:56:00.000Z","closed_at":"2026-03-10T15:31:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($307k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01586","actor":"rep_19","timestamp":"2026-03-10T14:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01586:00","content":"Operational trigger received from salesforce for Pinnacle Media ($307k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":74,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$307k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01586","actor":"rep_19","timestamp":"2026-03-10T15:05:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01586:01","content":"usage signal received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01586","actor":"rep_19","timestamp":"2026-03-10T15:12:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01586:02","content":"account reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01586","actor":"rep_19","timestamp":"2026-03-10T15:11:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01586:03","content":"stakeholders mapped recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01586","actor":"rep_19","timestamp":"2026-03-10T15:36:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01586:04","content":"need evidence extracted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01586","actor":"rep_19","timestamp":"2026-03-10T15:26:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01586:05","content":"expansion scored recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01586","actor":"rep_19","timestamp":"2026-03-10T15:32:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01586:06","content":"owner notified recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01586","actor":"rep_19","timestamp":"2026-03-10T15:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01586:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01586)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01586\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":153,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01586\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01587","actor":"rep_31","actor_name":"Aisha Taylor","company":"Acme Health Systems","opened_at":"2026-02-01T03:02:00.000Z","closed_at":"2026-02-01T03:37:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($354k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01587","actor":"rep_31","timestamp":"2026-02-01T03:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01587:00","content":"Operational trigger received from salesforce for Acme Health Systems ($354k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":138,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$354k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01587","actor":"rep_31","timestamp":"2026-02-01T03:13:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01587:01","content":"usage signal received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01587","actor":"rep_31","timestamp":"2026-02-01T03:18:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01587:02","content":"account reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01587","actor":"rep_31","timestamp":"2026-02-01T03:11:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01587:03","content":"stakeholders mapped recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01587","actor":"rep_31","timestamp":"2026-02-01T03:18:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01587:04","content":"need evidence extracted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01587","actor":"rep_31","timestamp":"2026-02-01T03:17:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01587:05","content":"expansion scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01587","actor":"rep_31","timestamp":"2026-02-01T04:02:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01587:06","content":"owner notified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01587","actor":"rep_31","timestamp":"2026-02-01T03:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01587:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01587)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01587\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01587\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01588","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-02-15T21:40:00.000Z","closed_at":"2026-02-15T22:36:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($141k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01588","actor":"rep_31","timestamp":"2026-02-15T21:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01588:00","content":"Operational trigger received from salesforce for NovaBio Labs ($141k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$141k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01588","actor":"rep_31","timestamp":"2026-02-15T21:51:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01588:01","content":"usage signal received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01588","actor":"rep_31","timestamp":"2026-02-15T22:00:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01588:02","content":"account reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01588","actor":"rep_31","timestamp":"2026-02-15T22:04:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01588:03","content":"stakeholders mapped recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01588","actor":"rep_31","timestamp":"2026-02-15T22:20:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01588:04","content":"need evidence extracted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01588","actor":"rep_31","timestamp":"2026-02-15T22:05:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01588:05","content":"expansion scored recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01588","actor":"rep_31","timestamp":"2026-02-15T22:46:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01588:06","content":"owner notified recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owner_notified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01588","actor":"rep_31","timestamp":"2026-02-15T22:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01588:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01588)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01588\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":45,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01588\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01589","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-03-10T08:04:00.000Z","closed_at":"2026-03-10T08:25:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($108k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01589","actor":"rep_19","timestamp":"2026-03-10T08:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01589:00","content":"Operational trigger received from salesforce for Acme Health Systems ($108k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$108k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01589","actor":"rep_19","timestamp":"2026-03-10T08:08:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01589:01","content":"usage signal received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01589","actor":"rep_19","timestamp":"2026-03-10T08:26:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01589:02","content":"account reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01589","actor":"rep_19","timestamp":"2026-03-10T08:19:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01589:03","content":"stakeholders mapped recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01589","actor":"rep_19","timestamp":"2026-03-10T08:36:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01589:04","content":"need evidence extracted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01589","actor":"rep_19","timestamp":"2026-03-10T08:44:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01589:05","content":"expansion scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01589","actor":"rep_19","timestamp":"2026-03-10T09:04:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01589:06","content":"owner notified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01589","actor":"rep_19","timestamp":"2026-03-10T08:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01589:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01589)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01589\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":81,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01589\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01590","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-02-10T04:38:00.000Z","closed_at":"2026-02-10T05:55:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($46k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01590","actor":"rep_31","timestamp":"2026-02-10T04:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01590:00","content":"Operational trigger received from salesforce for Pinnacle Media ($46k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$46k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01590","actor":"rep_31","timestamp":"2026-02-10T04:43:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01590:01","content":"usage signal received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01590","actor":"rep_31","timestamp":"2026-02-10T04:56:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01590:02","content":"account reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01590","actor":"rep_31","timestamp":"2026-02-10T04:56:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01590:03","content":"stakeholders mapped recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01590","actor":"rep_31","timestamp":"2026-02-10T05:22:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01590:04","content":"need evidence extracted recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01590","actor":"rep_31","timestamp":"2026-02-10T04:53:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01590:05","content":"expansion scored recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01590","actor":"rep_31","timestamp":"2026-02-10T05:26:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01590:06","content":"owner notified recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01590","actor":"rep_31","timestamp":"2026-02-10T05:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01590:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01590)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01590\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":180,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01590\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01591","actor":"rep_20","actor_name":"Maya Patel","company":"Vanguard Financial","opened_at":"2026-01-15T15:15:00.000Z","closed_at":"2026-01-15T16:25:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($264k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01591","actor":"rep_20","timestamp":"2026-01-15T15:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01591:00","content":"Operational trigger received from salesforce for Vanguard Financial ($264k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$264k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01591","actor":"rep_20","timestamp":"2026-01-15T15:25:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01591:01","content":"usage signal received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01591","actor":"rep_20","timestamp":"2026-01-15T15:29:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01591:02","content":"account reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01591","actor":"rep_20","timestamp":"2026-01-15T15:39:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01591:03","content":"stakeholders mapped recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01591","actor":"rep_20","timestamp":"2026-01-15T15:47:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01591:04","content":"need evidence extracted recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01591","actor":"rep_20","timestamp":"2026-01-15T15:50:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01591:05","content":"expansion scored recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01591","actor":"rep_20","timestamp":"2026-01-15T16:03:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01591:06","content":"owner notified recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01591","actor":"rep_20","timestamp":"2026-01-15T16:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01591:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01591)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01591\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":207,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01591\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01592","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-03-26T00:02:00.000Z","closed_at":"2026-03-26T00:51:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($278k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01592","actor":"rep_25","timestamp":"2026-03-26T00:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01592:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($278k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":199,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$278k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01592","actor":"rep_25","timestamp":"2026-03-26T00:11:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01592:01","content":"usage signal received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01592","actor":"rep_25","timestamp":"2026-03-26T00:12:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01592:02","content":"account reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01592","actor":"rep_25","timestamp":"2026-03-26T00:32:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01592:03","content":"stakeholders mapped recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01592","actor":"rep_25","timestamp":"2026-03-26T00:30:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01592:04","content":"need evidence extracted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01592","actor":"rep_25","timestamp":"2026-03-26T00:42:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01592:05","content":"expansion scored recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01592","actor":"rep_25","timestamp":"2026-03-26T00:44:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01592:06","content":"owner notified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_notified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01592","actor":"rep_25","timestamp":"2026-03-26T00:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01592:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01592)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01592\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":236,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01592\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01593","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-02-02T13:01:00.000Z","closed_at":"2026-02-02T13:22:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($85k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01593","actor":"rep_06","timestamp":"2026-02-02T13:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01593:00","content":"Operational trigger received from salesforce for Stripe Technologies ($85k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":93,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$85k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01593","actor":"rep_06","timestamp":"2026-02-02T13:07:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01593:01","content":"usage signal received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01593","actor":"rep_06","timestamp":"2026-02-02T13:13:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01593:02","content":"account reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01593","actor":"rep_06","timestamp":"2026-02-02T13:13:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01593:03","content":"stakeholders mapped recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01593","actor":"rep_06","timestamp":"2026-02-02T13:33:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01593:04","content":"need evidence extracted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01593","actor":"rep_06","timestamp":"2026-02-02T13:51:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01593:05","content":"expansion scored recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01593","actor":"rep_06","timestamp":"2026-02-02T13:49:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01593:06","content":"owner notified recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01593","actor":"rep_06","timestamp":"2026-02-02T13:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01593:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01593)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01593\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":190,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01593\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01594","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-03-12T05:41:00.000Z","closed_at":"2026-03-12T06:02:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($340k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01594","actor":"rep_01","timestamp":"2026-03-12T05:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01594:00","content":"Operational trigger received from salesforce for Stripe Technologies ($340k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":155,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$340k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01594","actor":"rep_01","timestamp":"2026-03-12T05:47:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01594:01","content":"usage signal received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01594","actor":"rep_01","timestamp":"2026-03-12T05:57:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01594:02","content":"account reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01594","actor":"rep_01","timestamp":"2026-03-12T06:08:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01594:03","content":"stakeholders mapped recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01594","actor":"rep_01","timestamp":"2026-03-12T06:21:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01594:04","content":"need evidence extracted recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01594","actor":"rep_01","timestamp":"2026-03-12T06:31:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01594:05","content":"expansion scored recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01594","actor":"rep_01","timestamp":"2026-03-12T06:23:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01594:06","content":"owner notified recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01594","actor":"rep_01","timestamp":"2026-03-12T06:02:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01594:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01594)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01594\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":151,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01594\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01595","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-02-17T18:15:00.000Z","closed_at":"2026-02-17T19:25:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($129k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01595","actor":"rep_20","timestamp":"2026-02-17T18:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01595:00","content":"Operational trigger received from salesforce for Vertex Cyber ($129k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":111,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$129k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01595","actor":"rep_20","timestamp":"2026-02-17T18:23:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01595:01","content":"usage signal received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01595","actor":"rep_20","timestamp":"2026-02-17T18:35:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01595:02","content":"account reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01595","actor":"rep_20","timestamp":"2026-02-17T18:45:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01595:03","content":"stakeholders mapped recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01595","actor":"rep_20","timestamp":"2026-02-17T18:27:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01595:04","content":"need evidence extracted recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01595","actor":"rep_20","timestamp":"2026-02-17T19:10:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01595:05","content":"expansion scored recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01595","actor":"rep_20","timestamp":"2026-02-17T18:33:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01595:06","content":"owner notified recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01595","actor":"rep_20","timestamp":"2026-02-17T19:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01595:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01595)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01595\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01595\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01596","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-01-01T15:25:00.000Z","closed_at":"2026-01-01T16:42:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($458k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01596","actor":"rep_09","timestamp":"2026-01-01T15:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01596:00","content":"Operational trigger received from salesforce for NovaBio Labs ($458k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":113,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$458k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01596","actor":"rep_09","timestamp":"2026-01-01T15:33:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01596:01","content":"usage signal received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01596","actor":"rep_09","timestamp":"2026-01-01T15:35:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01596:02","content":"account reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01596","actor":"rep_09","timestamp":"2026-01-01T15:34:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01596:03","content":"stakeholders mapped recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01596","actor":"rep_09","timestamp":"2026-01-01T15:45:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01596:04","content":"need evidence extracted recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01596","actor":"rep_09","timestamp":"2026-01-01T16:20:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01596:05","content":"expansion scored recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01596","actor":"rep_09","timestamp":"2026-01-01T16:31:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01596:06","content":"owner notified recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owner_notified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01596","actor":"rep_09","timestamp":"2026-01-01T16:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01596:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01596)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01596\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":192,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01596\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01597","actor":"rep_20","actor_name":"Maya Patel","company":"OmniChannel Inc","opened_at":"2026-03-07T10:24:00.000Z","closed_at":"2026-03-07T11:41:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($305k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01597","actor":"rep_20","timestamp":"2026-03-07T10:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01597:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($305k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":121,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$305k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01597","actor":"rep_20","timestamp":"2026-03-07T10:33:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01597:01","content":"usage signal received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01597","actor":"rep_20","timestamp":"2026-03-07T10:44:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01597:02","content":"account reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01597","actor":"rep_20","timestamp":"2026-03-07T10:57:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01597:03","content":"stakeholders mapped recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01597","actor":"rep_20","timestamp":"2026-03-07T11:04:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01597:04","content":"need evidence extracted recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01597","actor":"rep_20","timestamp":"2026-03-07T10:39:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01597:05","content":"expansion scored recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01597","actor":"rep_20","timestamp":"2026-03-07T11:12:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01597:06","content":"owner notified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_notified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01597","actor":"rep_20","timestamp":"2026-03-07T11:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01597:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01597)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01597\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":117,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01597\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01598","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-01-04T23:22:00.000Z","closed_at":"2026-01-05T00:04:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($274k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01598","actor":"rep_37","timestamp":"2026-01-04T23:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01598:00","content":"Operational trigger received from salesforce for Acme Health Systems ($274k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":74,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$274k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01598","actor":"rep_37","timestamp":"2026-01-04T23:26:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01598:01","content":"usage signal received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01598","actor":"rep_37","timestamp":"2026-01-04T23:42:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01598:02","content":"account reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01598","actor":"rep_37","timestamp":"2026-01-04T23:49:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01598:03","content":"stakeholders mapped recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01598","actor":"rep_37","timestamp":"2026-01-04T23:34:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01598:04","content":"need evidence extracted recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01598","actor":"rep_37","timestamp":"2026-01-04T23:52:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01598:05","content":"expansion scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01598","actor":"rep_37","timestamp":"2026-01-05T00:28:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01598:06","content":"owner notified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_notified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01598","actor":"rep_37","timestamp":"2026-01-05T00:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01598:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01598)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01598\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":257,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01598\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01599","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-03-27T15:53:00.000Z","closed_at":"2026-03-27T16:14:00.000Z","source":"salesforce","workflow_truth":"expansion_opportunity_identification","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Identify and score a customer expansion opportunity","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($222k ARR)","information_consulted":["account_reviewed"],"actions_taken":["usage_signal_received","account_reviewed","stakeholders_mapped","need_evidence_extracted","expansion_scored","owner_notified"],"decision_points":["open_expansion_or_monitor"],"constraints":["require two independent signals","exclude accounts in active escalation"],"final_output":"open_expansion_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01599","actor":"rep_06","timestamp":"2026-03-27T15:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01599:00","content":"Operational trigger received from salesforce for CloudScale Data ($222k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$222k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01599","actor":"rep_06","timestamp":"2026-03-27T16:00:00.000Z","source":"salesforce","event_type":"usage_signal_received","object":"record:crm_01599:01","content":"usage signal received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"usage_signal_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"usage_signal_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"usage_signal_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01599","actor":"rep_06","timestamp":"2026-03-27T16:07:00.000Z","source":"salesforce","event_type":"account_reviewed","object":"record:crm_01599:02","content":"account reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"account_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"account_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"account_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01599","actor":"rep_06","timestamp":"2026-03-27T16:23:00.000Z","source":"salesforce","event_type":"stakeholders_mapped","object":"record:crm_01599:03","content":"stakeholders mapped recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"stakeholders_mapped\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"stakeholders_mapped","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"stakeholders_mapped\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01599","actor":"rep_06","timestamp":"2026-03-27T16:33:00.000Z","source":"salesforce","event_type":"need_evidence_extracted","object":"record:crm_01599:04","content":"need evidence extracted recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"need_evidence_extracted\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"need_evidence_extracted","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"need_evidence_extracted\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01599","actor":"rep_06","timestamp":"2026-03-27T16:38:00.000Z","source":"salesforce","event_type":"expansion_scored","object":"record:crm_01599:05","content":"expansion scored recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"expansion_scored\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"expansion_scored","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"expansion_scored\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01599","actor":"rep_06","timestamp":"2026-03-27T16:41:00.000Z","source":"salesforce","event_type":"owner_notified","object":"record:crm_01599:06","content":"owner notified recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"owner_notified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"owner_notified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"owner_notified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01599","actor":"rep_06","timestamp":"2026-03-27T16:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01599:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01599)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01599\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01599\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01600","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-03-01T14:22:00.000Z","closed_at":"2026-03-01T14:50:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($141k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01600","actor":"rep_37","timestamp":"2026-03-01T14:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01600:00","content":"Operational trigger received from salesforce for Beacon Energy ($141k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":226,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$141k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01600","actor":"rep_37","timestamp":"2026-03-01T14:31:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01600:01","content":"procurement blocker received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01600","actor":"rep_37","timestamp":"2026-03-01T14:30:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01600:02","content":"contract reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01600","actor":"rep_37","timestamp":"2026-03-01T14:31:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01600:03","content":"blocker classified recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01600","actor":"rep_37","timestamp":"2026-03-01T15:06:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01600:04","content":"owner selected recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01600","actor":"rep_37","timestamp":"2026-03-01T15:12:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01600:05","content":"evidence attached recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01600","actor":"rep_37","timestamp":"2026-03-01T15:04:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01600:06","content":"escalation created recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01600","actor":"rep_37","timestamp":"2026-03-01T14:50:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01600:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01600)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01600\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01600\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01601","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-01-07T20:37:00.000Z","closed_at":"2026-01-07T21:26:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($395k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01601","actor":"rep_31","timestamp":"2026-01-07T20:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01601:00","content":"Operational trigger received from salesforce for Nexus AI ($395k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":104,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$395k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01601","actor":"rep_31","timestamp":"2026-01-07T20:48:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01601:01","content":"procurement blocker received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":251,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01601","actor":"rep_31","timestamp":"2026-01-07T20:49:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01601:02","content":"contract reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01601","actor":"rep_31","timestamp":"2026-01-07T20:49:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01601:03","content":"blocker classified recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01601","actor":"rep_31","timestamp":"2026-01-07T20:49:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01601:04","content":"owner selected recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Nexus AI\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01601","actor":"rep_31","timestamp":"2026-01-07T21:17:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01601:05","content":"evidence attached recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Nexus AI\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01601","actor":"rep_31","timestamp":"2026-01-07T21:13:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01601:06","content":"escalation created recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Nexus AI\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01601","actor":"rep_31","timestamp":"2026-01-07T21:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01601:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01601)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01601\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01601\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01602","actor":"rep_20","actor_name":"Maya Patel","company":"Stripe Technologies","opened_at":"2026-01-04T16:43:00.000Z","closed_at":"2026-01-04T17:04:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($198k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01602","actor":"rep_20","timestamp":"2026-01-04T16:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01602:00","content":"Operational trigger received from salesforce for Stripe Technologies ($198k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$198k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01602","actor":"rep_20","timestamp":"2026-01-04T16:49:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01602:01","content":"procurement blocker received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01602","actor":"rep_20","timestamp":"2026-01-04T16:55:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01602:02","content":"contract reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01602","actor":"rep_20","timestamp":"2026-01-04T17:04:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01602:03","content":"blocker classified recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01602","actor":"rep_20","timestamp":"2026-01-04T17:19:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01602:04","content":"owner selected recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01602","actor":"rep_20","timestamp":"2026-01-04T17:28:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01602:05","content":"evidence attached recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01602","actor":"rep_20","timestamp":"2026-01-04T17:49:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01602:06","content":"escalation created recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01602","actor":"rep_20","timestamp":"2026-01-04T17:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01602:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01602)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01602\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":158,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01602\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01603","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-02-02T06:03:00.000Z","closed_at":"2026-02-02T06:24:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($352k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01603","actor":"rep_14","timestamp":"2026-02-02T06:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01603:00","content":"Operational trigger received from salesforce for CloudScale Data ($352k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":260,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$352k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01603","actor":"rep_14","timestamp":"2026-02-02T06:09:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01603:01","content":"procurement blocker received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01603","actor":"rep_14","timestamp":"2026-02-02T06:11:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01603:02","content":"contract reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01603","actor":"rep_14","timestamp":"2026-02-02T06:18:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01603:03","content":"blocker classified recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01603","actor":"rep_14","timestamp":"2026-02-02T06:35:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01603:04","content":"owner selected recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"owner_selected","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01603","actor":"rep_14","timestamp":"2026-02-02T06:53:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01603:05","content":"evidence attached recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01603","actor":"rep_14","timestamp":"2026-02-02T06:33:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01603:06","content":"escalation created recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"escalation_created","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01603","actor":"rep_14","timestamp":"2026-02-02T06:24:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01603:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01603)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01603\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":68,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01603\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01604","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-01-24T14:18:00.000Z","closed_at":"2026-01-24T14:46:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($91k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01604","actor":"rep_19","timestamp":"2026-01-24T14:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01604:00","content":"Operational trigger received from salesforce for Apex Retail Group ($91k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":193,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$91k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01604","actor":"rep_19","timestamp":"2026-01-24T14:28:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01604:01","content":"procurement blocker received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01604","actor":"rep_19","timestamp":"2026-01-24T14:30:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01604:02","content":"contract reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01604","actor":"rep_19","timestamp":"2026-01-24T14:39:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01604:03","content":"blocker classified recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01604","actor":"rep_19","timestamp":"2026-01-24T14:50:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01604:04","content":"owner selected recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01604","actor":"rep_19","timestamp":"2026-01-24T14:53:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01604:05","content":"evidence attached recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01604","actor":"rep_19","timestamp":"2026-01-24T14:48:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01604:06","content":"escalation created recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01604","actor":"rep_19","timestamp":"2026-01-24T14:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01604:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01604)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01604\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":241,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01604\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01605","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-03-22T09:50:00.000Z","closed_at":"2026-03-22T10:11:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($135k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01605","actor":"rep_14","timestamp":"2026-03-22T09:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01605:00","content":"Operational trigger received from salesforce for Pinnacle Media ($135k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":256,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$135k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01605","actor":"rep_14","timestamp":"2026-03-22T09:54:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01605:01","content":"procurement blocker received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01605","actor":"rep_14","timestamp":"2026-03-22T10:00:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01605:02","content":"contract reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01605","actor":"rep_14","timestamp":"2026-03-22T10:14:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01605:03","content":"blocker classified recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01605","actor":"rep_14","timestamp":"2026-03-22T10:02:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01605:04","content":"owner selected recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01605","actor":"rep_14","timestamp":"2026-03-22T10:35:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01605:05","content":"evidence attached recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01605","actor":"rep_14","timestamp":"2026-03-22T10:38:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01605:06","content":"escalation created recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01605","actor":"rep_14","timestamp":"2026-03-22T10:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01605:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01605)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01605\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":89,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01605\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01606","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-02-12T05:00:00.000Z","closed_at":"2026-02-12T06:10:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($140k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01606","actor":"rep_37","timestamp":"2026-02-12T05:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01606:00","content":"Operational trigger received from salesforce for NovaBio Labs ($140k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":250,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$140k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01606","actor":"rep_37","timestamp":"2026-02-12T05:08:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01606:01","content":"procurement blocker received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01606","actor":"rep_37","timestamp":"2026-02-12T05:08:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01606:02","content":"contract reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01606","actor":"rep_37","timestamp":"2026-02-12T05:12:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01606:03","content":"blocker classified recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01606","actor":"rep_37","timestamp":"2026-02-12T05:12:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01606:04","content":"owner selected recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owner_selected","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01606","actor":"rep_37","timestamp":"2026-02-12T05:40:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01606:05","content":"evidence attached recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01606","actor":"rep_37","timestamp":"2026-02-12T05:24:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01606:06","content":"escalation created recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"escalation_created","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01606","actor":"rep_37","timestamp":"2026-02-12T06:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01606:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01606)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01606\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":244,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01606\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01607","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-01-26T23:47:00.000Z","closed_at":"2026-01-27T00:50:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($296k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01607","actor":"rep_14","timestamp":"2026-01-26T23:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01607:00","content":"Operational trigger received from salesforce for Stripe Technologies ($296k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":163,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$296k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01607","actor":"rep_14","timestamp":"2026-01-26T23:52:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01607:01","content":"procurement blocker received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01607","actor":"rep_14","timestamp":"2026-01-27T00:07:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01607:02","content":"contract reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01607","actor":"rep_14","timestamp":"2026-01-27T00:17:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01607:03","content":"blocker classified recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01607","actor":"rep_14","timestamp":"2026-01-27T00:31:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01607:04","content":"owner selected recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01607","actor":"rep_14","timestamp":"2026-01-27T00:42:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01607:05","content":"evidence attached recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01607","actor":"rep_14","timestamp":"2026-01-27T00:05:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01607:06","content":"escalation created recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01607","actor":"rep_14","timestamp":"2026-01-27T00:50:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01607:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01607)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01607\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":223,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01607\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01608","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-02-10T09:18:00.000Z","closed_at":"2026-02-10T10:35:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($335k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01608","actor":"rep_20","timestamp":"2026-02-10T09:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01608:00","content":"Operational trigger received from salesforce for Apex Retail Group ($335k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":259,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$335k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01608","actor":"rep_20","timestamp":"2026-02-10T09:25:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01608:01","content":"procurement blocker received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01608","actor":"rep_20","timestamp":"2026-02-10T09:32:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01608:02","content":"contract reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01608","actor":"rep_20","timestamp":"2026-02-10T09:33:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01608:03","content":"blocker classified recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01608","actor":"rep_20","timestamp":"2026-02-10T09:46:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01608:04","content":"owner selected recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01608","actor":"rep_20","timestamp":"2026-02-10T09:38:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01608:05","content":"evidence attached recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01608","actor":"rep_20","timestamp":"2026-02-10T10:24:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01608:06","content":"escalation created recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01608","actor":"rep_20","timestamp":"2026-02-10T10:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01608:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01608)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01608\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":191,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01608\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01609","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-03-26T14:59:00.000Z","closed_at":"2026-03-26T15:41:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($346k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01609","actor":"rep_09","timestamp":"2026-03-26T14:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01609:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($346k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":204,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$346k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01609","actor":"rep_09","timestamp":"2026-03-26T15:05:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01609:01","content":"procurement blocker received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01609","actor":"rep_09","timestamp":"2026-03-26T15:05:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01609:02","content":"contract reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01609","actor":"rep_09","timestamp":"2026-03-26T15:14:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01609:03","content":"blocker classified recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01609","actor":"rep_09","timestamp":"2026-03-26T15:39:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01609:04","content":"owner selected recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01609","actor":"rep_09","timestamp":"2026-03-26T15:14:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01609:05","content":"evidence attached recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01609","actor":"rep_09","timestamp":"2026-03-26T16:05:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01609:06","content":"escalation created recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01609","actor":"rep_09","timestamp":"2026-03-26T15:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01609:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01609)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01609\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":153,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01609\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01610","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-02-05T09:55:00.000Z","closed_at":"2026-02-05T10:30:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($402k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01610","actor":"rep_19","timestamp":"2026-02-05T09:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01610:00","content":"Operational trigger received from salesforce for Apex Retail Group ($402k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":197,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$402k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01610","actor":"rep_19","timestamp":"2026-02-05T10:00:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01610:01","content":"procurement blocker received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01610","actor":"rep_19","timestamp":"2026-02-05T10:11:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01610:02","content":"contract reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01610","actor":"rep_19","timestamp":"2026-02-05T10:19:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01610:03","content":"blocker classified recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01610","actor":"rep_19","timestamp":"2026-02-05T10:11:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01610:04","content":"owner selected recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01610","actor":"rep_19","timestamp":"2026-02-05T10:30:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01610:05","content":"evidence attached recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01610","actor":"rep_19","timestamp":"2026-02-05T10:19:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01610:06","content":"escalation created recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01610","actor":"rep_19","timestamp":"2026-02-05T10:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01610:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01610)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01610\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":118,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01610\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01611","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vanguard Financial","opened_at":"2026-03-31T04:52:00.000Z","closed_at":"2026-03-31T05:27:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($263k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01611","actor":"rep_31","timestamp":"2026-03-31T04:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01611:00","content":"Operational trigger received from salesforce for Vanguard Financial ($263k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$263k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01611","actor":"rep_31","timestamp":"2026-03-31T05:02:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01611:01","content":"procurement blocker received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01611","actor":"rep_31","timestamp":"2026-03-31T05:00:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01611:02","content":"contract reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01611","actor":"rep_31","timestamp":"2026-03-31T05:07:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01611:03","content":"blocker classified recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01611","actor":"rep_31","timestamp":"2026-03-31T05:04:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01611:04","content":"owner selected recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01611","actor":"rep_31","timestamp":"2026-03-31T05:47:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01611:05","content":"evidence attached recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01611","actor":"rep_31","timestamp":"2026-03-31T05:10:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01611:06","content":"escalation created recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01611","actor":"rep_31","timestamp":"2026-03-31T05:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01611:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01611)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01611\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":265,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01611\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01612","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-03-29T03:06:00.000Z","closed_at":"2026-03-29T04:02:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($188k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01612","actor":"rep_37","timestamp":"2026-03-29T03:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01612:00","content":"Operational trigger received from salesforce for NovaBio Labs ($188k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$188k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01612","actor":"rep_37","timestamp":"2026-03-29T03:12:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01612:01","content":"procurement blocker received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01612","actor":"rep_37","timestamp":"2026-03-29T03:18:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01612:02","content":"contract reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01612","actor":"rep_37","timestamp":"2026-03-29T03:36:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01612:03","content":"blocker classified recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01612","actor":"rep_37","timestamp":"2026-03-29T03:34:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01612:04","content":"owner selected recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owner_selected","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01612","actor":"rep_37","timestamp":"2026-03-29T03:51:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01612:05","content":"evidence attached recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01612","actor":"rep_37","timestamp":"2026-03-29T03:54:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01612:06","content":"escalation created recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"escalation_created","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01612","actor":"rep_37","timestamp":"2026-03-29T04:02:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01612:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01612)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01612\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":162,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01612\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01613","actor":"rep_06","actor_name":"Marcus Vance","company":"OmniChannel Inc","opened_at":"2026-03-02T14:40:00.000Z","closed_at":"2026-03-02T15:08:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($320k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01613","actor":"rep_06","timestamp":"2026-03-02T14:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01613:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($320k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":122,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$320k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01613","actor":"rep_06","timestamp":"2026-03-02T14:44:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01613:01","content":"procurement blocker received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01613","actor":"rep_06","timestamp":"2026-03-02T14:58:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01613:02","content":"contract reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01613","actor":"rep_06","timestamp":"2026-03-02T15:13:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01613:03","content":"blocker classified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01613","actor":"rep_06","timestamp":"2026-03-02T15:20:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01613:04","content":"owner selected recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01613","actor":"rep_06","timestamp":"2026-03-02T15:05:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01613:05","content":"evidence attached recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01613","actor":"rep_06","timestamp":"2026-03-02T15:28:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01613:06","content":"escalation created recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"escalation_created","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01613","actor":"rep_06","timestamp":"2026-03-02T15:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01613:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01613)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01613\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":235,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01613\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01614","actor":"rep_25","actor_name":"Carlos Mendez","company":"Beacon Energy","opened_at":"2026-03-26T06:05:00.000Z","closed_at":"2026-03-26T07:15:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($249k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01614","actor":"rep_25","timestamp":"2026-03-26T06:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01614:00","content":"Operational trigger received from salesforce for Beacon Energy ($249k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":189,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$249k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01614","actor":"rep_25","timestamp":"2026-03-26T06:08:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01614:01","content":"procurement blocker received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01614","actor":"rep_25","timestamp":"2026-03-26T06:25:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01614:02","content":"contract reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01614","actor":"rep_25","timestamp":"2026-03-26T06:17:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01614:03","content":"blocker classified recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01614","actor":"rep_25","timestamp":"2026-03-26T06:21:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01614:04","content":"owner selected recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01614","actor":"rep_25","timestamp":"2026-03-26T06:40:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01614:05","content":"evidence attached recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01614","actor":"rep_25","timestamp":"2026-03-26T06:35:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01614:06","content":"escalation created recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01614","actor":"rep_25","timestamp":"2026-03-26T07:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01614:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01614)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01614\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":242,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01614\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01615","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-02-24T13:41:00.000Z","closed_at":"2026-02-24T14:23:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($318k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01615","actor":"rep_01","timestamp":"2026-02-24T13:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01615:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($318k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$318k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01615","actor":"rep_01","timestamp":"2026-02-24T13:47:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01615:01","content":"procurement blocker received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01615","actor":"rep_01","timestamp":"2026-02-24T14:03:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01615:02","content":"contract reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01615","actor":"rep_01","timestamp":"2026-02-24T13:56:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01615:03","content":"blocker classified recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01615","actor":"rep_01","timestamp":"2026-02-24T14:05:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01615:04","content":"owner selected recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01615","actor":"rep_01","timestamp":"2026-02-24T14:36:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01615:05","content":"evidence attached recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01615","actor":"rep_01","timestamp":"2026-02-24T14:29:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01615:06","content":"escalation created recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01615","actor":"rep_01","timestamp":"2026-02-24T14:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01615:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01615)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01615\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":279,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01615\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01616","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-03-23T04:18:00.000Z","closed_at":"2026-03-23T04:53:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($187k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01616","actor":"rep_37","timestamp":"2026-03-23T04:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01616:00","content":"Operational trigger received from salesforce for Vertex Cyber ($187k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$187k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01616","actor":"rep_37","timestamp":"2026-03-23T04:23:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01616:01","content":"procurement blocker received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01616","actor":"rep_37","timestamp":"2026-03-23T04:40:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01616:02","content":"contract reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01616","actor":"rep_37","timestamp":"2026-03-23T04:39:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01616:03","content":"blocker classified recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01616","actor":"rep_37","timestamp":"2026-03-23T04:54:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01616:04","content":"owner selected recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01616","actor":"rep_37","timestamp":"2026-03-23T05:03:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01616:05","content":"evidence attached recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01616","actor":"rep_37","timestamp":"2026-03-23T05:00:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01616:06","content":"escalation created recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01616","actor":"rep_37","timestamp":"2026-03-23T04:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01616:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01616)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01616\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01616\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01617","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-01-21T09:04:00.000Z","closed_at":"2026-01-21T10:07:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($89k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01617","actor":"rep_31","timestamp":"2026-01-21T09:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01617:00","content":"Operational trigger received from salesforce for Catalyst Software ($89k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":210,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$89k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01617","actor":"rep_31","timestamp":"2026-01-21T09:14:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01617:01","content":"procurement blocker received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01617","actor":"rep_31","timestamp":"2026-01-21T09:22:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01617:02","content":"contract reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01617","actor":"rep_31","timestamp":"2026-01-21T09:34:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01617:03","content":"blocker classified recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01617","actor":"rep_31","timestamp":"2026-01-21T09:16:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01617:04","content":"owner selected recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01617","actor":"rep_31","timestamp":"2026-01-21T09:39:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01617:05","content":"evidence attached recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01617","actor":"rep_31","timestamp":"2026-01-21T09:52:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01617:06","content":"escalation created recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01617","actor":"rep_31","timestamp":"2026-01-21T10:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01617:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01617)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01617\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":271,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01617\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01618","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-03-12T02:09:00.000Z","closed_at":"2026-03-12T02:30:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($455k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01618","actor":"rep_31","timestamp":"2026-03-12T02:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01618:00","content":"Operational trigger received from salesforce for Nexus AI ($455k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$455k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01618","actor":"rep_31","timestamp":"2026-03-12T02:16:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01618:01","content":"procurement blocker received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01618","actor":"rep_31","timestamp":"2026-03-12T02:25:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01618:02","content":"contract reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01618","actor":"rep_31","timestamp":"2026-03-12T02:27:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01618:03","content":"blocker classified recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01618","actor":"rep_31","timestamp":"2026-03-12T02:29:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01618:04","content":"owner selected recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Nexus AI\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01618","actor":"rep_31","timestamp":"2026-03-12T02:44:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01618:05","content":"evidence attached recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Nexus AI\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01618","actor":"rep_31","timestamp":"2026-03-12T02:45:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01618:06","content":"escalation created recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Nexus AI\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01618","actor":"rep_31","timestamp":"2026-03-12T02:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01618:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01618)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01618\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":244,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01618\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01619","actor":"rep_20","actor_name":"Maya Patel","company":"OmniChannel Inc","opened_at":"2026-01-20T14:58:00.000Z","closed_at":"2026-01-20T15:54:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($442k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01619","actor":"rep_20","timestamp":"2026-01-20T14:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01619:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($442k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$442k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01619","actor":"rep_20","timestamp":"2026-01-20T15:04:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01619:01","content":"procurement blocker received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01619","actor":"rep_20","timestamp":"2026-01-20T15:10:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01619:02","content":"contract reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":150,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01619","actor":"rep_20","timestamp":"2026-01-20T15:31:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01619:03","content":"blocker classified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01619","actor":"rep_20","timestamp":"2026-01-20T15:30:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01619:04","content":"owner selected recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01619","actor":"rep_20","timestamp":"2026-01-20T15:13:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01619:05","content":"evidence attached recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01619","actor":"rep_20","timestamp":"2026-01-20T15:52:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01619:06","content":"escalation created recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"escalation_created","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01619","actor":"rep_20","timestamp":"2026-01-20T15:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01619:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01619)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01619\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01619\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01620","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-02-23T10:07:00.000Z","closed_at":"2026-02-23T10:35:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($179k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01620","actor":"rep_37","timestamp":"2026-02-23T10:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01620:00","content":"Operational trigger received from salesforce for Vertex Cyber ($179k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":253,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$179k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01620","actor":"rep_37","timestamp":"2026-02-23T10:14:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01620:01","content":"procurement blocker received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01620","actor":"rep_37","timestamp":"2026-02-23T10:19:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01620:02","content":"contract reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01620","actor":"rep_37","timestamp":"2026-02-23T10:34:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01620:03","content":"blocker classified recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01620","actor":"rep_37","timestamp":"2026-02-23T10:51:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01620:04","content":"owner selected recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01620","actor":"rep_37","timestamp":"2026-02-23T10:57:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01620:05","content":"evidence attached recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01620","actor":"rep_37","timestamp":"2026-02-23T10:55:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01620:06","content":"escalation created recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01620","actor":"rep_37","timestamp":"2026-02-23T10:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01620:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01620)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01620\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":155,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01620\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01621","actor":"rep_09","actor_name":"Elena Rostova","company":"Nexus AI","opened_at":"2026-01-31T11:02:00.000Z","closed_at":"2026-01-31T12:05:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($133k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01621","actor":"rep_09","timestamp":"2026-01-31T11:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01621:00","content":"Operational trigger received from salesforce for Nexus AI ($133k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":236,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$133k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01621","actor":"rep_09","timestamp":"2026-01-31T11:06:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01621:01","content":"procurement blocker received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01621","actor":"rep_09","timestamp":"2026-01-31T11:20:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01621:02","content":"contract reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01621","actor":"rep_09","timestamp":"2026-01-31T11:23:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01621:03","content":"blocker classified recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01621","actor":"rep_09","timestamp":"2026-01-31T11:42:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01621:04","content":"owner selected recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Nexus AI\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01621","actor":"rep_09","timestamp":"2026-01-31T11:57:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01621:05","content":"evidence attached recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Nexus AI\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01621","actor":"rep_09","timestamp":"2026-01-31T11:32:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01621:06","content":"escalation created recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Nexus AI\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01621","actor":"rep_09","timestamp":"2026-01-31T12:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01621:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01621)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01621\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":191,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01621\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01622","actor":"rep_01","actor_name":"Sarah Chen","company":"Sentinel Networks","opened_at":"2026-01-21T21:13:00.000Z","closed_at":"2026-01-21T22:30:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($376k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01622","actor":"rep_01","timestamp":"2026-01-21T21:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01622:00","content":"Operational trigger received from salesforce for Sentinel Networks ($376k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$376k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01622","actor":"rep_01","timestamp":"2026-01-21T21:24:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01622:01","content":"procurement blocker received recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01622","actor":"rep_01","timestamp":"2026-01-21T21:25:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01622:02","content":"contract reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01622","actor":"rep_01","timestamp":"2026-01-21T21:25:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01622:03","content":"blocker classified recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01622","actor":"rep_01","timestamp":"2026-01-21T21:33:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01622:04","content":"owner selected recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01622","actor":"rep_01","timestamp":"2026-01-21T21:43:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01622:05","content":"evidence attached recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01622","actor":"rep_01","timestamp":"2026-01-21T21:49:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01622:06","content":"escalation created recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01622","actor":"rep_01","timestamp":"2026-01-21T22:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01622:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01622)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01622\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01622\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01623","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vanguard Financial","opened_at":"2026-02-13T13:51:00.000Z","closed_at":"2026-02-13T14:47:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($100k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01623","actor":"rep_37","timestamp":"2026-02-13T13:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01623:00","content":"Operational trigger received from salesforce for Vanguard Financial ($100k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$100k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01623","actor":"rep_37","timestamp":"2026-02-13T14:00:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01623:01","content":"procurement blocker received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01623","actor":"rep_37","timestamp":"2026-02-13T14:03:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01623:02","content":"contract reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01623","actor":"rep_37","timestamp":"2026-02-13T14:15:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01623:03","content":"blocker classified recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01623","actor":"rep_37","timestamp":"2026-02-13T14:27:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01623:04","content":"owner selected recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01623","actor":"rep_37","timestamp":"2026-02-13T14:31:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01623:05","content":"evidence attached recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01623","actor":"rep_37","timestamp":"2026-02-13T14:57:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01623:06","content":"escalation created recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01623","actor":"rep_37","timestamp":"2026-02-13T14:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01623:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01623)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01623\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":177,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01623\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01624","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-01-14T22:02:00.000Z","closed_at":"2026-01-14T22:23:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($295k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01624","actor":"rep_19","timestamp":"2026-01-14T22:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01624:00","content":"Operational trigger received from salesforce for Acme Health Systems ($295k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":50,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$295k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01624","actor":"rep_19","timestamp":"2026-01-14T22:12:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01624:01","content":"procurement blocker received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01624","actor":"rep_19","timestamp":"2026-01-14T22:22:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01624:02","content":"contract reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01624","actor":"rep_19","timestamp":"2026-01-14T22:32:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01624:03","content":"blocker classified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01624","actor":"rep_19","timestamp":"2026-01-14T22:38:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01624:04","content":"owner selected recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01624","actor":"rep_19","timestamp":"2026-01-14T22:17:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01624:05","content":"evidence attached recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01624","actor":"rep_19","timestamp":"2026-01-14T22:56:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01624:06","content":"escalation created recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01624","actor":"rep_19","timestamp":"2026-01-14T22:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01624:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01624)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01624\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01624\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01625","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-02-28T05:19:00.000Z","closed_at":"2026-02-28T06:08:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($198k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01625","actor":"rep_31","timestamp":"2026-02-28T05:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01625:00","content":"Operational trigger received from salesforce for Vertex Cyber ($198k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$198k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01625","actor":"rep_31","timestamp":"2026-02-28T05:24:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01625:01","content":"procurement blocker received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01625","actor":"rep_31","timestamp":"2026-02-28T05:35:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01625:02","content":"contract reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01625","actor":"rep_31","timestamp":"2026-02-28T05:28:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01625:03","content":"blocker classified recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01625","actor":"rep_31","timestamp":"2026-02-28T05:47:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01625:04","content":"owner selected recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01625","actor":"rep_31","timestamp":"2026-02-28T05:39:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01625:05","content":"evidence attached recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01625","actor":"rep_31","timestamp":"2026-02-28T05:55:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01625:06","content":"escalation created recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01625","actor":"rep_31","timestamp":"2026-02-28T06:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01625:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01625)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01625\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":218,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01625\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01626","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-01-11T21:45:00.000Z","closed_at":"2026-01-11T23:02:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($206k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01626","actor":"rep_32","timestamp":"2026-01-11T21:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01626:00","content":"Operational trigger received from salesforce for Meridian Logistics ($206k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":239,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$206k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01626","actor":"rep_32","timestamp":"2026-01-11T21:56:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01626:01","content":"procurement blocker received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01626","actor":"rep_32","timestamp":"2026-01-11T22:01:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01626:02","content":"contract reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01626","actor":"rep_32","timestamp":"2026-01-11T21:57:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01626:03","content":"blocker classified recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01626","actor":"rep_32","timestamp":"2026-01-11T22:13:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01626:04","content":"owner selected recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01626","actor":"rep_32","timestamp":"2026-01-11T22:20:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01626:05","content":"evidence attached recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01626","actor":"rep_32","timestamp":"2026-01-11T22:45:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01626:06","content":"escalation created recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01626","actor":"rep_32","timestamp":"2026-01-11T23:02:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01626:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01626)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01626\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01626\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01627","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-03-14T11:12:00.000Z","closed_at":"2026-03-14T11:40:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($296k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01627","actor":"rep_37","timestamp":"2026-03-14T11:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01627:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($296k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":102,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$296k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01627","actor":"rep_37","timestamp":"2026-03-14T11:18:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01627:01","content":"procurement blocker received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01627","actor":"rep_37","timestamp":"2026-03-14T11:20:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01627:02","content":"contract reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01627","actor":"rep_37","timestamp":"2026-03-14T11:39:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01627:03","content":"blocker classified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01627","actor":"rep_37","timestamp":"2026-03-14T11:52:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01627:04","content":"owner selected recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01627","actor":"rep_37","timestamp":"2026-03-14T12:02:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01627:05","content":"evidence attached recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01627","actor":"rep_37","timestamp":"2026-03-14T11:54:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01627:06","content":"escalation created recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"escalation_created","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01627","actor":"rep_37","timestamp":"2026-03-14T11:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01627:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01627)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01627\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01627\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01628","actor":"rep_32","actor_name":"Liam O'Connor","company":"CloudScale Data","opened_at":"2026-02-13T22:52:00.000Z","closed_at":"2026-02-13T23:41:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($253k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01628","actor":"rep_32","timestamp":"2026-02-13T22:52:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01628:00","content":"Operational trigger received from salesforce for CloudScale Data ($253k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":85,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$253k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01628","actor":"rep_32","timestamp":"2026-02-13T22:57:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01628:01","content":"procurement blocker received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01628","actor":"rep_32","timestamp":"2026-02-13T23:12:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01628:02","content":"contract reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01628","actor":"rep_32","timestamp":"2026-02-13T23:16:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01628:03","content":"blocker classified recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01628","actor":"rep_32","timestamp":"2026-02-13T23:28:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01628:04","content":"owner selected recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"owner_selected","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01628","actor":"rep_32","timestamp":"2026-02-13T23:47:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01628:05","content":"evidence attached recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01628","actor":"rep_32","timestamp":"2026-02-13T23:34:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01628:06","content":"escalation created recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"escalation_created","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01628","actor":"rep_32","timestamp":"2026-02-13T23:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01628:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01628)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01628\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01628\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01629","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-03-17T06:32:00.000Z","closed_at":"2026-03-17T07:14:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($86k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01629","actor":"rep_37","timestamp":"2026-03-17T06:32:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01629:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($86k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":271,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$86k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01629","actor":"rep_37","timestamp":"2026-03-17T06:39:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01629:01","content":"procurement blocker received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01629","actor":"rep_37","timestamp":"2026-03-17T06:42:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01629:02","content":"contract reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01629","actor":"rep_37","timestamp":"2026-03-17T07:05:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01629:03","content":"blocker classified recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01629","actor":"rep_37","timestamp":"2026-03-17T07:16:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01629:04","content":"owner selected recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01629","actor":"rep_37","timestamp":"2026-03-17T07:12:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01629:05","content":"evidence attached recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01629","actor":"rep_37","timestamp":"2026-03-17T07:14:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01629:06","content":"escalation created recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01629","actor":"rep_37","timestamp":"2026-03-17T07:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01629:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01629)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01629\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":160,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01629\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01630","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-03-03T18:45:00.000Z","closed_at":"2026-03-03T19:27:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($105k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01630","actor":"rep_11","timestamp":"2026-03-03T18:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01630:00","content":"Operational trigger received from salesforce for Acme Health Systems ($105k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$105k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01630","actor":"rep_11","timestamp":"2026-03-03T18:55:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01630:01","content":"procurement blocker received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01630","actor":"rep_11","timestamp":"2026-03-03T18:59:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01630:02","content":"contract reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01630","actor":"rep_11","timestamp":"2026-03-03T19:06:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01630:03","content":"blocker classified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01630","actor":"rep_11","timestamp":"2026-03-03T19:13:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01630:04","content":"owner selected recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01630","actor":"rep_11","timestamp":"2026-03-03T19:20:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01630:05","content":"evidence attached recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01630","actor":"rep_11","timestamp":"2026-03-03T19:03:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01630:06","content":"escalation created recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01630","actor":"rep_11","timestamp":"2026-03-03T19:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01630:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01630)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01630\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":70,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01630\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01631","actor":"rep_25","actor_name":"Carlos Mendez","company":"CloudScale Data","opened_at":"2026-02-23T15:22:00.000Z","closed_at":"2026-02-23T16:32:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($310k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01631","actor":"rep_25","timestamp":"2026-02-23T15:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01631:00","content":"Operational trigger received from salesforce for CloudScale Data ($310k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$310k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01631","actor":"rep_25","timestamp":"2026-02-23T15:27:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01631:01","content":"procurement blocker received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01631","actor":"rep_25","timestamp":"2026-02-23T15:40:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01631:02","content":"contract reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01631","actor":"rep_25","timestamp":"2026-02-23T15:37:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01631:03","content":"blocker classified recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01631","actor":"rep_25","timestamp":"2026-02-23T16:06:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01631:04","content":"owner selected recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"owner_selected","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01631","actor":"rep_25","timestamp":"2026-02-23T16:02:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01631:05","content":"evidence attached recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01631","actor":"rep_25","timestamp":"2026-02-23T16:22:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01631:06","content":"escalation created recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"escalation_created","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01631","actor":"rep_25","timestamp":"2026-02-23T16:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01631:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01631)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01631\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":110,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01631\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01632","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-01-27T08:51:00.000Z","closed_at":"2026-01-27T09:54:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($434k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01632","actor":"rep_31","timestamp":"2026-01-27T08:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01632:00","content":"Operational trigger received from salesforce for Nexus AI ($434k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":152,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$434k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01632","actor":"rep_31","timestamp":"2026-01-27T08:59:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01632:01","content":"procurement blocker received recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Nexus AI\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01632","actor":"rep_31","timestamp":"2026-01-27T08:59:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01632:02","content":"contract reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01632","actor":"rep_31","timestamp":"2026-01-27T09:09:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01632:03","content":"blocker classified recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Nexus AI\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01632","actor":"rep_31","timestamp":"2026-01-27T09:23:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01632:04","content":"owner selected recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Nexus AI\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01632","actor":"rep_31","timestamp":"2026-01-27T09:36:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01632:05","content":"evidence attached recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Nexus AI\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01632","actor":"rep_31","timestamp":"2026-01-27T09:09:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01632:06","content":"escalation created recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Nexus AI\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01632","actor":"rep_31","timestamp":"2026-01-27T09:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01632:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01632)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01632\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01632\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01633","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-01-06T06:26:00.000Z","closed_at":"2026-01-06T06:47:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($116k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01633","actor":"rep_11","timestamp":"2026-01-06T06:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01633:00","content":"Operational trigger received from salesforce for CloudScale Data ($116k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$116k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01633","actor":"rep_11","timestamp":"2026-01-06T06:33:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01633:01","content":"procurement blocker received recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01633","actor":"rep_11","timestamp":"2026-01-06T06:38:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01633:02","content":"contract reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01633","actor":"rep_11","timestamp":"2026-01-06T06:59:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01633:03","content":"blocker classified recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01633","actor":"rep_11","timestamp":"2026-01-06T07:02:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01633:04","content":"owner selected recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"owner_selected","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01633","actor":"rep_11","timestamp":"2026-01-06T06:41:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01633:05","content":"evidence attached recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01633","actor":"rep_11","timestamp":"2026-01-06T07:32:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01633:06","content":"escalation created recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"escalation_created","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01633","actor":"rep_11","timestamp":"2026-01-06T06:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01633:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01633)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01633\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":144,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01633\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01634","actor":"rep_31","actor_name":"Aisha Taylor","company":"FinTech Global","opened_at":"2026-03-11T16:19:00.000Z","closed_at":"2026-03-11T17:01:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($197k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01634","actor":"rep_31","timestamp":"2026-03-11T16:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01634:00","content":"Operational trigger received from salesforce for FinTech Global ($197k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$197k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01634","actor":"rep_31","timestamp":"2026-03-11T16:28:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01634:01","content":"procurement blocker received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01634","actor":"rep_31","timestamp":"2026-03-11T16:39:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01634:02","content":"contract reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01634","actor":"rep_31","timestamp":"2026-03-11T16:43:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01634:03","content":"blocker classified recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01634","actor":"rep_31","timestamp":"2026-03-11T16:43:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01634:04","content":"owner selected recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"FinTech Global\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owner_selected","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01634","actor":"rep_31","timestamp":"2026-03-11T16:49:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01634:05","content":"evidence attached recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"FinTech Global\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01634","actor":"rep_31","timestamp":"2026-03-11T16:49:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01634:06","content":"escalation created recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"FinTech Global\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"escalation_created","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01634","actor":"rep_31","timestamp":"2026-03-11T17:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01634:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01634)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01634\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":129,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01634\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01635","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-01-26T21:04:00.000Z","closed_at":"2026-01-26T21:25:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($413k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01635","actor":"rep_19","timestamp":"2026-01-26T21:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01635:00","content":"Operational trigger received from salesforce for Pinnacle Media ($413k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":200,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01635","actor":"rep_19","timestamp":"2026-01-26T21:08:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01635:01","content":"procurement blocker received recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01635","actor":"rep_19","timestamp":"2026-01-26T21:20:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01635:02","content":"contract reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01635","actor":"rep_19","timestamp":"2026-01-26T21:37:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01635:03","content":"blocker classified recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01635","actor":"rep_19","timestamp":"2026-01-26T21:16:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01635:04","content":"owner selected recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01635","actor":"rep_19","timestamp":"2026-01-26T21:39:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01635:05","content":"evidence attached recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01635","actor":"rep_19","timestamp":"2026-01-26T21:46:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01635:06","content":"escalation created recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01635","actor":"rep_19","timestamp":"2026-01-26T21:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01635:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01635)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01635\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":145,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01635\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01636","actor":"rep_14","actor_name":"Rachel Adams","company":"Vanguard Financial","opened_at":"2026-02-19T08:14:00.000Z","closed_at":"2026-02-19T09:17:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($363k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01636","actor":"rep_14","timestamp":"2026-02-19T08:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01636:00","content":"Operational trigger received from salesforce for Vanguard Financial ($363k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":282,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$363k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01636","actor":"rep_14","timestamp":"2026-02-19T08:17:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01636:01","content":"procurement blocker received recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01636","actor":"rep_14","timestamp":"2026-02-19T08:36:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01636:02","content":"contract reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01636","actor":"rep_14","timestamp":"2026-02-19T08:23:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01636:03","content":"blocker classified recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01636","actor":"rep_14","timestamp":"2026-02-19T08:38:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01636:04","content":"owner selected recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01636","actor":"rep_14","timestamp":"2026-02-19T09:09:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01636:05","content":"evidence attached recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01636","actor":"rep_14","timestamp":"2026-02-19T09:08:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01636:06","content":"escalation created recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01636","actor":"rep_14","timestamp":"2026-02-19T09:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01636:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01636)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01636\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":89,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01636\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01637","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-03-18T20:56:00.000Z","closed_at":"2026-03-18T22:13:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($369k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01637","actor":"rep_37","timestamp":"2026-03-18T20:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01637:00","content":"Operational trigger received from salesforce for Acme Health Systems ($369k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":174,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$369k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01637","actor":"rep_37","timestamp":"2026-03-18T20:59:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01637:01","content":"procurement blocker received recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01637","actor":"rep_37","timestamp":"2026-03-18T21:14:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01637:02","content":"contract reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01637","actor":"rep_37","timestamp":"2026-03-18T21:11:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01637:03","content":"blocker classified recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01637","actor":"rep_37","timestamp":"2026-03-18T21:16:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01637:04","content":"owner selected recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01637","actor":"rep_37","timestamp":"2026-03-18T21:31:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01637:05","content":"evidence attached recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01637","actor":"rep_37","timestamp":"2026-03-18T21:26:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01637:06","content":"escalation created recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01637","actor":"rep_37","timestamp":"2026-03-18T22:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01637:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01637)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01637\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":129,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01637\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01638","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-02-04T05:22:00.000Z","closed_at":"2026-02-04T06:25:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($278k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01638","actor":"rep_11","timestamp":"2026-02-04T05:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01638:00","content":"Operational trigger received from salesforce for Meridian Logistics ($278k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":112,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$278k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01638","actor":"rep_11","timestamp":"2026-02-04T05:33:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01638:01","content":"procurement blocker received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01638","actor":"rep_11","timestamp":"2026-02-04T05:28:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01638:02","content":"contract reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01638","actor":"rep_11","timestamp":"2026-02-04T05:43:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01638:03","content":"blocker classified recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01638","actor":"rep_11","timestamp":"2026-02-04T05:46:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01638:04","content":"owner selected recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01638","actor":"rep_11","timestamp":"2026-02-04T06:02:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01638:05","content":"evidence attached recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01638","actor":"rep_11","timestamp":"2026-02-04T05:46:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01638:06","content":"escalation created recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01638","actor":"rep_11","timestamp":"2026-02-04T06:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01638:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01638)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01638\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":162,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01638\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01639","actor":"rep_01","actor_name":"Sarah Chen","company":"OmniChannel Inc","opened_at":"2026-01-14T13:22:00.000Z","closed_at":"2026-01-14T13:57:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($412k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01639","actor":"rep_01","timestamp":"2026-01-14T13:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01639:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($412k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$412k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01639","actor":"rep_01","timestamp":"2026-01-14T13:28:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01639:01","content":"procurement blocker received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01639","actor":"rep_01","timestamp":"2026-01-14T13:44:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01639:02","content":"contract reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01639","actor":"rep_01","timestamp":"2026-01-14T13:55:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01639:03","content":"blocker classified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01639","actor":"rep_01","timestamp":"2026-01-14T13:58:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01639:04","content":"owner selected recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01639","actor":"rep_01","timestamp":"2026-01-14T14:02:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01639:05","content":"evidence attached recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01639","actor":"rep_01","timestamp":"2026-01-14T14:04:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01639:06","content":"escalation created recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"escalation_created","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01639","actor":"rep_01","timestamp":"2026-01-14T13:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01639:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01639)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01639\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":276,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01639\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01640","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-01-09T09:51:00.000Z","closed_at":"2026-01-09T11:08:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($91k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01640","actor":"rep_11","timestamp":"2026-01-09T09:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01640:00","content":"Operational trigger received from salesforce for FinTech Global ($91k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$91k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01640","actor":"rep_11","timestamp":"2026-01-09T09:57:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01640:01","content":"procurement blocker received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01640","actor":"rep_11","timestamp":"2026-01-09T10:01:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01640:02","content":"contract reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01640","actor":"rep_11","timestamp":"2026-01-09T10:00:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01640:03","content":"blocker classified recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01640","actor":"rep_11","timestamp":"2026-01-09T10:11:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01640:04","content":"owner selected recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"FinTech Global\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owner_selected","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01640","actor":"rep_11","timestamp":"2026-01-09T10:21:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01640:05","content":"evidence attached recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"FinTech Global\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01640","actor":"rep_11","timestamp":"2026-01-09T10:09:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01640:06","content":"escalation created recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"FinTech Global\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"escalation_created","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01640","actor":"rep_11","timestamp":"2026-01-09T11:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01640:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01640)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01640\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":282,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01640\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01641","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-01-29T01:04:00.000Z","closed_at":"2026-01-29T01:39:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($317k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01641","actor":"rep_37","timestamp":"2026-01-29T01:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01641:00","content":"Operational trigger received from salesforce for NovaBio Labs ($317k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":216,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$317k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01641","actor":"rep_37","timestamp":"2026-01-29T01:15:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01641:01","content":"procurement blocker received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01641","actor":"rep_37","timestamp":"2026-01-29T01:12:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01641:02","content":"contract reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01641","actor":"rep_37","timestamp":"2026-01-29T01:28:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01641:03","content":"blocker classified recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01641","actor":"rep_37","timestamp":"2026-01-29T01:20:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01641:04","content":"owner selected recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owner_selected","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01641","actor":"rep_37","timestamp":"2026-01-29T01:49:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01641:05","content":"evidence attached recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01641","actor":"rep_37","timestamp":"2026-01-29T02:04:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01641:06","content":"escalation created recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"escalation_created","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01641","actor":"rep_37","timestamp":"2026-01-29T01:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01641:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01641)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01641\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":141,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01641\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01642","actor":"rep_14","actor_name":"Rachel Adams","company":"Aura Therapeutics","opened_at":"2026-01-23T09:11:00.000Z","closed_at":"2026-01-23T10:00:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($128k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01642","actor":"rep_14","timestamp":"2026-01-23T09:11:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01642:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($128k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":159,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$128k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01642","actor":"rep_14","timestamp":"2026-01-23T09:21:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01642:01","content":"procurement blocker received recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01642","actor":"rep_14","timestamp":"2026-01-23T09:21:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01642:02","content":"contract reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01642","actor":"rep_14","timestamp":"2026-01-23T09:32:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01642:03","content":"blocker classified recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01642","actor":"rep_14","timestamp":"2026-01-23T09:23:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01642:04","content":"owner selected recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01642","actor":"rep_14","timestamp":"2026-01-23T10:06:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01642:05","content":"evidence attached recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01642","actor":"rep_14","timestamp":"2026-01-23T10:11:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01642:06","content":"escalation created recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01642","actor":"rep_14","timestamp":"2026-01-23T10:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01642:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01642)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01642\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":139,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01642\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01643","actor":"rep_25","actor_name":"Carlos Mendez","company":"Beacon Energy","opened_at":"2026-01-29T23:13:00.000Z","closed_at":"2026-01-29T23:34:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($50k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01643","actor":"rep_25","timestamp":"2026-01-29T23:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01643:00","content":"Operational trigger received from salesforce for Beacon Energy ($50k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":159,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$50k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01643","actor":"rep_25","timestamp":"2026-01-29T23:22:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01643:01","content":"procurement blocker received recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01643","actor":"rep_25","timestamp":"2026-01-29T23:35:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01643:02","content":"contract reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01643","actor":"rep_25","timestamp":"2026-01-29T23:22:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01643:03","content":"blocker classified recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01643","actor":"rep_25","timestamp":"2026-01-29T23:53:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01643:04","content":"owner selected recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01643","actor":"rep_25","timestamp":"2026-01-30T00:03:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01643:05","content":"evidence attached recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01643","actor":"rep_25","timestamp":"2026-01-30T00:01:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01643:06","content":"escalation created recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01643","actor":"rep_25","timestamp":"2026-01-29T23:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01643:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01643)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01643\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01643\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01644","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-01-05T13:57:00.000Z","closed_at":"2026-01-05T14:53:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($210k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01644","actor":"rep_37","timestamp":"2026-01-05T13:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01644:00","content":"Operational trigger received from salesforce for Catalyst Software ($210k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$210k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01644","actor":"rep_37","timestamp":"2026-01-05T14:07:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01644:01","content":"procurement blocker received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01644","actor":"rep_37","timestamp":"2026-01-05T14:15:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01644:02","content":"contract reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01644","actor":"rep_37","timestamp":"2026-01-05T14:30:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01644:03","content":"blocker classified recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01644","actor":"rep_37","timestamp":"2026-01-05T14:33:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01644:04","content":"owner selected recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01644","actor":"rep_37","timestamp":"2026-01-05T14:47:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01644:05","content":"evidence attached recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01644","actor":"rep_37","timestamp":"2026-01-05T14:21:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01644:06","content":"escalation created recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01644","actor":"rep_37","timestamp":"2026-01-05T14:53:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01644:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01644)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01644\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":50,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01644\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01645","actor":"rep_31","actor_name":"Aisha Taylor","company":"OmniChannel Inc","opened_at":"2026-01-16T14:49:00.000Z","closed_at":"2026-01-16T16:06:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($117k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01645","actor":"rep_31","timestamp":"2026-01-16T14:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01645:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($117k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$117k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01645","actor":"rep_31","timestamp":"2026-01-16T14:53:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01645:01","content":"procurement blocker received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01645","actor":"rep_31","timestamp":"2026-01-16T15:05:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01645:02","content":"contract reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01645","actor":"rep_31","timestamp":"2026-01-16T14:58:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01645:03","content":"blocker classified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01645","actor":"rep_31","timestamp":"2026-01-16T15:09:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01645:04","content":"owner selected recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01645","actor":"rep_31","timestamp":"2026-01-16T15:04:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01645:05","content":"evidence attached recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01645","actor":"rep_31","timestamp":"2026-01-16T15:07:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01645:06","content":"escalation created recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"escalation_created","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01645","actor":"rep_31","timestamp":"2026-01-16T16:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01645:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01645)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01645\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":204,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01645\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01646","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-01-27T05:10:00.000Z","closed_at":"2026-01-27T05:59:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($278k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01646","actor":"rep_20","timestamp":"2026-01-27T05:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01646:00","content":"Operational trigger received from salesforce for FinTech Global ($278k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":159,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$278k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01646","actor":"rep_20","timestamp":"2026-01-27T05:21:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01646:01","content":"procurement blocker received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01646","actor":"rep_20","timestamp":"2026-01-27T05:30:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01646:02","content":"contract reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01646","actor":"rep_20","timestamp":"2026-01-27T05:37:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01646:03","content":"blocker classified recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01646","actor":"rep_20","timestamp":"2026-01-27T05:42:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01646:04","content":"owner selected recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"FinTech Global\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owner_selected","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01646","actor":"rep_20","timestamp":"2026-01-27T05:55:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01646:05","content":"evidence attached recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"FinTech Global\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01646","actor":"rep_20","timestamp":"2026-01-27T05:34:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01646:06","content":"escalation created recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"FinTech Global\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"escalation_created","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01646","actor":"rep_20","timestamp":"2026-01-27T05:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01646:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01646)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01646\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01646\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01647","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-03-04T23:55:00.000Z","closed_at":"2026-03-05T00:44:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($65k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01647","actor":"rep_19","timestamp":"2026-03-04T23:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01647:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($65k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":226,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$65k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01647","actor":"rep_19","timestamp":"2026-03-05T00:03:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01647:01","content":"procurement blocker received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01647","actor":"rep_19","timestamp":"2026-03-05T00:05:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01647:02","content":"contract reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01647","actor":"rep_19","timestamp":"2026-03-05T00:19:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01647:03","content":"blocker classified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01647","actor":"rep_19","timestamp":"2026-03-05T00:15:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01647:04","content":"owner selected recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01647","actor":"rep_19","timestamp":"2026-03-05T00:10:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01647:05","content":"evidence attached recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01647","actor":"rep_19","timestamp":"2026-03-05T00:49:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01647:06","content":"escalation created recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"escalation_created","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01647","actor":"rep_19","timestamp":"2026-03-05T00:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01647:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01647)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01647\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":277,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01647\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01648","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-01-20T09:19:00.000Z","closed_at":"2026-01-20T10:22:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($158k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01648","actor":"rep_37","timestamp":"2026-01-20T09:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01648:00","content":"Operational trigger received from salesforce for Stripe Technologies ($158k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$158k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01648","actor":"rep_37","timestamp":"2026-01-20T09:28:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01648:01","content":"procurement blocker received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01648","actor":"rep_37","timestamp":"2026-01-20T09:25:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01648:02","content":"contract reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01648","actor":"rep_37","timestamp":"2026-01-20T09:52:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01648:03","content":"blocker classified recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01648","actor":"rep_37","timestamp":"2026-01-20T09:43:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01648:04","content":"owner selected recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01648","actor":"rep_37","timestamp":"2026-01-20T09:49:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01648:05","content":"evidence attached recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01648","actor":"rep_37","timestamp":"2026-01-20T10:19:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01648:06","content":"escalation created recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01648","actor":"rep_37","timestamp":"2026-01-20T10:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01648:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01648)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01648\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01648\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01649","actor":"rep_14","actor_name":"Rachel Adams","company":"Vertex Cyber","opened_at":"2026-03-21T06:26:00.000Z","closed_at":"2026-03-21T07:43:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($412k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01649","actor":"rep_14","timestamp":"2026-03-21T06:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01649:00","content":"Operational trigger received from salesforce for Vertex Cyber ($412k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":142,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$412k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01649","actor":"rep_14","timestamp":"2026-03-21T06:36:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01649:01","content":"procurement blocker received recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01649","actor":"rep_14","timestamp":"2026-03-21T06:48:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01649:02","content":"contract reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01649","actor":"rep_14","timestamp":"2026-03-21T06:59:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01649:03","content":"blocker classified recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01649","actor":"rep_14","timestamp":"2026-03-21T06:58:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01649:04","content":"owner selected recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01649","actor":"rep_14","timestamp":"2026-03-21T06:56:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01649:05","content":"evidence attached recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01649","actor":"rep_14","timestamp":"2026-03-21T06:50:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01649:06","content":"escalation created recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01649","actor":"rep_14","timestamp":"2026-03-21T07:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01649:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01649)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01649\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01649\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01650","actor":"rep_09","actor_name":"Elena Rostova","company":"Apex Retail Group","opened_at":"2026-02-07T22:03:00.000Z","closed_at":"2026-02-07T23:13:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($67k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01650","actor":"rep_09","timestamp":"2026-02-07T22:03:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01650:00","content":"Operational trigger received from salesforce for Apex Retail Group ($67k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":160,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$67k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01650","actor":"rep_09","timestamp":"2026-02-07T22:06:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01650:01","content":"procurement blocker received recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01650","actor":"rep_09","timestamp":"2026-02-07T22:17:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01650:02","content":"contract reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01650","actor":"rep_09","timestamp":"2026-02-07T22:36:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01650:03","content":"blocker classified recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01650","actor":"rep_09","timestamp":"2026-02-07T22:35:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01650:04","content":"owner selected recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01650","actor":"rep_09","timestamp":"2026-02-07T22:43:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01650:05","content":"evidence attached recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01650","actor":"rep_09","timestamp":"2026-02-07T22:57:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01650:06","content":"escalation created recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01650","actor":"rep_09","timestamp":"2026-02-07T23:13:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01650:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01650)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01650\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01650\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01651","actor":"rep_37","actor_name":"Sophia Zhang","company":"FinTech Global","opened_at":"2026-03-19T08:07:00.000Z","closed_at":"2026-03-19T08:28:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($218k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01651","actor":"rep_37","timestamp":"2026-03-19T08:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01651:00","content":"Operational trigger received from salesforce for FinTech Global ($218k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":266,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$218k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01651","actor":"rep_37","timestamp":"2026-03-19T08:17:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01651:01","content":"procurement blocker received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01651","actor":"rep_37","timestamp":"2026-03-19T08:27:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01651:02","content":"contract reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01651","actor":"rep_37","timestamp":"2026-03-19T08:19:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01651:03","content":"blocker classified recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01651","actor":"rep_37","timestamp":"2026-03-19T08:39:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01651:04","content":"owner selected recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"FinTech Global\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owner_selected","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01651","actor":"rep_37","timestamp":"2026-03-19T09:02:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01651:05","content":"evidence attached recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"FinTech Global\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01651","actor":"rep_37","timestamp":"2026-03-19T09:13:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01651:06","content":"escalation created recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"FinTech Global\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"escalation_created","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01651","actor":"rep_37","timestamp":"2026-03-19T08:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01651:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01651)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01651\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":92,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01651\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01652","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-03-23T10:33:00.000Z","closed_at":"2026-03-23T10:54:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($82k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01652","actor":"rep_31","timestamp":"2026-03-23T10:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01652:00","content":"Operational trigger received from salesforce for NovaBio Labs ($82k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":55,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$82k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01652","actor":"rep_31","timestamp":"2026-03-23T10:40:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01652:01","content":"procurement blocker received recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01652","actor":"rep_31","timestamp":"2026-03-23T10:39:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01652:02","content":"contract reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01652","actor":"rep_31","timestamp":"2026-03-23T11:06:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01652:03","content":"blocker classified recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01652","actor":"rep_31","timestamp":"2026-03-23T10:49:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01652:04","content":"owner selected recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"owner_selected","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01652","actor":"rep_31","timestamp":"2026-03-23T11:08:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01652:05","content":"evidence attached recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01652","actor":"rep_31","timestamp":"2026-03-23T11:27:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01652:06","content":"escalation created recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"escalation_created","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01652","actor":"rep_31","timestamp":"2026-03-23T10:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01652:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01652)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01652\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":103,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01652\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01653","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-02-23T02:38:00.000Z","closed_at":"2026-02-23T03:27:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($429k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01653","actor":"rep_11","timestamp":"2026-02-23T02:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01653:00","content":"Operational trigger received from salesforce for Catalyst Software ($429k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$429k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01653","actor":"rep_11","timestamp":"2026-02-23T02:42:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01653:01","content":"procurement blocker received recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01653","actor":"rep_11","timestamp":"2026-02-23T02:54:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01653:02","content":"contract reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01653","actor":"rep_11","timestamp":"2026-02-23T02:50:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01653:03","content":"blocker classified recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01653","actor":"rep_11","timestamp":"2026-02-23T03:10:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01653:04","content":"owner selected recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01653","actor":"rep_11","timestamp":"2026-02-23T03:18:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01653:05","content":"evidence attached recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01653","actor":"rep_11","timestamp":"2026-02-23T03:44:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01653:06","content":"escalation created recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01653","actor":"rep_11","timestamp":"2026-02-23T03:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01653:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01653)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01653\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":111,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01653\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01654","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-02-27T19:51:00.000Z","closed_at":"2026-02-27T20:40:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($409k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01654","actor":"rep_37","timestamp":"2026-02-27T19:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01654:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($409k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$409k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01654","actor":"rep_37","timestamp":"2026-02-27T19:59:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01654:01","content":"procurement blocker received recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01654","actor":"rep_37","timestamp":"2026-02-27T19:57:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01654:02","content":"contract reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01654","actor":"rep_37","timestamp":"2026-02-27T20:12:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01654:03","content":"blocker classified recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01654","actor":"rep_37","timestamp":"2026-02-27T20:15:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01654:04","content":"owner selected recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"owner_selected","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01654","actor":"rep_37","timestamp":"2026-02-27T20:46:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01654:05","content":"evidence attached recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01654","actor":"rep_37","timestamp":"2026-02-27T20:51:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01654:06","content":"escalation created recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"escalation_created","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01654","actor":"rep_37","timestamp":"2026-02-27T20:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01654:07","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01654)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01654\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01654\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01655","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-02-24T01:14:00.000Z","closed_at":"2026-02-24T01:42:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($399k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01655","actor":"rep_20","timestamp":"2026-02-24T01:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01655:00","content":"Operational trigger received from salesforce for FinTech Global ($399k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":79,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$399k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01655","actor":"rep_20","timestamp":"2026-02-24T01:21:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01655:01","content":"procurement blocker received recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"FinTech Global\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01655","actor":"rep_20","timestamp":"2026-02-24T01:22:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01655:02","content":"contract reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01655","actor":"rep_20","timestamp":"2026-02-24T01:41:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01655:03","content":"blocker classified recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"FinTech Global\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01655","actor":"rep_20","timestamp":"2026-02-24T01:26:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01655:04","content":"owner selected recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"FinTech Global\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"owner_selected","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01655","actor":"rep_20","timestamp":"2026-02-24T01:44:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01655:05","content":"evidence attached recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"FinTech Global\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01655","actor":"rep_20","timestamp":"2026-02-24T02:08:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01655:06","content":"escalation created recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"FinTech Global\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"escalation_created","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01655","actor":"rep_20","timestamp":"2026-02-24T01:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01655:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01655)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01655\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":274,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01655\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01656","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-02-01T02:53:00.000Z","closed_at":"2026-02-01T03:35:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($143k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01656","actor":"rep_37","timestamp":"2026-02-01T02:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01656:00","content":"Operational trigger received from salesforce for Meridian Logistics ($143k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":232,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$143k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01656","actor":"rep_37","timestamp":"2026-02-01T03:01:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01656:01","content":"procurement blocker received recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01656","actor":"rep_37","timestamp":"2026-02-01T03:03:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01656:02","content":"contract reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01656","actor":"rep_37","timestamp":"2026-02-01T03:02:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01656:03","content":"blocker classified recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01656","actor":"rep_37","timestamp":"2026-02-01T03:09:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01656:04","content":"owner selected recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01656","actor":"rep_37","timestamp":"2026-02-01T03:13:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01656:05","content":"evidence attached recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01656","actor":"rep_37","timestamp":"2026-02-01T03:17:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01656:06","content":"escalation created recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01656","actor":"rep_37","timestamp":"2026-02-01T03:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01656:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01656)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01656\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":203,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01656\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01657","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-01-10T06:15:00.000Z","closed_at":"2026-01-10T07:04:00.000Z","source":"salesforce","workflow_truth":"procurement_escalation","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Route a procurement issue to the correct owner and next action","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($238k ARR)","information_consulted":["contract_reviewed"],"actions_taken":["procurement_blocker_received","contract_reviewed","blocker_classified","owner_selected","evidence_attached","escalation_created"],"decision_points":["route_to_owner"],"constraints":["route legal language to counsel","include requested decision date"],"final_output":"route_to_owner","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01657","actor":"rep_09","timestamp":"2026-01-10T06:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01657:00","content":"Operational trigger received from salesforce for Stripe Technologies ($238k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":48,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$238k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01657","actor":"rep_09","timestamp":"2026-01-10T06:23:00.000Z","source":"salesforce","event_type":"procurement_blocker_received","object":"record:crm_01657:01","content":"procurement blocker received recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"procurement_blocker_received\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"procurement_blocker_received","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"procurement_blocker_received\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01657","actor":"rep_09","timestamp":"2026-01-10T06:37:00.000Z","source":"salesforce","event_type":"contract_reviewed","object":"record:crm_01657:02","content":"contract reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"contract_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"contract_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"contract_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01657","actor":"rep_09","timestamp":"2026-01-10T06:39:00.000Z","source":"salesforce","event_type":"blocker_classified","object":"record:crm_01657:03","content":"blocker classified recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"blocker_classified\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"blocker_classified","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"blocker_classified\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01657","actor":"rep_09","timestamp":"2026-01-10T06:51:00.000Z","source":"salesforce","event_type":"owner_selected","object":"record:crm_01657:04","content":"owner selected recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"owner_selected\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"owner_selected","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"owner_selected\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01657","actor":"rep_09","timestamp":"2026-01-10T06:30:00.000Z","source":"salesforce","event_type":"evidence_attached","object":"record:crm_01657:05","content":"evidence attached recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"evidence_attached\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"evidence_attached","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"evidence_attached\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01657","actor":"rep_09","timestamp":"2026-01-10T07:03:00.000Z","source":"salesforce","event_type":"escalation_created","object":"record:crm_01657:06","content":"escalation created recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"escalation_created\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"escalation_created","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"escalation_created\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01657","actor":"rep_09","timestamp":"2026-01-10T07:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01657:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01657)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01657\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01657\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01658","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-03-23T03:36:00.000Z","closed_at":"2026-03-23T04:32:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($440k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01658","actor":"rep_25","timestamp":"2026-03-23T03:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01658:00","content":"Operational trigger received from salesforce for Sentinel Networks ($440k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":75,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$440k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01658","actor":"rep_25","timestamp":"2026-03-23T03:42:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01658:01","content":"renewal window opened recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01658","actor":"rep_25","timestamp":"2026-03-23T03:50:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01658:02","content":"usage reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01658","actor":"rep_25","timestamp":"2026-03-23T03:57:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01658:03","content":"support history reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01658","actor":"rep_25","timestamp":"2026-03-23T03:48:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01658:04","content":"relationship scored recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01658","actor":"rep_25","timestamp":"2026-03-23T04:16:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01658:05","content":"risk tier assigned recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01658","actor":"rep_25","timestamp":"2026-03-23T04:12:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01658:06","content":"intervention recommended recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01658","actor":"rep_25","timestamp":"2026-03-23T04:32:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01658:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01658)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01658\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":142,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01658\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01659","actor":"rep_20","actor_name":"Maya Patel","company":"Vanguard Financial","opened_at":"2026-01-24T08:17:00.000Z","closed_at":"2026-01-24T09:34:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($235k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01659","actor":"rep_20","timestamp":"2026-01-24T08:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01659:00","content":"Operational trigger received from salesforce for Vanguard Financial ($235k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":240,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$235k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01659","actor":"rep_20","timestamp":"2026-01-24T08:25:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01659:01","content":"renewal window opened recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01659","actor":"rep_20","timestamp":"2026-01-24T08:27:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01659:02","content":"usage reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01659","actor":"rep_20","timestamp":"2026-01-24T08:32:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01659:03","content":"support history reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01659","actor":"rep_20","timestamp":"2026-01-24T08:49:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01659:04","content":"relationship scored recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01659","actor":"rep_20","timestamp":"2026-01-24T08:42:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01659:05","content":"risk tier assigned recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01659","actor":"rep_20","timestamp":"2026-01-24T09:11:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01659:06","content":"intervention recommended recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":174,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01659","actor":"rep_20","timestamp":"2026-01-24T09:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01659:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01659)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01659\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":269,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01659\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01660","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-02-23T04:57:00.000Z","closed_at":"2026-02-23T06:14:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($272k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01660","actor":"rep_14","timestamp":"2026-02-23T04:57:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01660:00","content":"Operational trigger received from salesforce for Apex Retail Group ($272k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":152,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$272k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01660","actor":"rep_14","timestamp":"2026-02-23T05:07:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01660:01","content":"renewal window opened recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01660","actor":"rep_14","timestamp":"2026-02-23T05:09:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01660:02","content":"usage reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01660","actor":"rep_14","timestamp":"2026-02-23T05:21:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01660:03","content":"support history reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01660","actor":"rep_14","timestamp":"2026-02-23T05:33:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01660:04","content":"relationship scored recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01660","actor":"rep_14","timestamp":"2026-02-23T05:37:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01660:05","content":"risk tier assigned recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01660","actor":"rep_14","timestamp":"2026-02-23T05:27:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01660:06","content":"intervention recommended recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01660","actor":"rep_14","timestamp":"2026-02-23T06:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01660:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01660)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01660\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01660\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01661","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-02-10T23:26:00.000Z","closed_at":"2026-02-11T00:29:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($300k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01661","actor":"rep_01","timestamp":"2026-02-10T23:26:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01661:00","content":"Operational trigger received from salesforce for NovaBio Labs ($300k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":175,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$300k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01661","actor":"rep_01","timestamp":"2026-02-10T23:29:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01661:01","content":"renewal window opened recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01661","actor":"rep_01","timestamp":"2026-02-10T23:44:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01661:02","content":"usage reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01661","actor":"rep_01","timestamp":"2026-02-10T23:38:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01661:03","content":"support history reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01661","actor":"rep_01","timestamp":"2026-02-10T23:38:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01661:04","content":"relationship scored recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01661","actor":"rep_01","timestamp":"2026-02-11T00:06:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01661:05","content":"risk tier assigned recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01661","actor":"rep_01","timestamp":"2026-02-10T23:56:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01661:06","content":"intervention recommended recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01661","actor":"rep_01","timestamp":"2026-02-11T00:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01661:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01661)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01661\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":234,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01661\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01662","actor":"rep_01","actor_name":"Sarah Chen","company":"Beacon Energy","opened_at":"2026-02-05T19:06:00.000Z","closed_at":"2026-02-05T19:41:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($411k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01662","actor":"rep_01","timestamp":"2026-02-05T19:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01662:00","content":"Operational trigger received from salesforce for Beacon Energy ($411k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$411k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01662","actor":"rep_01","timestamp":"2026-02-05T19:11:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01662:01","content":"renewal window opened recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01662","actor":"rep_01","timestamp":"2026-02-05T19:12:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01662:02","content":"usage reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01662","actor":"rep_01","timestamp":"2026-02-05T19:30:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01662:03","content":"support history reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01662","actor":"rep_01","timestamp":"2026-02-05T19:22:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01662:04","content":"relationship scored recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01662","actor":"rep_01","timestamp":"2026-02-05T19:36:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01662:05","content":"risk tier assigned recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01662","actor":"rep_01","timestamp":"2026-02-05T19:48:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01662:06","content":"intervention recommended recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01662","actor":"rep_01","timestamp":"2026-02-05T19:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01662:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01662)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01662\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":111,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01662\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01663","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-01-02T01:34:00.000Z","closed_at":"2026-01-02T02:23:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($203k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01663","actor":"rep_14","timestamp":"2026-01-02T01:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01663:00","content":"Operational trigger received from salesforce for Apex Retail Group ($203k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":149,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$203k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01663","actor":"rep_14","timestamp":"2026-01-02T01:40:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01663:01","content":"renewal window opened recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01663","actor":"rep_14","timestamp":"2026-01-02T01:56:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01663:02","content":"usage reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01663","actor":"rep_14","timestamp":"2026-01-02T01:49:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01663:03","content":"support history reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01663","actor":"rep_14","timestamp":"2026-01-02T02:06:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01663:04","content":"relationship scored recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01663","actor":"rep_14","timestamp":"2026-01-02T02:19:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01663:05","content":"risk tier assigned recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01663","actor":"rep_14","timestamp":"2026-01-02T02:10:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01663:06","content":"intervention recommended recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01663","actor":"rep_14","timestamp":"2026-01-02T02:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01663:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01663)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01663\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01663\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01664","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-02-13T07:54:00.000Z","closed_at":"2026-02-13T08:43:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($421k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01664","actor":"rep_09","timestamp":"2026-02-13T07:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01664:00","content":"Operational trigger received from salesforce for Pinnacle Media ($421k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":167,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$421k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01664","actor":"rep_09","timestamp":"2026-02-13T07:58:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01664:01","content":"renewal window opened recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01664","actor":"rep_09","timestamp":"2026-02-13T08:10:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01664:02","content":"usage reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01664","actor":"rep_09","timestamp":"2026-02-13T08:09:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01664:03","content":"support history reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01664","actor":"rep_09","timestamp":"2026-02-13T08:06:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01664:04","content":"relationship scored recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01664","actor":"rep_09","timestamp":"2026-02-13T08:39:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01664:05","content":"risk tier assigned recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01664","actor":"rep_09","timestamp":"2026-02-13T08:18:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01664:06","content":"intervention recommended recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01664","actor":"rep_09","timestamp":"2026-02-13T08:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01664:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01664)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01664\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":209,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01664\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01665","actor":"rep_19","actor_name":"James Wilson","company":"FinTech Global","opened_at":"2026-01-23T21:10:00.000Z","closed_at":"2026-01-23T21:38:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($346k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01665","actor":"rep_19","timestamp":"2026-01-23T21:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01665:00","content":"Operational trigger received from salesforce for FinTech Global ($346k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":143,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$346k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01665","actor":"rep_19","timestamp":"2026-01-23T21:17:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01665:01","content":"renewal window opened recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"FinTech Global\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01665","actor":"rep_19","timestamp":"2026-01-23T21:24:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01665:02","content":"usage reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01665","actor":"rep_19","timestamp":"2026-01-23T21:34:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01665:03","content":"support history reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01665","actor":"rep_19","timestamp":"2026-01-23T21:42:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01665:04","content":"relationship scored recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"FinTech Global\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01665","actor":"rep_19","timestamp":"2026-01-23T22:00:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01665:05","content":"risk tier assigned recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"FinTech Global\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01665","actor":"rep_19","timestamp":"2026-01-23T21:34:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01665:06","content":"intervention recommended recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"FinTech Global\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01665","actor":"rep_19","timestamp":"2026-01-23T21:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01665:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01665)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01665\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":133,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01665\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01666","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-02-01T03:29:00.000Z","closed_at":"2026-02-01T03:57:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($330k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01666","actor":"rep_25","timestamp":"2026-02-01T03:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01666:00","content":"Operational trigger received from salesforce for Apex Retail Group ($330k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":241,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$330k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01666","actor":"rep_25","timestamp":"2026-02-01T03:36:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01666:01","content":"renewal window opened recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01666","actor":"rep_25","timestamp":"2026-02-01T03:51:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01666:02","content":"usage reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01666","actor":"rep_25","timestamp":"2026-02-01T04:02:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01666:03","content":"support history reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01666","actor":"rep_25","timestamp":"2026-02-01T04:01:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01666:04","content":"relationship scored recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01666","actor":"rep_25","timestamp":"2026-02-01T03:49:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01666:05","content":"risk tier assigned recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01666","actor":"rep_25","timestamp":"2026-02-01T04:11:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01666:06","content":"intervention recommended recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01666","actor":"rep_25","timestamp":"2026-02-01T03:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01666:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01666)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01666\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":221,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01666\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01667","actor":"rep_32","actor_name":"Liam O'Connor","company":"Beacon Energy","opened_at":"2026-03-31T10:59:00.000Z","closed_at":"2026-03-31T12:09:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($68k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01667","actor":"rep_32","timestamp":"2026-03-31T10:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01667:00","content":"Operational trigger received from salesforce for Beacon Energy ($68k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":54,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$68k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01667","actor":"rep_32","timestamp":"2026-03-31T11:10:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01667:01","content":"renewal window opened recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01667","actor":"rep_32","timestamp":"2026-03-31T11:15:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01667:02","content":"usage reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01667","actor":"rep_32","timestamp":"2026-03-31T11:14:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01667:03","content":"support history reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01667","actor":"rep_32","timestamp":"2026-03-31T11:35:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01667:04","content":"relationship scored recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01667","actor":"rep_32","timestamp":"2026-03-31T11:29:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01667:05","content":"risk tier assigned recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01667","actor":"rep_32","timestamp":"2026-03-31T11:47:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01667:06","content":"intervention recommended recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01667","actor":"rep_32","timestamp":"2026-03-31T12:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01667:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01667)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01667\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":272,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01667\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01668","actor":"rep_11","actor_name":"David Kim","company":"Aura Therapeutics","opened_at":"2026-02-17T17:37:00.000Z","closed_at":"2026-02-17T18:40:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($182k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01668","actor":"rep_11","timestamp":"2026-02-17T17:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01668:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($182k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":143,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$182k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01668","actor":"rep_11","timestamp":"2026-02-17T17:45:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01668:01","content":"renewal window opened recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01668","actor":"rep_11","timestamp":"2026-02-17T17:43:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01668:02","content":"usage reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01668","actor":"rep_11","timestamp":"2026-02-17T18:07:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01668:03","content":"support history reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01668","actor":"rep_11","timestamp":"2026-02-17T18:13:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01668:04","content":"relationship scored recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01668","actor":"rep_11","timestamp":"2026-02-17T18:17:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01668:05","content":"risk tier assigned recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":90,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01668","actor":"rep_11","timestamp":"2026-02-17T18:19:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01668:06","content":"intervention recommended recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01668","actor":"rep_11","timestamp":"2026-02-17T18:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01668:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01668)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01668\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":196,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01668\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01669","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-01-16T18:33:00.000Z","closed_at":"2026-01-16T19:29:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($451k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01669","actor":"rep_14","timestamp":"2026-01-16T18:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01669:00","content":"Operational trigger received from salesforce for Beacon Energy ($451k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":277,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$451k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01669","actor":"rep_14","timestamp":"2026-01-16T18:36:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01669:01","content":"renewal window opened recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01669","actor":"rep_14","timestamp":"2026-01-16T18:47:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01669:02","content":"usage reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01669","actor":"rep_14","timestamp":"2026-01-16T18:57:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01669:03","content":"support history reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01669","actor":"rep_14","timestamp":"2026-01-16T19:01:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01669:04","content":"relationship scored recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01669","actor":"rep_14","timestamp":"2026-01-16T19:08:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01669:05","content":"risk tier assigned recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01669","actor":"rep_14","timestamp":"2026-01-16T19:33:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01669:06","content":"intervention recommended recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01669","actor":"rep_14","timestamp":"2026-01-16T19:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01669:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01669)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01669\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":68,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01669\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01670","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-01-02T10:49:00.000Z","closed_at":"2026-01-02T11:17:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($331k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01670","actor":"rep_32","timestamp":"2026-01-02T10:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01670:00","content":"Operational trigger received from salesforce for Acme Health Systems ($331k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$331k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01670","actor":"rep_32","timestamp":"2026-01-02T10:59:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01670:01","content":"renewal window opened recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01670","actor":"rep_32","timestamp":"2026-01-02T11:07:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01670:02","content":"usage reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01670","actor":"rep_32","timestamp":"2026-01-02T11:16:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01670:03","content":"support history reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01670","actor":"rep_32","timestamp":"2026-01-02T11:01:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01670:04","content":"relationship scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01670","actor":"rep_32","timestamp":"2026-01-02T11:04:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01670:05","content":"risk tier assigned recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01670","actor":"rep_32","timestamp":"2026-01-02T11:19:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01670:06","content":"intervention recommended recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01670","actor":"rep_32","timestamp":"2026-01-02T11:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01670:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01670)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01670\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01670\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01671","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-03-29T00:10:00.000Z","closed_at":"2026-03-29T00:59:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($110k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01671","actor":"rep_31","timestamp":"2026-03-29T00:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01671:00","content":"Operational trigger received from salesforce for Vertex Cyber ($110k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":223,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$110k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01671","actor":"rep_31","timestamp":"2026-03-29T00:19:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01671:01","content":"renewal window opened recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01671","actor":"rep_31","timestamp":"2026-03-29T00:28:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01671:02","content":"usage reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01671","actor":"rep_31","timestamp":"2026-03-29T00:22:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01671:03","content":"support history reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01671","actor":"rep_31","timestamp":"2026-03-29T00:26:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01671:04","content":"relationship scored recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01671","actor":"rep_31","timestamp":"2026-03-29T00:55:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01671:05","content":"risk tier assigned recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01671","actor":"rep_31","timestamp":"2026-03-29T00:58:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01671:06","content":"intervention recommended recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01671","actor":"rep_31","timestamp":"2026-03-29T00:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01671:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01671)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01671\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":253,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01671\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01672","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-01-22T08:20:00.000Z","closed_at":"2026-01-22T09:23:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($58k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01672","actor":"rep_09","timestamp":"2026-01-22T08:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01672:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($58k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":258,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$58k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01672","actor":"rep_09","timestamp":"2026-01-22T08:26:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01672:01","content":"renewal window opened recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01672","actor":"rep_09","timestamp":"2026-01-22T08:34:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01672:02","content":"usage reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01672","actor":"rep_09","timestamp":"2026-01-22T08:41:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01672:03","content":"support history reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01672","actor":"rep_09","timestamp":"2026-01-22T08:56:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01672:04","content":"relationship scored recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01672","actor":"rep_09","timestamp":"2026-01-22T09:15:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01672:05","content":"risk tier assigned recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01672","actor":"rep_09","timestamp":"2026-01-22T08:38:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01672:06","content":"intervention recommended recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01672","actor":"rep_09","timestamp":"2026-01-22T09:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01672:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01672)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01672\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":66,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01672\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01673","actor":"rep_11","actor_name":"David Kim","company":"Stripe Technologies","opened_at":"2026-03-01T20:50:00.000Z","closed_at":"2026-03-01T21:46:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($111k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01673","actor":"rep_11","timestamp":"2026-03-01T20:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01673:00","content":"Operational trigger received from salesforce for Stripe Technologies ($111k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$111k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01673","actor":"rep_11","timestamp":"2026-03-01T20:53:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01673:01","content":"renewal window opened recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01673","actor":"rep_11","timestamp":"2026-03-01T21:12:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01673:02","content":"usage reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01673","actor":"rep_11","timestamp":"2026-03-01T20:59:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01673:03","content":"support history reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01673","actor":"rep_11","timestamp":"2026-03-01T21:34:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01673:04","content":"relationship scored recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01673","actor":"rep_11","timestamp":"2026-03-01T21:20:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01673:05","content":"risk tier assigned recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01673","actor":"rep_11","timestamp":"2026-03-01T21:20:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01673:06","content":"intervention recommended recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01673","actor":"rep_11","timestamp":"2026-03-01T21:46:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01673:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01673)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01673\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01673\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01674","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-03-17T14:07:00.000Z","closed_at":"2026-03-17T15:17:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($232k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01674","actor":"rep_19","timestamp":"2026-03-17T14:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01674:00","content":"Operational trigger received from salesforce for Beacon Energy ($232k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$232k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01674","actor":"rep_19","timestamp":"2026-03-17T14:10:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01674:01","content":"renewal window opened recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01674","actor":"rep_19","timestamp":"2026-03-17T14:27:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01674:02","content":"usage reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01674","actor":"rep_19","timestamp":"2026-03-17T14:37:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01674:03","content":"support history reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01674","actor":"rep_19","timestamp":"2026-03-17T14:27:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01674:04","content":"relationship scored recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01674","actor":"rep_19","timestamp":"2026-03-17T14:57:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01674:05","content":"risk tier assigned recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01674","actor":"rep_19","timestamp":"2026-03-17T14:25:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01674:06","content":"intervention recommended recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01674","actor":"rep_19","timestamp":"2026-03-17T15:17:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01674:07","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01674)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01674\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":108,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01674\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01675","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-03-26T23:10:00.000Z","closed_at":"2026-03-26T23:31:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($297k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01675","actor":"rep_25","timestamp":"2026-03-26T23:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01675:00","content":"Operational trigger received from salesforce for Catalyst Software ($297k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$297k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01675","actor":"rep_25","timestamp":"2026-03-26T23:20:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01675:01","content":"renewal window opened recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01675","actor":"rep_25","timestamp":"2026-03-26T23:32:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01675:02","content":"usage reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01675","actor":"rep_25","timestamp":"2026-03-26T23:25:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01675:03","content":"support history reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01675","actor":"rep_25","timestamp":"2026-03-26T23:42:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01675:04","content":"relationship scored recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01675","actor":"rep_25","timestamp":"2026-03-26T23:25:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01675:05","content":"risk tier assigned recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01675","actor":"rep_25","timestamp":"2026-03-26T23:52:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01675:06","content":"intervention recommended recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01675","actor":"rep_25","timestamp":"2026-03-26T23:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01675:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01675)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01675\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":229,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01675\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01676","actor":"rep_09","actor_name":"Elena Rostova","company":"Meridian Logistics","opened_at":"2026-01-15T13:28:00.000Z","closed_at":"2026-01-15T14:03:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($442k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01676","actor":"rep_09","timestamp":"2026-01-15T13:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01676:00","content":"Operational trigger received from salesforce for Meridian Logistics ($442k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$442k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01676","actor":"rep_09","timestamp":"2026-01-15T13:33:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01676:01","content":"renewal window opened recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01676","actor":"rep_09","timestamp":"2026-01-15T13:50:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01676:02","content":"usage reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01676","actor":"rep_09","timestamp":"2026-01-15T13:43:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01676:03","content":"support history reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01676","actor":"rep_09","timestamp":"2026-01-15T14:04:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01676:04","content":"relationship scored recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01676","actor":"rep_09","timestamp":"2026-01-15T14:23:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01676:05","content":"risk tier assigned recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01676","actor":"rep_09","timestamp":"2026-01-15T13:58:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01676:06","content":"intervention recommended recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01676","actor":"rep_09","timestamp":"2026-01-15T14:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01676:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01676)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01676\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":275,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01676\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01677","actor":"rep_01","actor_name":"Sarah Chen","company":"Sentinel Networks","opened_at":"2026-02-03T06:12:00.000Z","closed_at":"2026-02-03T07:15:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($411k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01677","actor":"rep_01","timestamp":"2026-02-03T06:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01677:00","content":"Operational trigger received from salesforce for Sentinel Networks ($411k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":255,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$411k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01677","actor":"rep_01","timestamp":"2026-02-03T06:16:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01677:01","content":"renewal window opened recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01677","actor":"rep_01","timestamp":"2026-02-03T06:26:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01677:02","content":"usage reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01677","actor":"rep_01","timestamp":"2026-02-03T06:24:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01677:03","content":"support history reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01677","actor":"rep_01","timestamp":"2026-02-03T06:24:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01677:04","content":"relationship scored recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01677","actor":"rep_01","timestamp":"2026-02-03T06:47:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01677:05","content":"risk tier assigned recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01677","actor":"rep_01","timestamp":"2026-02-03T06:48:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01677:06","content":"intervention recommended recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01677","actor":"rep_01","timestamp":"2026-02-03T07:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01677:07","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01677)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01677\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":153,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01677\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01678","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-03-11T15:02:00.000Z","closed_at":"2026-03-11T15:51:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($283k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01678","actor":"rep_06","timestamp":"2026-03-11T15:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01678:00","content":"Operational trigger received from salesforce for Acme Health Systems ($283k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":113,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$283k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01678","actor":"rep_06","timestamp":"2026-03-11T15:05:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01678:01","content":"renewal window opened recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01678","actor":"rep_06","timestamp":"2026-03-11T15:18:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01678:02","content":"usage reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01678","actor":"rep_06","timestamp":"2026-03-11T15:35:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01678:03","content":"support history reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01678","actor":"rep_06","timestamp":"2026-03-11T15:26:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01678:04","content":"relationship scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01678","actor":"rep_06","timestamp":"2026-03-11T15:57:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01678:05","content":"risk tier assigned recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01678","actor":"rep_06","timestamp":"2026-03-11T15:26:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01678:06","content":"intervention recommended recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01678","actor":"rep_06","timestamp":"2026-03-11T15:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01678:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01678)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01678\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":46,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01678\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01679","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-03-25T06:29:00.000Z","closed_at":"2026-03-25T07:39:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($263k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01679","actor":"rep_32","timestamp":"2026-03-25T06:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01679:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($263k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":254,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$263k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01679","actor":"rep_32","timestamp":"2026-03-25T06:33:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01679:01","content":"renewal window opened recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01679","actor":"rep_32","timestamp":"2026-03-25T06:47:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01679:02","content":"usage reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01679","actor":"rep_32","timestamp":"2026-03-25T06:53:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01679:03","content":"support history reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01679","actor":"rep_32","timestamp":"2026-03-25T07:05:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01679:04","content":"relationship scored recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01679","actor":"rep_32","timestamp":"2026-03-25T07:14:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01679:05","content":"risk tier assigned recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01679","actor":"rep_32","timestamp":"2026-03-25T07:05:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01679:06","content":"intervention recommended recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01679","actor":"rep_32","timestamp":"2026-03-25T07:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01679:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01679)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01679\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01679\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01680","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-02-28T03:42:00.000Z","closed_at":"2026-02-28T04:52:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($381k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01680","actor":"rep_06","timestamp":"2026-02-28T03:42:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01680:00","content":"Operational trigger received from salesforce for Meridian Logistics ($381k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":143,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$381k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01680","actor":"rep_06","timestamp":"2026-02-28T03:53:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01680:01","content":"renewal window opened recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01680","actor":"rep_06","timestamp":"2026-02-28T03:50:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01680:02","content":"usage reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01680","actor":"rep_06","timestamp":"2026-02-28T03:57:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01680:03","content":"support history reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01680","actor":"rep_06","timestamp":"2026-02-28T04:14:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01680:04","content":"relationship scored recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01680","actor":"rep_06","timestamp":"2026-02-28T04:17:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01680:05","content":"risk tier assigned recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01680","actor":"rep_06","timestamp":"2026-02-28T04:30:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01680:06","content":"intervention recommended recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01680","actor":"rep_06","timestamp":"2026-02-28T04:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01680:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01680)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01680\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":123,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01680\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01681","actor":"rep_31","actor_name":"Aisha Taylor","company":"FinTech Global","opened_at":"2026-03-21T11:45:00.000Z","closed_at":"2026-03-21T12:27:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($436k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01681","actor":"rep_31","timestamp":"2026-03-21T11:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01681:00","content":"Operational trigger received from salesforce for FinTech Global ($436k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":97,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$436k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01681","actor":"rep_31","timestamp":"2026-03-21T11:51:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01681:01","content":"renewal window opened recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"FinTech Global\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01681","actor":"rep_31","timestamp":"2026-03-21T11:51:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01681:02","content":"usage reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01681","actor":"rep_31","timestamp":"2026-03-21T12:12:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01681:03","content":"support history reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01681","actor":"rep_31","timestamp":"2026-03-21T11:57:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01681:04","content":"relationship scored recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"FinTech Global\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01681","actor":"rep_31","timestamp":"2026-03-21T12:00:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01681:05","content":"risk tier assigned recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"FinTech Global\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01681","actor":"rep_31","timestamp":"2026-03-21T12:27:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01681:06","content":"intervention recommended recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"FinTech Global\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01681","actor":"rep_31","timestamp":"2026-03-21T12:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01681:07","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01681)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01681\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01681\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01682","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-02-11T12:04:00.000Z","closed_at":"2026-02-11T13:07:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($394k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01682","actor":"rep_37","timestamp":"2026-02-11T12:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01682:00","content":"Operational trigger received from salesforce for Vertex Cyber ($394k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$394k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01682","actor":"rep_37","timestamp":"2026-02-11T12:14:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01682:01","content":"renewal window opened recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01682","actor":"rep_37","timestamp":"2026-02-11T12:22:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01682:02","content":"usage reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01682","actor":"rep_37","timestamp":"2026-02-11T12:13:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01682:03","content":"support history reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01682","actor":"rep_37","timestamp":"2026-02-11T12:44:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01682:04","content":"relationship scored recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01682","actor":"rep_37","timestamp":"2026-02-11T12:49:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01682:05","content":"risk tier assigned recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01682","actor":"rep_37","timestamp":"2026-02-11T12:52:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01682:06","content":"intervention recommended recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01682","actor":"rep_37","timestamp":"2026-02-11T13:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01682:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01682)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01682\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":192,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01682\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01683","actor":"rep_09","actor_name":"Elena Rostova","company":"Meridian Logistics","opened_at":"2026-03-13T19:59:00.000Z","closed_at":"2026-03-13T20:27:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($415k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01683","actor":"rep_09","timestamp":"2026-03-13T19:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01683:00","content":"Operational trigger received from salesforce for Meridian Logistics ($415k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":244,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$415k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01683","actor":"rep_09","timestamp":"2026-03-13T20:05:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01683:01","content":"renewal window opened recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01683","actor":"rep_09","timestamp":"2026-03-13T20:19:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01683:02","content":"usage reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01683","actor":"rep_09","timestamp":"2026-03-13T20:32:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01683:03","content":"support history reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01683","actor":"rep_09","timestamp":"2026-03-13T20:15:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01683:04","content":"relationship scored recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01683","actor":"rep_09","timestamp":"2026-03-13T20:14:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01683:05","content":"risk tier assigned recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01683","actor":"rep_09","timestamp":"2026-03-13T20:35:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01683:06","content":"intervention recommended recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01683","actor":"rep_09","timestamp":"2026-03-13T20:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01683:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01683)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01683\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":96,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01683\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01684","actor":"rep_19","actor_name":"James Wilson","company":"Nexus AI","opened_at":"2026-01-29T18:24:00.000Z","closed_at":"2026-01-29T19:06:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($199k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01684","actor":"rep_19","timestamp":"2026-01-29T18:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01684:00","content":"Operational trigger received from salesforce for Nexus AI ($199k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":101,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$199k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01684","actor":"rep_19","timestamp":"2026-01-29T18:30:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01684:01","content":"renewal window opened recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Nexus AI\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01684","actor":"rep_19","timestamp":"2026-01-29T18:42:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01684:02","content":"usage reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01684","actor":"rep_19","timestamp":"2026-01-29T18:36:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01684:03","content":"support history reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01684","actor":"rep_19","timestamp":"2026-01-29T19:00:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01684:04","content":"relationship scored recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Nexus AI\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01684","actor":"rep_19","timestamp":"2026-01-29T18:59:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01684:05","content":"risk tier assigned recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Nexus AI\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01684","actor":"rep_19","timestamp":"2026-01-29T18:48:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01684:06","content":"intervention recommended recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Nexus AI\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01684","actor":"rep_19","timestamp":"2026-01-29T19:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01684:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01684)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01684\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":233,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01684\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01685","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-01-07T16:14:00.000Z","closed_at":"2026-01-07T17:03:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($431k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01685","actor":"rep_11","timestamp":"2026-01-07T16:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01685:00","content":"Operational trigger received from salesforce for NovaBio Labs ($431k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":70,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$431k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01685","actor":"rep_11","timestamp":"2026-01-07T16:20:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01685:01","content":"renewal window opened recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01685","actor":"rep_11","timestamp":"2026-01-07T16:32:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01685:02","content":"usage reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01685","actor":"rep_11","timestamp":"2026-01-07T16:29:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01685:03","content":"support history reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01685","actor":"rep_11","timestamp":"2026-01-07T16:42:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01685:04","content":"relationship scored recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01685","actor":"rep_11","timestamp":"2026-01-07T17:04:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01685:05","content":"risk tier assigned recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01685","actor":"rep_11","timestamp":"2026-01-07T16:38:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01685:06","content":"intervention recommended recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01685","actor":"rep_11","timestamp":"2026-01-07T17:03:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01685:07","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01685)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01685\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":277,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01685\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01686","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-02-02T23:28:00.000Z","closed_at":"2026-02-03T00:10:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($330k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01686","actor":"rep_32","timestamp":"2026-02-02T23:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01686:00","content":"Operational trigger received from salesforce for Stripe Technologies ($330k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":177,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$330k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01686","actor":"rep_32","timestamp":"2026-02-02T23:33:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01686:01","content":"renewal window opened recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01686","actor":"rep_32","timestamp":"2026-02-02T23:34:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01686:02","content":"usage reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01686","actor":"rep_32","timestamp":"2026-02-02T23:40:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01686:03","content":"support history reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01686","actor":"rep_32","timestamp":"2026-02-02T23:40:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01686:04","content":"relationship scored recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01686","actor":"rep_32","timestamp":"2026-02-03T00:13:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01686:05","content":"risk tier assigned recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01686","actor":"rep_32","timestamp":"2026-02-03T00:28:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01686:06","content":"intervention recommended recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01686","actor":"rep_32","timestamp":"2026-02-03T00:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01686:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01686)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01686\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":203,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01686\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01687","actor":"rep_32","actor_name":"Liam O'Connor","company":"CloudScale Data","opened_at":"2026-01-21T01:56:00.000Z","closed_at":"2026-01-21T03:06:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($416k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01687","actor":"rep_32","timestamp":"2026-01-21T01:56:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01687:00","content":"Operational trigger received from salesforce for CloudScale Data ($416k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":148,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$416k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01687","actor":"rep_32","timestamp":"2026-01-21T02:03:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01687:01","content":"renewal window opened recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01687","actor":"rep_32","timestamp":"2026-01-21T02:14:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01687:02","content":"usage reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01687","actor":"rep_32","timestamp":"2026-01-21T02:20:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01687:03","content":"support history reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01687","actor":"rep_32","timestamp":"2026-01-21T02:32:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01687:04","content":"relationship scored recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01687","actor":"rep_32","timestamp":"2026-01-21T02:36:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01687:05","content":"risk tier assigned recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01687","actor":"rep_32","timestamp":"2026-01-21T02:56:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01687:06","content":"intervention recommended recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01687","actor":"rep_32","timestamp":"2026-01-21T03:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01687:07","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01687)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01687\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01687\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01688","actor":"rep_14","actor_name":"Rachel Adams","company":"Meridian Logistics","opened_at":"2026-02-11T04:46:00.000Z","closed_at":"2026-02-11T05:14:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($318k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01688","actor":"rep_14","timestamp":"2026-02-11T04:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01688:00","content":"Operational trigger received from salesforce for Meridian Logistics ($318k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":250,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$318k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01688","actor":"rep_14","timestamp":"2026-02-11T04:56:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01688:01","content":"renewal window opened recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01688","actor":"rep_14","timestamp":"2026-02-11T04:52:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01688:02","content":"usage reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01688","actor":"rep_14","timestamp":"2026-02-11T05:16:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01688:03","content":"support history reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01688","actor":"rep_14","timestamp":"2026-02-11T05:22:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01688:04","content":"relationship scored recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01688","actor":"rep_14","timestamp":"2026-02-11T05:31:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01688:05","content":"risk tier assigned recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01688","actor":"rep_14","timestamp":"2026-02-11T05:52:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01688:06","content":"intervention recommended recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01688","actor":"rep_14","timestamp":"2026-02-11T05:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01688:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01688)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01688\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":45,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01688\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01689","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-02-19T05:06:00.000Z","closed_at":"2026-02-19T05:27:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($430k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01689","actor":"rep_25","timestamp":"2026-02-19T05:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01689:00","content":"Operational trigger received from salesforce for Stripe Technologies ($430k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":77,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$430k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01689","actor":"rep_25","timestamp":"2026-02-19T05:11:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01689:01","content":"renewal window opened recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01689","actor":"rep_25","timestamp":"2026-02-19T05:26:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01689:02","content":"usage reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01689","actor":"rep_25","timestamp":"2026-02-19T05:21:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01689:03","content":"support history reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01689","actor":"rep_25","timestamp":"2026-02-19T05:22:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01689:04","content":"relationship scored recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01689","actor":"rep_25","timestamp":"2026-02-19T05:21:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01689:05","content":"risk tier assigned recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01689","actor":"rep_25","timestamp":"2026-02-19T05:30:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01689:06","content":"intervention recommended recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01689","actor":"rep_25","timestamp":"2026-02-19T05:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01689:07","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01689)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01689\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":201,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01689\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01690","actor":"rep_01","actor_name":"Sarah Chen","company":"Meridian Logistics","opened_at":"2026-01-02T17:20:00.000Z","closed_at":"2026-01-02T17:55:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($112k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01690","actor":"rep_01","timestamp":"2026-01-02T17:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01690:00","content":"Operational trigger received from salesforce for Meridian Logistics ($112k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":70,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$112k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01690","actor":"rep_01","timestamp":"2026-01-02T17:27:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01690:01","content":"renewal window opened recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01690","actor":"rep_01","timestamp":"2026-01-02T17:26:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01690:02","content":"usage reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01690","actor":"rep_01","timestamp":"2026-01-02T17:41:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01690:03","content":"support history reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01690","actor":"rep_01","timestamp":"2026-01-02T17:48:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01690:04","content":"relationship scored recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01690","actor":"rep_01","timestamp":"2026-01-02T18:05:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01690:05","content":"risk tier assigned recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01690","actor":"rep_01","timestamp":"2026-01-02T18:26:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01690:06","content":"intervention recommended recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01690","actor":"rep_01","timestamp":"2026-01-02T17:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01690:07","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01690)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01690\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":225,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01690\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01691","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-02-03T02:05:00.000Z","closed_at":"2026-02-03T03:08:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($333k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01691","actor":"rep_01","timestamp":"2026-02-03T02:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01691:00","content":"Operational trigger received from salesforce for Catalyst Software ($333k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":279,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$333k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01691","actor":"rep_01","timestamp":"2026-02-03T02:14:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01691:01","content":"renewal window opened recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01691","actor":"rep_01","timestamp":"2026-02-03T02:25:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01691:02","content":"usage reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01691","actor":"rep_01","timestamp":"2026-02-03T02:38:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01691:03","content":"support history reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01691","actor":"rep_01","timestamp":"2026-02-03T02:45:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01691:04","content":"relationship scored recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01691","actor":"rep_01","timestamp":"2026-02-03T02:55:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01691:05","content":"risk tier assigned recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01691","actor":"rep_01","timestamp":"2026-02-03T03:05:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01691:06","content":"intervention recommended recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01691","actor":"rep_01","timestamp":"2026-02-03T03:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01691:07","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01691)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01691\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":151,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01691\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01692","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-01-26T13:06:00.000Z","closed_at":"2026-01-26T14:16:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($150k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01692","actor":"rep_11","timestamp":"2026-01-26T13:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01692:00","content":"Operational trigger received from salesforce for Vanguard Financial ($150k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$150k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01692","actor":"rep_11","timestamp":"2026-01-26T13:12:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01692:01","content":"renewal window opened recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01692","actor":"rep_11","timestamp":"2026-01-26T13:16:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01692:02","content":"usage reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01692","actor":"rep_11","timestamp":"2026-01-26T13:27:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01692:03","content":"support history reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01692","actor":"rep_11","timestamp":"2026-01-26T13:42:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01692:04","content":"relationship scored recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01692","actor":"rep_11","timestamp":"2026-01-26T13:26:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01692:05","content":"risk tier assigned recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01692","actor":"rep_11","timestamp":"2026-01-26T14:12:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01692:06","content":"intervention recommended recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01692","actor":"rep_11","timestamp":"2026-01-26T14:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01692:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01692)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01692\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01692\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01693","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-03-26T16:51:00.000Z","closed_at":"2026-03-26T17:47:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($312k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01693","actor":"rep_32","timestamp":"2026-03-26T16:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01693:00","content":"Operational trigger received from salesforce for Vanguard Financial ($312k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":224,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$312k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01693","actor":"rep_32","timestamp":"2026-03-26T17:01:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01693:01","content":"renewal window opened recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01693","actor":"rep_32","timestamp":"2026-03-26T17:13:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01693:02","content":"usage reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01693","actor":"rep_32","timestamp":"2026-03-26T17:18:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01693:03","content":"support history reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01693","actor":"rep_32","timestamp":"2026-03-26T17:03:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01693:04","content":"relationship scored recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01693","actor":"rep_32","timestamp":"2026-03-26T17:46:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01693:05","content":"risk tier assigned recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01693","actor":"rep_32","timestamp":"2026-03-26T17:09:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01693:06","content":"intervention recommended recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01693","actor":"rep_32","timestamp":"2026-03-26T17:47:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01693:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01693)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01693\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":228,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01693\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01694","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-01-11T19:58:00.000Z","closed_at":"2026-01-11T21:01:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($80k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01694","actor":"rep_32","timestamp":"2026-01-11T19:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01694:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($80k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$80k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01694","actor":"rep_32","timestamp":"2026-01-11T20:05:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01694:01","content":"renewal window opened recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01694","actor":"rep_32","timestamp":"2026-01-11T20:04:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01694:02","content":"usage reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01694","actor":"rep_32","timestamp":"2026-01-11T20:19:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01694:03","content":"support history reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01694","actor":"rep_32","timestamp":"2026-01-11T20:42:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01694:04","content":"relationship scored recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01694","actor":"rep_32","timestamp":"2026-01-11T20:18:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01694:05","content":"risk tier assigned recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01694","actor":"rep_32","timestamp":"2026-01-11T21:04:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01694:06","content":"intervention recommended recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01694","actor":"rep_32","timestamp":"2026-01-11T21:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01694:07","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01694)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01694\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01694\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01695","actor":"rep_14","actor_name":"Rachel Adams","company":"Acme Health Systems","opened_at":"2026-02-20T09:58:00.000Z","closed_at":"2026-02-20T10:54:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($456k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01695","actor":"rep_14","timestamp":"2026-02-20T09:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01695:00","content":"Operational trigger received from salesforce for Acme Health Systems ($456k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$456k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01695","actor":"rep_14","timestamp":"2026-02-20T10:06:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01695:01","content":"renewal window opened recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01695","actor":"rep_14","timestamp":"2026-02-20T10:10:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01695:02","content":"usage reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01695","actor":"rep_14","timestamp":"2026-02-20T10:19:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01695:03","content":"support history reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01695","actor":"rep_14","timestamp":"2026-02-20T10:26:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01695:04","content":"relationship scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01695","actor":"rep_14","timestamp":"2026-02-20T10:53:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01695:05","content":"risk tier assigned recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01695","actor":"rep_14","timestamp":"2026-02-20T10:58:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01695:06","content":"intervention recommended recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01695","actor":"rep_14","timestamp":"2026-02-20T10:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01695:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01695)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01695\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":119,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01695\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01696","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-02-10T07:51:00.000Z","closed_at":"2026-02-10T08:54:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"data_defect_rework","realism_badge":"DATA DEFECT (Rework / Escalation)","nuance_diagnosis":{"feasibility":"Fails Blind Automation (Needs Human Prompt)","failure_risk":"Transcript omitted explicit owner commitment or follow-up date; blind automation would write blank or null fields.","technical_gotcha":"Missing telemetry fields require automated clarification prompt to meeting host rather than silent fallback.","recommended_guardrail":"Validation circuit-breaker: halt automated write and dispatch Slack clarification prompt to rep."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($389k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"reworked_or_escalated"},"outcome":{"success":false,"score":0},"events":[{"episode_id":"crm_01696","actor":"rep_01","timestamp":"2026-02-10T07:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01696:00","content":"Operational trigger received from salesforce for Vertex Cyber ($389k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$389k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01696","actor":"rep_01","timestamp":"2026-02-10T08:00:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01696:01","content":"renewal window opened recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01696","actor":"rep_01","timestamp":"2026-02-10T08:01:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01696:02","content":"usage reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01696","actor":"rep_01","timestamp":"2026-02-10T08:06:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01696:03","content":"support history reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01696","actor":"rep_01","timestamp":"2026-02-10T08:07:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01696:04","content":"relationship scored recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01696","actor":"rep_01","timestamp":"2026-02-10T08:06:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01696:05","content":"risk tier assigned recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01696","actor":"rep_01","timestamp":"2026-02-10T08:39:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01696:06","content":"intervention recommended recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01696","actor":"rep_01","timestamp":"2026-02-10T08:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01696:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01696)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01696\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":190,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01696\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01697","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-02-14T23:54:00.000Z","closed_at":"2026-02-15T00:57:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($335k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01697","actor":"rep_19","timestamp":"2026-02-14T23:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01697:00","content":"Operational trigger received from salesforce for Apex Retail Group ($335k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$335k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01697","actor":"rep_19","timestamp":"2026-02-15T00:04:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01697:01","content":"renewal window opened recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01697","actor":"rep_19","timestamp":"2026-02-15T00:04:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01697:02","content":"usage reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01697","actor":"rep_19","timestamp":"2026-02-15T00:21:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01697:03","content":"support history reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01697","actor":"rep_19","timestamp":"2026-02-15T00:18:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01697:04","content":"relationship scored recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01697","actor":"rep_19","timestamp":"2026-02-15T00:49:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01697:05","content":"risk tier assigned recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01697","actor":"rep_19","timestamp":"2026-02-15T00:36:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01697:06","content":"intervention recommended recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01697","actor":"rep_19","timestamp":"2026-02-15T00:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01697:07","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01697)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01697\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01697\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01698","actor":"rep_37","actor_name":"Sophia Zhang","company":"Pinnacle Media","opened_at":"2026-01-15T22:55:00.000Z","closed_at":"2026-01-15T23:23:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($267k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01698","actor":"rep_37","timestamp":"2026-01-15T22:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01698:00","content":"Operational trigger received from salesforce for Pinnacle Media ($267k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":186,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$267k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01698","actor":"rep_37","timestamp":"2026-01-15T23:03:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01698:01","content":"renewal window opened recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01698","actor":"rep_37","timestamp":"2026-01-15T23:07:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01698:02","content":"usage reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01698","actor":"rep_37","timestamp":"2026-01-15T23:25:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01698:03","content":"support history reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01698","actor":"rep_37","timestamp":"2026-01-15T23:35:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01698:04","content":"relationship scored recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01698","actor":"rep_37","timestamp":"2026-01-15T23:25:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01698:05","content":"risk tier assigned recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01698","actor":"rep_37","timestamp":"2026-01-15T23:49:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01698:06","content":"intervention recommended recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01698","actor":"rep_37","timestamp":"2026-01-15T23:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01698:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01698)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01698\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01698\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01699","actor":"rep_09","actor_name":"Elena Rostova","company":"Vertex Cyber","opened_at":"2026-03-05T11:49:00.000Z","closed_at":"2026-03-05T12:59:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($80k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01699","actor":"rep_09","timestamp":"2026-03-05T11:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01699:00","content":"Operational trigger received from salesforce for Vertex Cyber ($80k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":212,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$80k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01699","actor":"rep_09","timestamp":"2026-03-05T11:54:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01699:01","content":"renewal window opened recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01699","actor":"rep_09","timestamp":"2026-03-05T12:11:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01699:02","content":"usage reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":251,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01699","actor":"rep_09","timestamp":"2026-03-05T12:13:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01699:03","content":"support history reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01699","actor":"rep_09","timestamp":"2026-03-05T12:13:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01699:04","content":"relationship scored recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01699","actor":"rep_09","timestamp":"2026-03-05T12:24:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01699:05","content":"risk tier assigned recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01699","actor":"rep_09","timestamp":"2026-03-05T12:55:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01699:06","content":"intervention recommended recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01699","actor":"rep_09","timestamp":"2026-03-05T12:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01699:07","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01699)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01699\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":130,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01699\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01700","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-03-17T04:31:00.000Z","closed_at":"2026-03-17T04:59:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($383k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01700","actor":"rep_01","timestamp":"2026-03-17T04:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01700:00","content":"Operational trigger received from salesforce for Vanguard Financial ($383k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":89,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$383k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01700","actor":"rep_01","timestamp":"2026-03-17T04:34:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01700:01","content":"renewal window opened recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01700","actor":"rep_01","timestamp":"2026-03-17T04:43:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01700:02","content":"usage reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01700","actor":"rep_01","timestamp":"2026-03-17T04:58:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01700:03","content":"support history reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01700","actor":"rep_01","timestamp":"2026-03-17T04:51:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01700:04","content":"relationship scored recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01700","actor":"rep_01","timestamp":"2026-03-17T05:11:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01700:05","content":"risk tier assigned recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01700","actor":"rep_01","timestamp":"2026-03-17T05:25:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01700:06","content":"intervention recommended recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01700","actor":"rep_01","timestamp":"2026-03-17T04:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01700:07","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01700)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01700\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":197,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01700\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01701","actor":"rep_09","actor_name":"Elena Rostova","company":"Nexus AI","opened_at":"2026-01-15T04:31:00.000Z","closed_at":"2026-01-15T05:48:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($122k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01701","actor":"rep_09","timestamp":"2026-01-15T04:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01701:00","content":"Operational trigger received from salesforce for Nexus AI ($122k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":243,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$122k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01701","actor":"rep_09","timestamp":"2026-01-15T04:36:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01701:01","content":"renewal window opened recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Nexus AI\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01701","actor":"rep_09","timestamp":"2026-01-15T04:39:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01701:02","content":"usage reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01701","actor":"rep_09","timestamp":"2026-01-15T04:46:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01701:03","content":"support history reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01701","actor":"rep_09","timestamp":"2026-01-15T05:03:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01701:04","content":"relationship scored recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Nexus AI\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01701","actor":"rep_09","timestamp":"2026-01-15T04:56:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01701:05","content":"risk tier assigned recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Nexus AI\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01701","actor":"rep_09","timestamp":"2026-01-15T05:25:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01701:06","content":"intervention recommended recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Nexus AI\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01701","actor":"rep_09","timestamp":"2026-01-15T05:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01701:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01701)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01701\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":222,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01701\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01702","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-02-18T14:21:00.000Z","closed_at":"2026-02-18T15:31:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($233k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01702","actor":"rep_06","timestamp":"2026-02-18T14:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01702:00","content":"Operational trigger received from salesforce for Acme Health Systems ($233k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":238,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$233k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01702","actor":"rep_06","timestamp":"2026-02-18T14:31:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01702:01","content":"renewal window opened recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01702","actor":"rep_06","timestamp":"2026-02-18T14:35:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01702:02","content":"usage reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01702","actor":"rep_06","timestamp":"2026-02-18T14:33:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01702:03","content":"support history reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01702","actor":"rep_06","timestamp":"2026-02-18T14:53:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01702:04","content":"relationship scored recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":46,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01702","actor":"rep_06","timestamp":"2026-02-18T15:11:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01702:05","content":"risk tier assigned recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01702","actor":"rep_06","timestamp":"2026-02-18T14:51:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01702:06","content":"intervention recommended recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01702","actor":"rep_06","timestamp":"2026-02-18T15:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01702:07","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01702)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01702\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":136,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01702\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01703","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-01-29T13:01:00.000Z","closed_at":"2026-01-29T13:36:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($359k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01703","actor":"rep_25","timestamp":"2026-01-29T13:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01703:00","content":"Operational trigger received from salesforce for Pinnacle Media ($359k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":255,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$359k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01703","actor":"rep_25","timestamp":"2026-01-29T13:08:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01703:01","content":"renewal window opened recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01703","actor":"rep_25","timestamp":"2026-01-29T13:19:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01703:02","content":"usage reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01703","actor":"rep_25","timestamp":"2026-01-29T13:28:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01703:03","content":"support history reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01703","actor":"rep_25","timestamp":"2026-01-29T13:37:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01703:04","content":"relationship scored recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01703","actor":"rep_25","timestamp":"2026-01-29T13:46:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01703:05","content":"risk tier assigned recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01703","actor":"rep_25","timestamp":"2026-01-29T14:01:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01703:06","content":"intervention recommended recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01703","actor":"rep_25","timestamp":"2026-01-29T13:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01703:07","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01703)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01703\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":250,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01703\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01704","actor":"rep_09","actor_name":"Elena Rostova","company":"Nexus AI","opened_at":"2026-01-21T16:25:00.000Z","closed_at":"2026-01-21T17:00:00.000Z","source":"salesforce","workflow_truth":"contract_renewal_risk_review","clusterable":true,"realism_tier":"straight_through","realism_badge":"AUTOMATABLE (96% Confidence)","nuance_diagnosis":{"feasibility":"Compiled Deterministic Workflow","failure_risk":"LLMs generate pleasant summaries but omit structured follow-up dates or invent uncommitted action items without schema validation.","technical_gotcha":"Requires temporal validation: `follow_up_date >= current_date()` and mandatory next_step presence.","recommended_guardrail":"Hard schema validation: reject updates missing `next_step` or where `follow_up_date < current_date()`."},"summary":{"goal":"Assess contract renewal risk and recommend an intervention","company":"Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($330k ARR)","information_consulted":["usage_reviewed","support_history_reviewed"],"actions_taken":["renewal_window_opened","usage_reviewed","support_history_reviewed","relationship_scored","risk_tier_assigned","intervention_recommended"],"decision_points":["intervene_or_monitor"],"constraints":["cite the strongest risk signal","escalate material churn risk"],"final_output":"intervene_or_monitor","observed_outcome":"accepted_without_rework"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01704","actor":"rep_09","timestamp":"2026-01-21T16:25:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01704:00","content":"Operational trigger received from salesforce for Nexus AI ($330k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":224,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$330k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01704","actor":"rep_09","timestamp":"2026-01-21T16:32:00.000Z","source":"salesforce","event_type":"renewal_window_opened","object":"record:crm_01704:01","content":"renewal window opened recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Nexus AI\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"renewal_window_opened\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"renewal_window_opened","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"renewal_window_opened\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01704","actor":"rep_09","timestamp":"2026-01-21T16:41:00.000Z","source":"salesforce","event_type":"usage_reviewed","object":"record:crm_01704:02","content":"usage reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"usage_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"usage_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"usage_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01704","actor":"rep_09","timestamp":"2026-01-21T16:34:00.000Z","source":"salesforce","event_type":"support_history_reviewed","object":"record:crm_01704:03","content":"support history reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"support_history_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"support_history_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"support_history_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01704","actor":"rep_09","timestamp":"2026-01-21T16:57:00.000Z","source":"salesforce","event_type":"relationship_scored","object":"record:crm_01704:04","content":"relationship scored recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Nexus AI\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"relationship_scored\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"relationship_scored","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":4,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"relationship_scored\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01704","actor":"rep_09","timestamp":"2026-01-21T17:10:00.000Z","source":"salesforce","event_type":"risk_tier_assigned","object":"record:crm_01704:05","content":"risk tier assigned recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Nexus AI\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"risk_tier_assigned\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"risk_tier_assigned","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":5,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"risk_tier_assigned\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01704","actor":"rep_09","timestamp":"2026-01-21T17:13:00.000Z","source":"salesforce","event_type":"intervention_recommended","object":"record:crm_01704:06","content":"intervention recommended recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Nexus AI\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"intervention_recommended\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"intervention_recommended","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":6,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"intervention_recommended\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01704","actor":"rep_09","timestamp":"2026-01-21T17:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01704:07","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01704)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01704\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":161,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":7,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01704\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01705","actor":"rep_20","actor_name":"Maya Patel","company":"Nexus AI","opened_at":"2026-02-11T06:20:00.000Z","closed_at":"2026-02-11T06:41:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($51k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01705"],"decision_points":["ad_hoc_resolution_01705"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01705","actor":"rep_20","timestamp":"2026-02-11T06:20:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01705:00","content":"Operational trigger received from salesforce for Nexus AI ($51k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":125,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$51k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01705","actor":"rep_20","timestamp":"2026-02-11T06:27:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01705:01","content":"message reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01705","actor":"rep_20","timestamp":"2026-02-11T06:34:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01705","object":"record:crm_01705:02","content":"ad hoc resolution 01705 recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01705\", entity=\"Nexus AI\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01705\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01705","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01705\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01705","actor":"rep_20","timestamp":"2026-02-11T06:41:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01705:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01705)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01705\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":251,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01705\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01706","actor":"rep_09","actor_name":"Elena Rostova","company":"FinTech Global","opened_at":"2026-03-07T10:26:00.000Z","closed_at":"2026-03-07T10:47:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($221k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01706"],"decision_points":["ad_hoc_resolution_01706"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01706","actor":"rep_09","timestamp":"2026-03-07T10:26:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01706:00","content":"Operational trigger received from gmail for FinTech Global ($221k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":231,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$221k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01706","actor":"rep_09","timestamp":"2026-03-07T10:33:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01706:01","content":"record reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01706","actor":"rep_09","timestamp":"2026-03-07T10:40:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01706","object":"record:crm_01706:02","content":"ad hoc resolution 01706 recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01706\", entity=\"FinTech Global\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01706\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01706","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01706\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01706","actor":"rep_09","timestamp":"2026-03-07T10:47:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01706:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01706)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01706\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":222,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01706\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01707","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-02-01T05:45:00.000Z","closed_at":"2026-02-01T06:06:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($393k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01707"],"decision_points":["ad_hoc_resolution_01707"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01707","actor":"rep_25","timestamp":"2026-02-01T05:45:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01707:00","content":"Operational trigger received from hubspot for Catalyst Software ($393k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":218,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$393k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01707","actor":"rep_25","timestamp":"2026-02-01T05:52:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01707:01","content":"message reviewed recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01707","actor":"rep_25","timestamp":"2026-02-01T05:59:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01707","object":"record:crm_01707:02","content":"ad hoc resolution 01707 recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01707\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01707\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01707","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01707\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01707","actor":"rep_25","timestamp":"2026-02-01T06:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01707:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01707)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01707\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":153,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01707\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01708","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-01-03T06:18:00.000Z","closed_at":"2026-01-03T06:39:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($168k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01708"],"decision_points":["ad_hoc_resolution_01708"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01708","actor":"rep_25","timestamp":"2026-01-03T06:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01708:00","content":"Operational trigger received from hubspot for Acme Health Systems ($168k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":143,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$168k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01708","actor":"rep_25","timestamp":"2026-01-03T06:25:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01708:01","content":"message reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01708","actor":"rep_25","timestamp":"2026-01-03T06:32:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01708","object":"record:crm_01708:02","content":"ad hoc resolution 01708 recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01708\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01708\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01708","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01708\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01708","actor":"rep_25","timestamp":"2026-01-03T06:39:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01708:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01708)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01708\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":211,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01708\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01709","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-03-27T17:15:00.000Z","closed_at":"2026-03-27T17:36:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($70k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01709"],"decision_points":["ad_hoc_resolution_01709"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01709","actor":"rep_14","timestamp":"2026-03-27T17:15:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01709:00","content":"Operational trigger received from hubspot for Stripe Technologies ($70k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":98,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$70k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01709","actor":"rep_14","timestamp":"2026-03-27T17:22:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01709:01","content":"record reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01709","actor":"rep_14","timestamp":"2026-03-27T17:29:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01709","object":"record:crm_01709:02","content":"ad hoc resolution 01709 recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01709\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01709\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01709","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01709\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01709","actor":"rep_14","timestamp":"2026-03-27T17:36:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01709:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01709)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01709\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":137,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01709\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01710","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-02-04T02:06:00.000Z","closed_at":"2026-02-04T02:27:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($274k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01710"],"decision_points":["ad_hoc_resolution_01710"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01710","actor":"rep_11","timestamp":"2026-02-04T02:06:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01710:00","content":"Operational trigger received from hubspot for Vanguard Financial ($274k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$274k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01710","actor":"rep_11","timestamp":"2026-02-04T02:13:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01710:01","content":"record reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01710","actor":"rep_11","timestamp":"2026-02-04T02:20:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01710","object":"record:crm_01710:02","content":"ad hoc resolution 01710 recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01710\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01710\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01710","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01710\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01710","actor":"rep_11","timestamp":"2026-02-04T02:27:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01710:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01710)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01710\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":159,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01710\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01711","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-03-15T09:11:00.000Z","closed_at":"2026-03-15T09:32:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($338k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01711"],"decision_points":["ad_hoc_resolution_01711"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01711","actor":"rep_11","timestamp":"2026-03-15T09:11:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01711:00","content":"Operational trigger received from hubspot for FinTech Global ($338k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":88,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$338k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01711","actor":"rep_11","timestamp":"2026-03-15T09:18:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01711:01","content":"document reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01711","actor":"rep_11","timestamp":"2026-03-15T09:25:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01711","object":"record:crm_01711:02","content":"ad hoc resolution 01711 recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01711\", entity=\"FinTech Global\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01711\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01711","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01711\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01711","actor":"rep_11","timestamp":"2026-03-15T09:32:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01711:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01711)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01711\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01711\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01712","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-01-17T09:01:00.000Z","closed_at":"2026-01-17T09:22:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($328k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01712"],"decision_points":["ad_hoc_resolution_01712"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01712","actor":"rep_06","timestamp":"2026-01-17T09:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01712:00","content":"Operational trigger received from salesforce for Apex Retail Group ($328k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$328k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01712","actor":"rep_06","timestamp":"2026-01-17T09:08:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01712:01","content":"record reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01712","actor":"rep_06","timestamp":"2026-01-17T09:15:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01712","object":"record:crm_01712:02","content":"ad hoc resolution 01712 recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01712\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01712\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01712","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01712\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01712","actor":"rep_06","timestamp":"2026-01-17T09:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01712:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01712)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01712\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01712\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01713","actor":"rep_01","actor_name":"Sarah Chen","company":"Meridian Logistics","opened_at":"2026-01-24T04:25:00.000Z","closed_at":"2026-01-24T04:46:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from slack for Meridian Logistics ($435k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01713"],"decision_points":["ad_hoc_resolution_01713"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01713","actor":"rep_01","timestamp":"2026-01-24T04:25:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01713:00","content":"Operational trigger received from slack for Meridian Logistics ($435k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":211,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$435k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01713","actor":"rep_01","timestamp":"2026-01-24T04:32:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01713:01","content":"document reviewed recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01713","actor":"rep_01","timestamp":"2026-01-24T04:39:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01713","object":"record:crm_01713:02","content":"ad hoc resolution 01713 recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01713\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01713\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01713","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01713\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01713","actor":"rep_01","timestamp":"2026-01-24T04:46:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01713:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01713)","tool":"slack","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01713\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":56,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01713\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01714","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-02-24T15:07:00.000Z","closed_at":"2026-02-24T15:28:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($61k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01714"],"decision_points":["ad_hoc_resolution_01714"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01714","actor":"rep_01","timestamp":"2026-02-24T15:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01714:00","content":"Operational trigger received from salesforce for FinTech Global ($61k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":111,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$61k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01714","actor":"rep_01","timestamp":"2026-02-24T15:14:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01714:01","content":"record reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01714","actor":"rep_01","timestamp":"2026-02-24T15:21:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01714","object":"record:crm_01714:02","content":"ad hoc resolution 01714 recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01714\", entity=\"FinTech Global\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01714\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01714","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01714\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01714","actor":"rep_01","timestamp":"2026-02-24T15:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01714:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01714)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01714\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":180,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01714\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01715","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-01-25T18:51:00.000Z","closed_at":"2026-01-25T19:12:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($163k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01715"],"decision_points":["ad_hoc_resolution_01715"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01715","actor":"rep_19","timestamp":"2026-01-25T18:51:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01715:00","content":"Operational trigger received from hubspot for Sentinel Networks ($163k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":121,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$163k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01715","actor":"rep_19","timestamp":"2026-01-25T18:58:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01715:01","content":"message reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01715","actor":"rep_19","timestamp":"2026-01-25T19:05:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01715","object":"record:crm_01715:02","content":"ad hoc resolution 01715 recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01715\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01715\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01715","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01715\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01715","actor":"rep_19","timestamp":"2026-01-25T19:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01715:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01715)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01715\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":164,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01715\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01716","actor":"rep_31","actor_name":"Aisha Taylor","company":"Aura Therapeutics","opened_at":"2026-03-19T03:02:00.000Z","closed_at":"2026-03-19T03:23:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($142k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01716"],"decision_points":["ad_hoc_resolution_01716"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01716","actor":"rep_31","timestamp":"2026-03-19T03:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01716:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($142k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":61,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$142k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01716","actor":"rep_31","timestamp":"2026-03-19T03:09:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01716:01","content":"document reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01716","actor":"rep_31","timestamp":"2026-03-19T03:16:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01716","object":"record:crm_01716:02","content":"ad hoc resolution 01716 recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01716\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01716\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01716","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01716\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01716","actor":"rep_31","timestamp":"2026-03-19T03:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01716:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01716)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01716\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":91,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01716\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01717","actor":"rep_11","actor_name":"David Kim","company":"Sentinel Networks","opened_at":"2026-01-07T14:46:00.000Z","closed_at":"2026-01-07T15:07:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($65k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01717"],"decision_points":["ad_hoc_resolution_01717"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01717","actor":"rep_11","timestamp":"2026-01-07T14:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01717:00","content":"Operational trigger received from hubspot for Sentinel Networks ($65k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":86,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$65k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01717","actor":"rep_11","timestamp":"2026-01-07T14:53:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01717:01","content":"message reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01717","actor":"rep_11","timestamp":"2026-01-07T15:00:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01717","object":"record:crm_01717:02","content":"ad hoc resolution 01717 recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01717\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01717\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01717","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01717\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01717","actor":"rep_11","timestamp":"2026-01-07T15:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01717:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01717)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01717\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01717\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01718","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-01-01T05:55:00.000Z","closed_at":"2026-01-01T06:16:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($316k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01718"],"decision_points":["ad_hoc_resolution_01718"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01718","actor":"rep_09","timestamp":"2026-01-01T05:55:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01718:00","content":"Operational trigger received from gmail for Acme Health Systems ($316k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":228,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$316k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01718","actor":"rep_09","timestamp":"2026-01-01T06:02:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01718:01","content":"record reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01718","actor":"rep_09","timestamp":"2026-01-01T06:09:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01718","object":"record:crm_01718:02","content":"ad hoc resolution 01718 recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01718\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01718\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01718","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01718\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01718","actor":"rep_09","timestamp":"2026-01-01T06:16:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01718:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01718)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01718\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01718\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01719","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-03-31T18:37:00.000Z","closed_at":"2026-03-31T18:58:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($225k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01719"],"decision_points":["ad_hoc_resolution_01719"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01719","actor":"rep_19","timestamp":"2026-03-31T18:37:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01719:00","content":"Operational trigger received from gmail for CloudScale Data ($225k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$225k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01719","actor":"rep_19","timestamp":"2026-03-31T18:44:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01719:01","content":"message reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01719","actor":"rep_19","timestamp":"2026-03-31T18:51:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01719","object":"record:crm_01719:02","content":"ad hoc resolution 01719 recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01719\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01719\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01719","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01719\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01719","actor":"rep_19","timestamp":"2026-03-31T18:58:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01719:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01719)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01719\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":90,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01719\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01720","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-03-15T14:52:00.000Z","closed_at":"2026-03-15T15:13:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($450k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01720"],"decision_points":["ad_hoc_resolution_01720"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01720","actor":"rep_37","timestamp":"2026-03-15T14:52:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01720:00","content":"Operational trigger received from gmail for Beacon Energy ($450k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":265,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$450k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01720","actor":"rep_37","timestamp":"2026-03-15T14:59:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01720:01","content":"message reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01720","actor":"rep_37","timestamp":"2026-03-15T15:06:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01720","object":"record:crm_01720:02","content":"ad hoc resolution 01720 recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01720\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01720\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01720","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01720\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01720","actor":"rep_37","timestamp":"2026-03-15T15:13:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01720:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01720)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01720\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":92,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01720\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01721","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-01-06T08:23:00.000Z","closed_at":"2026-01-06T08:44:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($156k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01721"],"decision_points":["ad_hoc_resolution_01721"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01721","actor":"rep_25","timestamp":"2026-01-06T08:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01721:00","content":"Operational trigger received from hubspot for Nexus AI ($156k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$156k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01721","actor":"rep_25","timestamp":"2026-01-06T08:30:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01721:01","content":"message reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01721","actor":"rep_25","timestamp":"2026-01-06T08:37:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01721","object":"record:crm_01721:02","content":"ad hoc resolution 01721 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01721\", entity=\"Nexus AI\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01721\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01721","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01721\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01721","actor":"rep_25","timestamp":"2026-01-06T08:44:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01721:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01721)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01721\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":110,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01721\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01722","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-03-05T02:10:00.000Z","closed_at":"2026-03-05T02:31:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from slack for Sentinel Networks ($226k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01722"],"decision_points":["ad_hoc_resolution_01722"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01722","actor":"rep_20","timestamp":"2026-03-05T02:10:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01722:00","content":"Operational trigger received from slack for Sentinel Networks ($226k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":253,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01722","actor":"rep_20","timestamp":"2026-03-05T02:17:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01722:01","content":"document reviewed recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01722","actor":"rep_20","timestamp":"2026-03-05T02:24:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01722","object":"record:crm_01722:02","content":"ad hoc resolution 01722 recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01722\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01722\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01722","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01722\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01722","actor":"rep_20","timestamp":"2026-03-05T02:31:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01722:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01722)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01722\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":64,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01722\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01723","actor":"rep_31","actor_name":"Aisha Taylor","company":"FinTech Global","opened_at":"2026-01-25T03:12:00.000Z","closed_at":"2026-01-25T03:33:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from slack for FinTech Global ($182k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01723"],"decision_points":["ad_hoc_resolution_01723"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01723","actor":"rep_31","timestamp":"2026-01-25T03:12:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01723:00","content":"Operational trigger received from slack for FinTech Global ($182k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"FinTech Global\",\"deal_size\":\"$182k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01723","actor":"rep_31","timestamp":"2026-01-25T03:19:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01723:01","content":"record reviewed recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01723","actor":"rep_31","timestamp":"2026-01-25T03:26:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01723","object":"record:crm_01723:02","content":"ad hoc resolution 01723 recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01723\", entity=\"FinTech Global\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01723\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01723","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01723\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01723","actor":"rep_31","timestamp":"2026-01-25T03:33:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01723:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01723)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01723\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01723\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01724","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vanguard Financial","opened_at":"2026-01-04T12:01:00.000Z","closed_at":"2026-01-04T12:22:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($107k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01724"],"decision_points":["ad_hoc_resolution_01724"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01724","actor":"rep_31","timestamp":"2026-01-04T12:01:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01724:00","content":"Operational trigger received from gmail for Vanguard Financial ($107k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":182,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$107k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01724","actor":"rep_31","timestamp":"2026-01-04T12:08:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01724:01","content":"record reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01724","actor":"rep_31","timestamp":"2026-01-04T12:15:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01724","object":"record:crm_01724:02","content":"ad hoc resolution 01724 recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01724\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01724\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01724","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01724\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01724","actor":"rep_31","timestamp":"2026-01-04T12:22:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01724:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01724)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01724\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":281,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01724\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01725","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-03-12T12:38:00.000Z","closed_at":"2026-03-12T12:59:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($261k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01725"],"decision_points":["ad_hoc_resolution_01725"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01725","actor":"rep_31","timestamp":"2026-03-12T12:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01725:00","content":"Operational trigger received from salesforce for Nexus AI ($261k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$261k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01725","actor":"rep_31","timestamp":"2026-03-12T12:45:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01725:01","content":"message reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01725","actor":"rep_31","timestamp":"2026-03-12T12:52:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01725","object":"record:crm_01725:02","content":"ad hoc resolution 01725 recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01725\", entity=\"Nexus AI\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01725\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01725","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01725\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01725","actor":"rep_31","timestamp":"2026-03-12T12:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01725:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01725)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01725\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01725\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01726","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-02-07T02:17:00.000Z","closed_at":"2026-02-07T02:38:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($203k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01726"],"decision_points":["ad_hoc_resolution_01726"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01726","actor":"rep_14","timestamp":"2026-02-07T02:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01726:00","content":"Operational trigger received from hubspot for Stripe Technologies ($203k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":74,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$203k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01726","actor":"rep_14","timestamp":"2026-02-07T02:24:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01726:01","content":"record reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01726","actor":"rep_14","timestamp":"2026-02-07T02:31:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01726","object":"record:crm_01726:02","content":"ad hoc resolution 01726 recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01726\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01726\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01726","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01726\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01726","actor":"rep_14","timestamp":"2026-02-07T02:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01726:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01726)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01726\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01726\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01727","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-01-30T20:15:00.000Z","closed_at":"2026-01-30T20:36:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($55k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01727"],"decision_points":["ad_hoc_resolution_01727"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01727","actor":"rep_11","timestamp":"2026-01-30T20:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01727:00","content":"Operational trigger received from salesforce for Vanguard Financial ($55k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":170,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$55k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01727","actor":"rep_11","timestamp":"2026-01-30T20:22:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01727:01","content":"document reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01727","actor":"rep_11","timestamp":"2026-01-30T20:29:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01727","object":"record:crm_01727:02","content":"ad hoc resolution 01727 recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01727\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01727\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01727","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01727\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01727","actor":"rep_11","timestamp":"2026-01-30T20:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01727:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01727)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01727\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":281,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01727\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01728","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-01-27T22:58:00.000Z","closed_at":"2026-01-27T23:19:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($231k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01728"],"decision_points":["ad_hoc_resolution_01728"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01728","actor":"rep_01","timestamp":"2026-01-27T22:58:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01728:00","content":"Operational trigger received from gmail for Stripe Technologies ($231k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":216,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$231k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01728","actor":"rep_01","timestamp":"2026-01-27T23:05:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01728:01","content":"document reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01728","actor":"rep_01","timestamp":"2026-01-27T23:12:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01728","object":"record:crm_01728:02","content":"ad hoc resolution 01728 recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01728\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01728\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01728","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01728\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01728","actor":"rep_01","timestamp":"2026-01-27T23:19:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01728:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01728)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01728\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":188,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01728\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01729","actor":"rep_31","actor_name":"Aisha Taylor","company":"Apex Retail Group","opened_at":"2026-02-28T12:46:00.000Z","closed_at":"2026-02-28T13:07:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($227k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01729"],"decision_points":["ad_hoc_resolution_01729"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01729","actor":"rep_31","timestamp":"2026-02-28T12:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01729:00","content":"Operational trigger received from hubspot for Apex Retail Group ($227k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":224,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$227k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01729","actor":"rep_31","timestamp":"2026-02-28T12:53:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01729:01","content":"record reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01729","actor":"rep_31","timestamp":"2026-02-28T13:00:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01729","object":"record:crm_01729:02","content":"ad hoc resolution 01729 recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01729\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01729\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01729","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01729\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01729","actor":"rep_31","timestamp":"2026-02-28T13:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01729:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01729)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01729\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":149,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01729\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01730","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-03-03T01:13:00.000Z","closed_at":"2026-03-03T01:34:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($226k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01730"],"decision_points":["ad_hoc_resolution_01730"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01730","actor":"rep_11","timestamp":"2026-03-03T01:13:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01730:00","content":"Operational trigger received from gmail for NovaBio Labs ($226k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":192,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01730","actor":"rep_11","timestamp":"2026-03-03T01:20:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01730:01","content":"record reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01730","actor":"rep_11","timestamp":"2026-03-03T01:27:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01730","object":"record:crm_01730:02","content":"ad hoc resolution 01730 recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01730\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01730\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01730","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01730\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01730","actor":"rep_11","timestamp":"2026-03-03T01:34:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01730:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01730)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01730\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01730\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01731","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-01-26T14:31:00.000Z","closed_at":"2026-01-26T14:52:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($170k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01731"],"decision_points":["ad_hoc_resolution_01731"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01731","actor":"rep_09","timestamp":"2026-01-26T14:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01731:00","content":"Operational trigger received from hubspot for Sentinel Networks ($170k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":191,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$170k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01731","actor":"rep_09","timestamp":"2026-01-26T14:38:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01731:01","content":"message reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01731","actor":"rep_09","timestamp":"2026-01-26T14:45:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01731","object":"record:crm_01731:02","content":"ad hoc resolution 01731 recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01731\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01731\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01731","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01731\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01731","actor":"rep_09","timestamp":"2026-01-26T14:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01731:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01731)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01731\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01731\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01732","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-01-08T13:35:00.000Z","closed_at":"2026-01-08T13:56:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($127k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01732"],"decision_points":["ad_hoc_resolution_01732"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01732","actor":"rep_01","timestamp":"2026-01-08T13:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01732:00","content":"Operational trigger received from hubspot for Acme Health Systems ($127k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":56,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$127k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01732","actor":"rep_01","timestamp":"2026-01-08T13:42:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01732:01","content":"document reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01732","actor":"rep_01","timestamp":"2026-01-08T13:49:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01732","object":"record:crm_01732:02","content":"ad hoc resolution 01732 recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01732\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01732\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01732","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01732\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01732","actor":"rep_01","timestamp":"2026-01-08T13:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01732:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01732)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01732\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":133,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01732\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01733","actor":"rep_11","actor_name":"David Kim","company":"Stripe Technologies","opened_at":"2026-01-03T09:19:00.000Z","closed_at":"2026-01-03T09:40:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($197k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01733"],"decision_points":["ad_hoc_resolution_01733"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01733","actor":"rep_11","timestamp":"2026-01-03T09:19:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01733:00","content":"Operational trigger received from gmail for Stripe Technologies ($197k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":159,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$197k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01733","actor":"rep_11","timestamp":"2026-01-03T09:26:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01733:01","content":"message reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01733","actor":"rep_11","timestamp":"2026-01-03T09:33:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01733","object":"record:crm_01733:02","content":"ad hoc resolution 01733 recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01733\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01733\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01733","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01733\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01733","actor":"rep_11","timestamp":"2026-01-03T09:40:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01733:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01733)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01733\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":63,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01733\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01734","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-03-02T05:27:00.000Z","closed_at":"2026-03-02T05:48:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($419k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01734"],"decision_points":["ad_hoc_resolution_01734"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01734","actor":"rep_11","timestamp":"2026-03-02T05:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01734:00","content":"Operational trigger received from hubspot for FinTech Global ($419k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":128,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$419k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01734","actor":"rep_11","timestamp":"2026-03-02T05:34:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01734:01","content":"message reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01734","actor":"rep_11","timestamp":"2026-03-02T05:41:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01734","object":"record:crm_01734:02","content":"ad hoc resolution 01734 recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01734\", entity=\"FinTech Global\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01734\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01734","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01734\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01734","actor":"rep_11","timestamp":"2026-03-02T05:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01734:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01734)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01734\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":192,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01734\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01735","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-01-19T09:16:00.000Z","closed_at":"2026-01-19T09:37:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from slack for Sentinel Networks ($50k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01735"],"decision_points":["ad_hoc_resolution_01735"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01735","actor":"rep_25","timestamp":"2026-01-19T09:16:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01735:00","content":"Operational trigger received from slack for Sentinel Networks ($50k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":208,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$50k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01735","actor":"rep_25","timestamp":"2026-01-19T09:23:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01735:01","content":"document reviewed recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01735","actor":"rep_25","timestamp":"2026-01-19T09:30:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01735","object":"record:crm_01735:02","content":"ad hoc resolution 01735 recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01735\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01735\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01735","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01735\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01735","actor":"rep_25","timestamp":"2026-01-19T09:37:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01735:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01735)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01735\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":207,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01735\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01736","actor":"rep_06","actor_name":"Marcus Vance","company":"Nexus AI","opened_at":"2026-01-19T20:19:00.000Z","closed_at":"2026-01-19T20:40:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($126k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01736"],"decision_points":["ad_hoc_resolution_01736"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01736","actor":"rep_06","timestamp":"2026-01-19T20:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01736:00","content":"Operational trigger received from salesforce for Nexus AI ($126k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":58,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$126k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01736","actor":"rep_06","timestamp":"2026-01-19T20:26:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01736:01","content":"record reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01736","actor":"rep_06","timestamp":"2026-01-19T20:33:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01736","object":"record:crm_01736:02","content":"ad hoc resolution 01736 recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01736\", entity=\"Nexus AI\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01736\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01736","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01736\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01736","actor":"rep_06","timestamp":"2026-01-19T20:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01736:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01736)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01736\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":225,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01736\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01737","actor":"rep_32","actor_name":"Liam O'Connor","company":"Apex Retail Group","opened_at":"2026-02-05T04:08:00.000Z","closed_at":"2026-02-05T04:29:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($460k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01737"],"decision_points":["ad_hoc_resolution_01737"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01737","actor":"rep_32","timestamp":"2026-02-05T04:08:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01737:00","content":"Operational trigger received from hubspot for Apex Retail Group ($460k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":219,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$460k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01737","actor":"rep_32","timestamp":"2026-02-05T04:15:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01737:01","content":"record reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01737","actor":"rep_32","timestamp":"2026-02-05T04:22:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01737","object":"record:crm_01737:02","content":"ad hoc resolution 01737 recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01737\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01737\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01737","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01737\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01737","actor":"rep_32","timestamp":"2026-02-05T04:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01737:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01737)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01737\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":67,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01737\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01738","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-01-08T14:24:00.000Z","closed_at":"2026-01-08T14:45:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($409k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01738"],"decision_points":["ad_hoc_resolution_01738"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01738","actor":"rep_09","timestamp":"2026-01-08T14:24:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01738:00","content":"Operational trigger received from gmail for Catalyst Software ($409k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$409k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01738","actor":"rep_09","timestamp":"2026-01-08T14:31:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01738:01","content":"document reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01738","actor":"rep_09","timestamp":"2026-01-08T14:38:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01738","object":"record:crm_01738:02","content":"ad hoc resolution 01738 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01738\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01738\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01738","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01738\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01738","actor":"rep_09","timestamp":"2026-01-08T14:45:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01738:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01738)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01738\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":171,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01738\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01739","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-03-22T20:27:00.000Z","closed_at":"2026-03-22T20:48:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($215k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01739"],"decision_points":["ad_hoc_resolution_01739"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01739","actor":"rep_19","timestamp":"2026-03-22T20:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01739:00","content":"Operational trigger received from hubspot for Sentinel Networks ($215k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":236,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$215k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01739","actor":"rep_19","timestamp":"2026-03-22T20:34:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01739:01","content":"record reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01739","actor":"rep_19","timestamp":"2026-03-22T20:41:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01739","object":"record:crm_01739:02","content":"ad hoc resolution 01739 recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01739\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01739\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01739","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01739\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01739","actor":"rep_19","timestamp":"2026-03-22T20:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01739:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01739)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01739\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":126,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01739\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01740","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-03-04T22:22:00.000Z","closed_at":"2026-03-04T22:43:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($431k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01740"],"decision_points":["ad_hoc_resolution_01740"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01740","actor":"rep_19","timestamp":"2026-03-04T22:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01740:00","content":"Operational trigger received from salesforce for Beacon Energy ($431k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":92,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$431k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01740","actor":"rep_19","timestamp":"2026-03-04T22:29:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01740:01","content":"message reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01740","actor":"rep_19","timestamp":"2026-03-04T22:36:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01740","object":"record:crm_01740:02","content":"ad hoc resolution 01740 recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01740\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01740\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01740","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01740\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01740","actor":"rep_19","timestamp":"2026-03-04T22:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01740:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01740)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01740\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01740\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01741","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-02-04T17:54:00.000Z","closed_at":"2026-02-04T18:15:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($351k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01741"],"decision_points":["ad_hoc_resolution_01741"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01741","actor":"rep_11","timestamp":"2026-02-04T17:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01741:00","content":"Operational trigger received from salesforce for Meridian Logistics ($351k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":76,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$351k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01741","actor":"rep_11","timestamp":"2026-02-04T18:01:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01741:01","content":"record reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01741","actor":"rep_11","timestamp":"2026-02-04T18:08:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01741","object":"record:crm_01741:02","content":"ad hoc resolution 01741 recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01741\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01741\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01741","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01741\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01741","actor":"rep_11","timestamp":"2026-02-04T18:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01741:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01741)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01741\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":95,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01741\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01742","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-02-03T22:41:00.000Z","closed_at":"2026-02-03T23:02:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($278k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01742"],"decision_points":["ad_hoc_resolution_01742"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01742","actor":"rep_25","timestamp":"2026-02-03T22:41:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01742:00","content":"Operational trigger received from gmail for Acme Health Systems ($278k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":137,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$278k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01742","actor":"rep_25","timestamp":"2026-02-03T22:48:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01742:01","content":"document reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01742","actor":"rep_25","timestamp":"2026-02-03T22:55:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01742","object":"record:crm_01742:02","content":"ad hoc resolution 01742 recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01742\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01742\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01742","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01742\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01742","actor":"rep_25","timestamp":"2026-02-03T23:02:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01742:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01742)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01742\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01742\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01743","actor":"rep_19","actor_name":"James Wilson","company":"Nexus AI","opened_at":"2026-03-12T16:04:00.000Z","closed_at":"2026-03-12T16:25:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($272k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01743"],"decision_points":["ad_hoc_resolution_01743"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01743","actor":"rep_19","timestamp":"2026-03-12T16:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01743:00","content":"Operational trigger received from salesforce for Nexus AI ($272k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$272k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01743","actor":"rep_19","timestamp":"2026-03-12T16:11:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01743:01","content":"document reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01743","actor":"rep_19","timestamp":"2026-03-12T16:18:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01743","object":"record:crm_01743:02","content":"ad hoc resolution 01743 recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01743\", entity=\"Nexus AI\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01743\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01743","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01743\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01743","actor":"rep_19","timestamp":"2026-03-12T16:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01743:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01743)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01743\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01743\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01744","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-03-16T07:39:00.000Z","closed_at":"2026-03-16T08:00:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($81k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01744"],"decision_points":["ad_hoc_resolution_01744"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01744","actor":"rep_19","timestamp":"2026-03-16T07:39:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01744:00","content":"Operational trigger received from gmail for Pinnacle Media ($81k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":244,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$81k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01744","actor":"rep_19","timestamp":"2026-03-16T07:46:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01744:01","content":"document reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01744","actor":"rep_19","timestamp":"2026-03-16T07:53:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01744","object":"record:crm_01744:02","content":"ad hoc resolution 01744 recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01744\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01744\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01744","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01744\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01744","actor":"rep_19","timestamp":"2026-03-16T08:00:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01744:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01744)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01744\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":161,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01744\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01745","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-02-04T11:36:00.000Z","closed_at":"2026-02-04T11:57:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($104k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01745"],"decision_points":["ad_hoc_resolution_01745"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01745","actor":"rep_25","timestamp":"2026-02-04T11:36:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01745:00","content":"Operational trigger received from gmail for Apex Retail Group ($104k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$104k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01745","actor":"rep_25","timestamp":"2026-02-04T11:43:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01745:01","content":"record reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01745","actor":"rep_25","timestamp":"2026-02-04T11:50:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01745","object":"record:crm_01745:02","content":"ad hoc resolution 01745 recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01745\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01745\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01745","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01745\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01745","actor":"rep_25","timestamp":"2026-02-04T11:57:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01745:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01745)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01745\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01745\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01746","actor":"rep_14","actor_name":"Rachel Adams","company":"Meridian Logistics","opened_at":"2026-03-31T17:27:00.000Z","closed_at":"2026-03-31T17:48:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from slack for Meridian Logistics ($129k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01746"],"decision_points":["ad_hoc_resolution_01746"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01746","actor":"rep_14","timestamp":"2026-03-31T17:27:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01746:00","content":"Operational trigger received from slack for Meridian Logistics ($129k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$129k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01746","actor":"rep_14","timestamp":"2026-03-31T17:34:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01746:01","content":"message reviewed recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01746","actor":"rep_14","timestamp":"2026-03-31T17:41:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01746","object":"record:crm_01746:02","content":"ad hoc resolution 01746 recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01746\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01746\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01746","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01746\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01746","actor":"rep_14","timestamp":"2026-03-31T17:48:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01746:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01746)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01746\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":124,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01746\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01747","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-03-07T02:53:00.000Z","closed_at":"2026-03-07T03:14:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($209k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01747"],"decision_points":["ad_hoc_resolution_01747"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01747","actor":"rep_11","timestamp":"2026-03-07T02:53:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01747:00","content":"Operational trigger received from gmail for Catalyst Software ($209k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":205,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$209k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01747","actor":"rep_11","timestamp":"2026-03-07T03:00:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01747:01","content":"message reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01747","actor":"rep_11","timestamp":"2026-03-07T03:07:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01747","object":"record:crm_01747:02","content":"ad hoc resolution 01747 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01747\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01747\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01747","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01747\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01747","actor":"rep_11","timestamp":"2026-03-07T03:14:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01747:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01747)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01747\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01747\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01748","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-01-02T00:21:00.000Z","closed_at":"2026-01-02T00:42:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from slack for Sentinel Networks ($355k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01748"],"decision_points":["ad_hoc_resolution_01748"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01748","actor":"rep_14","timestamp":"2026-01-02T00:21:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01748:00","content":"Operational trigger received from slack for Sentinel Networks ($355k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":159,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$355k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01748","actor":"rep_14","timestamp":"2026-01-02T00:28:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01748:01","content":"document reviewed recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01748","actor":"rep_14","timestamp":"2026-01-02T00:35:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01748","object":"record:crm_01748:02","content":"ad hoc resolution 01748 recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01748\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01748\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01748","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01748\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01748","actor":"rep_14","timestamp":"2026-01-02T00:42:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01748:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01748)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01748\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01748\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01749","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-01-28T20:56:00.000Z","closed_at":"2026-01-28T21:17:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($385k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01749"],"decision_points":["ad_hoc_resolution_01749"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01749","actor":"rep_11","timestamp":"2026-01-28T20:56:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01749:00","content":"Operational trigger received from hubspot for Acme Health Systems ($385k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$385k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01749","actor":"rep_11","timestamp":"2026-01-28T21:03:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01749:01","content":"document reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":96,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01749","actor":"rep_11","timestamp":"2026-01-28T21:10:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01749","object":"record:crm_01749:02","content":"ad hoc resolution 01749 recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01749\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01749\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01749","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01749\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01749","actor":"rep_11","timestamp":"2026-01-28T21:17:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01749:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01749)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01749\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":274,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01749\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01750","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-01-24T13:50:00.000Z","closed_at":"2026-01-24T14:11:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($344k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01750"],"decision_points":["ad_hoc_resolution_01750"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01750","actor":"rep_37","timestamp":"2026-01-24T13:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01750:00","content":"Operational trigger received from hubspot for CloudScale Data ($344k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":161,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$344k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01750","actor":"rep_37","timestamp":"2026-01-24T13:57:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01750:01","content":"document reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01750","actor":"rep_37","timestamp":"2026-01-24T14:04:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01750","object":"record:crm_01750:02","content":"ad hoc resolution 01750 recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01750\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01750\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01750","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01750\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01750","actor":"rep_37","timestamp":"2026-01-24T14:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01750:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01750)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01750\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":144,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01750\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01751","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-03-13T05:01:00.000Z","closed_at":"2026-03-13T05:22:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($269k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01751"],"decision_points":["ad_hoc_resolution_01751"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01751","actor":"rep_01","timestamp":"2026-03-13T05:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01751:00","content":"Operational trigger received from salesforce for CloudScale Data ($269k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":163,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$269k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01751","actor":"rep_01","timestamp":"2026-03-13T05:08:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01751:01","content":"document reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01751","actor":"rep_01","timestamp":"2026-03-13T05:15:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01751","object":"record:crm_01751:02","content":"ad hoc resolution 01751 recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01751\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01751\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01751","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01751\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01751","actor":"rep_01","timestamp":"2026-03-13T05:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01751:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01751)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01751\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01751\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01752","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-01-28T01:18:00.000Z","closed_at":"2026-01-28T01:39:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($176k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01752"],"decision_points":["ad_hoc_resolution_01752"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01752","actor":"rep_11","timestamp":"2026-01-28T01:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01752:00","content":"Operational trigger received from hubspot for Vanguard Financial ($176k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":218,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$176k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01752","actor":"rep_11","timestamp":"2026-01-28T01:25:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01752:01","content":"message reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01752","actor":"rep_11","timestamp":"2026-01-28T01:32:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01752","object":"record:crm_01752:02","content":"ad hoc resolution 01752 recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01752\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01752\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01752","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01752\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01752","actor":"rep_11","timestamp":"2026-01-28T01:39:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01752:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01752)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01752\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01752\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01753","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-02-21T22:02:00.000Z","closed_at":"2026-02-21T22:23:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($49k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01753"],"decision_points":["ad_hoc_resolution_01753"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01753","actor":"rep_32","timestamp":"2026-02-21T22:02:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01753:00","content":"Operational trigger received from gmail for Aura Therapeutics ($49k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":114,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$49k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01753","actor":"rep_32","timestamp":"2026-02-21T22:09:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01753:01","content":"document reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01753","actor":"rep_32","timestamp":"2026-02-21T22:16:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01753","object":"record:crm_01753:02","content":"ad hoc resolution 01753 recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01753\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01753\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01753","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01753\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01753","actor":"rep_32","timestamp":"2026-02-21T22:23:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01753:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01753)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01753\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":148,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01753\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01754","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-02-24T14:13:00.000Z","closed_at":"2026-02-24T14:34:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($219k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01754"],"decision_points":["ad_hoc_resolution_01754"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01754","actor":"rep_14","timestamp":"2026-02-24T14:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01754:00","content":"Operational trigger received from salesforce for Sentinel Networks ($219k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":86,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$219k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01754","actor":"rep_14","timestamp":"2026-02-24T14:20:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01754:01","content":"document reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01754","actor":"rep_14","timestamp":"2026-02-24T14:27:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01754","object":"record:crm_01754:02","content":"ad hoc resolution 01754 recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01754\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01754\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01754","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01754\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01754","actor":"rep_14","timestamp":"2026-02-24T14:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01754:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01754)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01754\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":140,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01754\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01755","actor":"rep_31","actor_name":"Aisha Taylor","company":"FinTech Global","opened_at":"2026-02-15T04:21:00.000Z","closed_at":"2026-02-15T04:42:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from slack for FinTech Global ($145k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01755"],"decision_points":["ad_hoc_resolution_01755"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01755","actor":"rep_31","timestamp":"2026-02-15T04:21:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01755:00","content":"Operational trigger received from slack for FinTech Global ($145k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"FinTech Global\",\"deal_size\":\"$145k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01755","actor":"rep_31","timestamp":"2026-02-15T04:28:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01755:01","content":"message reviewed recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01755","actor":"rep_31","timestamp":"2026-02-15T04:35:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01755","object":"record:crm_01755:02","content":"ad hoc resolution 01755 recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01755\", entity=\"FinTech Global\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01755\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01755","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01755\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01755","actor":"rep_31","timestamp":"2026-02-15T04:42:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01755:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01755)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01755\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01755\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01756","actor":"rep_09","actor_name":"Elena Rostova","company":"Vertex Cyber","opened_at":"2026-02-13T06:30:00.000Z","closed_at":"2026-02-13T06:51:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($180k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01756"],"decision_points":["ad_hoc_resolution_01756"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01756","actor":"rep_09","timestamp":"2026-02-13T06:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01756:00","content":"Operational trigger received from salesforce for Vertex Cyber ($180k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$180k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01756","actor":"rep_09","timestamp":"2026-02-13T06:37:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01756:01","content":"message reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01756","actor":"rep_09","timestamp":"2026-02-13T06:44:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01756","object":"record:crm_01756:02","content":"ad hoc resolution 01756 recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01756\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01756\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01756","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01756\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01756","actor":"rep_09","timestamp":"2026-02-13T06:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01756:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01756)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01756\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":70,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01756\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01757","actor":"rep_11","actor_name":"David Kim","company":"FinTech Global","opened_at":"2026-03-03T21:18:00.000Z","closed_at":"2026-03-03T21:39:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($424k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01757"],"decision_points":["ad_hoc_resolution_01757"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01757","actor":"rep_11","timestamp":"2026-03-03T21:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01757:00","content":"Operational trigger received from hubspot for FinTech Global ($424k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$424k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01757","actor":"rep_11","timestamp":"2026-03-03T21:25:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01757:01","content":"document reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01757","actor":"rep_11","timestamp":"2026-03-03T21:32:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01757","object":"record:crm_01757:02","content":"ad hoc resolution 01757 recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01757\", entity=\"FinTech Global\")","http_status":200,"latency_ms":277,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01757\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01757","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01757\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01757","actor":"rep_11","timestamp":"2026-03-03T21:39:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01757:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01757)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01757\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":233,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01757\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01758","actor":"rep_09","actor_name":"Elena Rostova","company":"Meridian Logistics","opened_at":"2026-03-19T07:43:00.000Z","closed_at":"2026-03-19T08:04:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($175k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01758"],"decision_points":["ad_hoc_resolution_01758"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01758","actor":"rep_09","timestamp":"2026-03-19T07:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01758:00","content":"Operational trigger received from gmail for Meridian Logistics ($175k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$175k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01758","actor":"rep_09","timestamp":"2026-03-19T07:50:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01758:01","content":"document reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01758","actor":"rep_09","timestamp":"2026-03-19T07:57:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01758","object":"record:crm_01758:02","content":"ad hoc resolution 01758 recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01758\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01758\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01758","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01758\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01758","actor":"rep_09","timestamp":"2026-03-19T08:04:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01758:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01758)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01758\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01758\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01759","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-03-11T02:06:00.000Z","closed_at":"2026-03-11T02:27:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($426k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01759"],"decision_points":["ad_hoc_resolution_01759"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01759","actor":"rep_32","timestamp":"2026-03-11T02:06:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01759:00","content":"Operational trigger received from gmail for FinTech Global ($426k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":185,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$426k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01759","actor":"rep_32","timestamp":"2026-03-11T02:13:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01759:01","content":"message reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01759","actor":"rep_32","timestamp":"2026-03-11T02:20:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01759","object":"record:crm_01759:02","content":"ad hoc resolution 01759 recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01759\", entity=\"FinTech Global\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01759\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01759","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01759\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01759","actor":"rep_32","timestamp":"2026-03-11T02:27:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01759:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01759)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01759\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":249,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01759\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01760","actor":"rep_31","actor_name":"Aisha Taylor","company":"Apex Retail Group","opened_at":"2026-02-24T07:57:00.000Z","closed_at":"2026-02-24T08:18:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($457k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01760"],"decision_points":["ad_hoc_resolution_01760"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01760","actor":"rep_31","timestamp":"2026-02-24T07:57:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01760:00","content":"Operational trigger received from gmail for Apex Retail Group ($457k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":167,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$457k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01760","actor":"rep_31","timestamp":"2026-02-24T08:04:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01760:01","content":"message reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01760","actor":"rep_31","timestamp":"2026-02-24T08:11:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01760","object":"record:crm_01760:02","content":"ad hoc resolution 01760 recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01760\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01760\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01760","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01760\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01760","actor":"rep_31","timestamp":"2026-02-24T08:18:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01760:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01760)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01760\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":242,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01760\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01761","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-03-20T19:43:00.000Z","closed_at":"2026-03-20T20:04:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($369k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01761"],"decision_points":["ad_hoc_resolution_01761"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01761","actor":"rep_14","timestamp":"2026-03-20T19:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01761:00","content":"Operational trigger received from gmail for NovaBio Labs ($369k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":273,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$369k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01761","actor":"rep_14","timestamp":"2026-03-20T19:50:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01761:01","content":"message reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01761","actor":"rep_14","timestamp":"2026-03-20T19:57:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01761","object":"record:crm_01761:02","content":"ad hoc resolution 01761 recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01761\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01761\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01761","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01761\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01761","actor":"rep_14","timestamp":"2026-03-20T20:04:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01761:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01761)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01761\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01761\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01762","actor":"rep_06","actor_name":"Marcus Vance","company":"FinTech Global","opened_at":"2026-03-12T09:43:00.000Z","closed_at":"2026-03-12T10:04:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($364k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01762"],"decision_points":["ad_hoc_resolution_01762"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01762","actor":"rep_06","timestamp":"2026-03-12T09:43:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01762:00","content":"Operational trigger received from hubspot for FinTech Global ($364k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$364k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01762","actor":"rep_06","timestamp":"2026-03-12T09:50:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01762:01","content":"document reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01762","actor":"rep_06","timestamp":"2026-03-12T09:57:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01762","object":"record:crm_01762:02","content":"ad hoc resolution 01762 recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01762\", entity=\"FinTech Global\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01762\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01762","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01762\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01762","actor":"rep_06","timestamp":"2026-03-12T10:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01762:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01762)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01762\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":152,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01762\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01763","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-03-26T13:24:00.000Z","closed_at":"2026-03-26T13:45:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($223k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01763"],"decision_points":["ad_hoc_resolution_01763"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01763","actor":"rep_37","timestamp":"2026-03-26T13:24:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01763:00","content":"Operational trigger received from hubspot for Vertex Cyber ($223k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":237,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$223k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01763","actor":"rep_37","timestamp":"2026-03-26T13:31:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01763:01","content":"message reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01763","actor":"rep_37","timestamp":"2026-03-26T13:38:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01763","object":"record:crm_01763:02","content":"ad hoc resolution 01763 recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01763\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01763\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01763","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01763\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01763","actor":"rep_37","timestamp":"2026-03-26T13:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01763:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01763)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01763\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01763\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01764","actor":"rep_14","actor_name":"Rachel Adams","company":"Aura Therapeutics","opened_at":"2026-02-01T04:26:00.000Z","closed_at":"2026-02-01T04:47:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from slack for Aura Therapeutics ($95k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01764"],"decision_points":["ad_hoc_resolution_01764"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01764","actor":"rep_14","timestamp":"2026-02-01T04:26:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01764:00","content":"Operational trigger received from slack for Aura Therapeutics ($95k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":202,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$95k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01764","actor":"rep_14","timestamp":"2026-02-01T04:33:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01764:01","content":"message reviewed recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01764","actor":"rep_14","timestamp":"2026-02-01T04:40:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01764","object":"record:crm_01764:02","content":"ad hoc resolution 01764 recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01764\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01764\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01764","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01764\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01764","actor":"rep_14","timestamp":"2026-02-01T04:47:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01764:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01764)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01764\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":175,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01764\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01765","actor":"rep_31","actor_name":"Aisha Taylor","company":"Apex Retail Group","opened_at":"2026-03-23T15:05:00.000Z","closed_at":"2026-03-23T15:26:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from slack for Apex Retail Group ($117k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01765"],"decision_points":["ad_hoc_resolution_01765"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01765","actor":"rep_31","timestamp":"2026-03-23T15:05:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01765:00","content":"Operational trigger received from slack for Apex Retail Group ($117k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$117k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01765","actor":"rep_31","timestamp":"2026-03-23T15:12:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01765:01","content":"record reviewed recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01765","actor":"rep_31","timestamp":"2026-03-23T15:19:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01765","object":"record:crm_01765:02","content":"ad hoc resolution 01765 recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01765\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01765\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01765","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01765\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01765","actor":"rep_31","timestamp":"2026-03-23T15:26:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01765:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01765)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01765\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01765\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01766","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-01-10T15:44:00.000Z","closed_at":"2026-01-10T16:05:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($58k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01766"],"decision_points":["ad_hoc_resolution_01766"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01766","actor":"rep_06","timestamp":"2026-01-10T15:44:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01766:00","content":"Operational trigger received from gmail for Catalyst Software ($58k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":144,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$58k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01766","actor":"rep_06","timestamp":"2026-01-10T15:51:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01766:01","content":"record reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01766","actor":"rep_06","timestamp":"2026-01-10T15:58:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01766","object":"record:crm_01766:02","content":"ad hoc resolution 01766 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01766\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01766\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01766","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01766\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01766","actor":"rep_06","timestamp":"2026-01-10T16:05:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01766:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01766)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01766\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01766\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01767","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-02-01T01:41:00.000Z","closed_at":"2026-02-01T02:02:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from slack for Catalyst Software ($110k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01767"],"decision_points":["ad_hoc_resolution_01767"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01767","actor":"rep_20","timestamp":"2026-02-01T01:41:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01767:00","content":"Operational trigger received from slack for Catalyst Software ($110k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Catalyst Software\",\"deal_size\":\"$110k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01767","actor":"rep_20","timestamp":"2026-02-01T01:48:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01767:01","content":"record reviewed recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":107,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01767","actor":"rep_20","timestamp":"2026-02-01T01:55:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01767","object":"record:crm_01767:02","content":"ad hoc resolution 01767 recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01767\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01767\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01767","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01767\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01767","actor":"rep_20","timestamp":"2026-02-01T02:02:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01767:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01767)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01767\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":70,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01767\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01768","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-03-12T05:19:00.000Z","closed_at":"2026-03-12T05:40:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($337k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01768"],"decision_points":["ad_hoc_resolution_01768"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01768","actor":"rep_25","timestamp":"2026-03-12T05:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01768:00","content":"Operational trigger received from salesforce for NovaBio Labs ($337k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":277,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$337k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01768","actor":"rep_25","timestamp":"2026-03-12T05:26:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01768:01","content":"message reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01768","actor":"rep_25","timestamp":"2026-03-12T05:33:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01768","object":"record:crm_01768:02","content":"ad hoc resolution 01768 recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01768\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01768\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01768","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01768\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01768","actor":"rep_25","timestamp":"2026-03-12T05:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01768:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01768)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01768\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":54,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01768\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01769","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-03-17T05:40:00.000Z","closed_at":"2026-03-17T06:01:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from slack for Apex Retail Group ($81k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01769"],"decision_points":["ad_hoc_resolution_01769"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01769","actor":"rep_06","timestamp":"2026-03-17T05:40:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01769:00","content":"Operational trigger received from slack for Apex Retail Group ($81k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":186,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$81k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01769","actor":"rep_06","timestamp":"2026-03-17T05:47:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01769:01","content":"record reviewed recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01769","actor":"rep_06","timestamp":"2026-03-17T05:54:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01769","object":"record:crm_01769:02","content":"ad hoc resolution 01769 recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01769\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01769\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01769","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01769\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01769","actor":"rep_06","timestamp":"2026-03-17T06:01:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01769:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01769)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01769\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":113,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01769\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01770","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-03-08T20:35:00.000Z","closed_at":"2026-03-08T20:56:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from slack for Stripe Technologies ($459k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01770"],"decision_points":["ad_hoc_resolution_01770"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01770","actor":"rep_32","timestamp":"2026-03-08T20:35:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01770:00","content":"Operational trigger received from slack for Stripe Technologies ($459k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":51,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$459k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01770","actor":"rep_32","timestamp":"2026-03-08T20:42:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01770:01","content":"record reviewed recorded for Stripe Technologies","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01770","actor":"rep_32","timestamp":"2026-03-08T20:49:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01770","object":"record:crm_01770:02","content":"ad hoc resolution 01770 recorded for Stripe Technologies","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01770\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01770\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01770","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01770\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01770","actor":"rep_32","timestamp":"2026-03-08T20:56:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01770:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01770)","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01770\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":127,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01770\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01771","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-01-09T19:02:00.000Z","closed_at":"2026-01-09T19:23:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from slack for FinTech Global ($327k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01771"],"decision_points":["ad_hoc_resolution_01771"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01771","actor":"rep_32","timestamp":"2026-01-09T19:02:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01771:00","content":"Operational trigger received from slack for FinTech Global ($327k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":193,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"FinTech Global\",\"deal_size\":\"$327k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01771","actor":"rep_32","timestamp":"2026-01-09T19:09:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01771:01","content":"record reviewed recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01771","actor":"rep_32","timestamp":"2026-01-09T19:16:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01771","object":"record:crm_01771:02","content":"ad hoc resolution 01771 recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01771\", entity=\"FinTech Global\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01771\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01771","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01771\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01771","actor":"rep_32","timestamp":"2026-01-09T19:23:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01771:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01771)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01771\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":137,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01771\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01772","actor":"rep_19","actor_name":"James Wilson","company":"Catalyst Software","opened_at":"2026-03-30T21:31:00.000Z","closed_at":"2026-03-30T21:52:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($314k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01772"],"decision_points":["ad_hoc_resolution_01772"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01772","actor":"rep_19","timestamp":"2026-03-30T21:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01772:00","content":"Operational trigger received from hubspot for Catalyst Software ($314k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":97,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$314k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01772","actor":"rep_19","timestamp":"2026-03-30T21:38:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01772:01","content":"message reviewed recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01772","actor":"rep_19","timestamp":"2026-03-30T21:45:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01772","object":"record:crm_01772:02","content":"ad hoc resolution 01772 recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01772\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01772\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01772","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01772\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01772","actor":"rep_19","timestamp":"2026-03-30T21:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01772:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01772)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01772\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01772\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01773","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-03-27T21:36:00.000Z","closed_at":"2026-03-27T21:57:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from slack for FinTech Global ($298k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01773"],"decision_points":["ad_hoc_resolution_01773"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01773","actor":"rep_14","timestamp":"2026-03-27T21:36:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01773:00","content":"Operational trigger received from slack for FinTech Global ($298k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":86,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"FinTech Global\",\"deal_size\":\"$298k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01773","actor":"rep_14","timestamp":"2026-03-27T21:43:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01773:01","content":"record reviewed recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01773","actor":"rep_14","timestamp":"2026-03-27T21:50:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01773","object":"record:crm_01773:02","content":"ad hoc resolution 01773 recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01773\", entity=\"FinTech Global\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01773\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01773","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01773\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01773","actor":"rep_14","timestamp":"2026-03-27T21:57:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01773:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01773)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01773\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":219,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01773\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01774","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-02-14T23:45:00.000Z","closed_at":"2026-02-15T00:06:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($433k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01774"],"decision_points":["ad_hoc_resolution_01774"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01774","actor":"rep_19","timestamp":"2026-02-14T23:45:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01774:00","content":"Operational trigger received from gmail for OmniChannel Inc ($433k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":170,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$433k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01774","actor":"rep_19","timestamp":"2026-02-14T23:52:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01774:01","content":"record reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01774","actor":"rep_19","timestamp":"2026-02-14T23:59:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01774","object":"record:crm_01774:02","content":"ad hoc resolution 01774 recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01774\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01774\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01774","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01774\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01774","actor":"rep_19","timestamp":"2026-02-15T00:06:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01774:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01774)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01774\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":99,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01774\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01775","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-02-26T04:26:00.000Z","closed_at":"2026-02-26T04:47:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from slack for OmniChannel Inc ($60k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01775"],"decision_points":["ad_hoc_resolution_01775"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01775","actor":"rep_11","timestamp":"2026-02-26T04:26:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01775:00","content":"Operational trigger received from slack for OmniChannel Inc ($60k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":165,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$60k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01775","actor":"rep_11","timestamp":"2026-02-26T04:33:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01775:01","content":"message reviewed recorded for OmniChannel Inc","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01775","actor":"rep_11","timestamp":"2026-02-26T04:40:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01775","object":"record:crm_01775:02","content":"ad hoc resolution 01775 recorded for OmniChannel Inc","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01775\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01775\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01775","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01775\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01775","actor":"rep_11","timestamp":"2026-02-26T04:47:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01775:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01775)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01775\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01775\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01776","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-02-23T04:43:00.000Z","closed_at":"2026-02-23T05:04:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($425k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01776"],"decision_points":["ad_hoc_resolution_01776"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01776","actor":"rep_19","timestamp":"2026-02-23T04:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01776:00","content":"Operational trigger received from gmail for Sentinel Networks ($425k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":185,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$425k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01776","actor":"rep_19","timestamp":"2026-02-23T04:50:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01776:01","content":"document reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01776","actor":"rep_19","timestamp":"2026-02-23T04:57:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01776","object":"record:crm_01776:02","content":"ad hoc resolution 01776 recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01776\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01776\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01776","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01776\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01776","actor":"rep_19","timestamp":"2026-02-23T05:04:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01776:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01776)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01776\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":189,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01776\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01777","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-01-05T05:18:00.000Z","closed_at":"2026-01-05T05:39:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from slack for NovaBio Labs ($334k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01777"],"decision_points":["ad_hoc_resolution_01777"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01777","actor":"rep_09","timestamp":"2026-01-05T05:18:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01777:00","content":"Operational trigger received from slack for NovaBio Labs ($334k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":118,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$334k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01777","actor":"rep_09","timestamp":"2026-01-05T05:25:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01777:01","content":"message reviewed recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01777","actor":"rep_09","timestamp":"2026-01-05T05:32:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01777","object":"record:crm_01777:02","content":"ad hoc resolution 01777 recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01777\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01777\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01777","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01777\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01777","actor":"rep_09","timestamp":"2026-01-05T05:39:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01777:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01777)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01777\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":97,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01777\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01778","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-02-17T07:53:00.000Z","closed_at":"2026-02-17T08:14:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($455k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01778"],"decision_points":["ad_hoc_resolution_01778"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01778","actor":"rep_19","timestamp":"2026-02-17T07:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01778:00","content":"Operational trigger received from salesforce for Pinnacle Media ($455k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$455k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01778","actor":"rep_19","timestamp":"2026-02-17T08:00:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01778:01","content":"document reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01778","actor":"rep_19","timestamp":"2026-02-17T08:07:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01778","object":"record:crm_01778:02","content":"ad hoc resolution 01778 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01778\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01778\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01778","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01778\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01778","actor":"rep_19","timestamp":"2026-02-17T08:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01778:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01778)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01778\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":95,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01778\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01779","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-03-26T15:08:00.000Z","closed_at":"2026-03-26T15:29:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($301k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01779"],"decision_points":["ad_hoc_resolution_01779"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01779","actor":"rep_06","timestamp":"2026-03-26T15:08:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01779:00","content":"Operational trigger received from gmail for Meridian Logistics ($301k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$301k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01779","actor":"rep_06","timestamp":"2026-03-26T15:15:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01779:01","content":"record reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01779","actor":"rep_06","timestamp":"2026-03-26T15:22:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01779","object":"record:crm_01779:02","content":"ad hoc resolution 01779 recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01779\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01779\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01779","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01779\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01779","actor":"rep_06","timestamp":"2026-03-26T15:29:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01779:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01779)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01779\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":58,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01779\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01780","actor":"rep_25","actor_name":"Carlos Mendez","company":"Aura Therapeutics","opened_at":"2026-02-25T02:52:00.000Z","closed_at":"2026-02-25T03:13:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($387k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01780"],"decision_points":["ad_hoc_resolution_01780"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01780","actor":"rep_25","timestamp":"2026-02-25T02:52:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01780:00","content":"Operational trigger received from gmail for Aura Therapeutics ($387k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":237,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$387k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01780","actor":"rep_25","timestamp":"2026-02-25T02:59:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01780:01","content":"message reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01780","actor":"rep_25","timestamp":"2026-02-25T03:06:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01780","object":"record:crm_01780:02","content":"ad hoc resolution 01780 recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01780\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01780\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01780","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01780\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01780","actor":"rep_25","timestamp":"2026-02-25T03:13:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01780:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01780)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01780\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":81,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01780\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01781","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-01-28T02:24:00.000Z","closed_at":"2026-01-28T02:45:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($418k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01781"],"decision_points":["ad_hoc_resolution_01781"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01781","actor":"rep_37","timestamp":"2026-01-28T02:24:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01781:00","content":"Operational trigger received from hubspot for Vertex Cyber ($418k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":230,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$418k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01781","actor":"rep_37","timestamp":"2026-01-28T02:31:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01781:01","content":"record reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01781","actor":"rep_37","timestamp":"2026-01-28T02:38:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01781","object":"record:crm_01781:02","content":"ad hoc resolution 01781 recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01781\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01781\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01781","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01781\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01781","actor":"rep_37","timestamp":"2026-01-28T02:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01781:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01781)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01781\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":156,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01781\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01782","actor":"rep_20","actor_name":"Maya Patel","company":"Nexus AI","opened_at":"2026-03-08T07:27:00.000Z","closed_at":"2026-03-08T07:48:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($230k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01782"],"decision_points":["ad_hoc_resolution_01782"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01782","actor":"rep_20","timestamp":"2026-03-08T07:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01782:00","content":"Operational trigger received from hubspot for Nexus AI ($230k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":184,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$230k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01782","actor":"rep_20","timestamp":"2026-03-08T07:34:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01782:01","content":"document reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01782","actor":"rep_20","timestamp":"2026-03-08T07:41:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01782","object":"record:crm_01782:02","content":"ad hoc resolution 01782 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01782\", entity=\"Nexus AI\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01782\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01782","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01782\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01782","actor":"rep_20","timestamp":"2026-03-08T07:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01782:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01782)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01782\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":88,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01782\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01783","actor":"rep_01","actor_name":"Sarah Chen","company":"Apex Retail Group","opened_at":"2026-03-26T08:24:00.000Z","closed_at":"2026-03-26T08:45:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($292k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01783"],"decision_points":["ad_hoc_resolution_01783"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01783","actor":"rep_01","timestamp":"2026-03-26T08:24:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01783:00","content":"Operational trigger received from gmail for Apex Retail Group ($292k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$292k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01783","actor":"rep_01","timestamp":"2026-03-26T08:31:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01783:01","content":"record reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01783","actor":"rep_01","timestamp":"2026-03-26T08:38:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01783","object":"record:crm_01783:02","content":"ad hoc resolution 01783 recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01783\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01783\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01783","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01783\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01783","actor":"rep_01","timestamp":"2026-03-26T08:45:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01783:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01783)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01783\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":85,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01783\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01784","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-02-04T08:53:00.000Z","closed_at":"2026-02-04T09:14:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($461k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01784"],"decision_points":["ad_hoc_resolution_01784"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01784","actor":"rep_01","timestamp":"2026-02-04T08:53:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01784:00","content":"Operational trigger received from salesforce for Nexus AI ($461k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$461k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01784","actor":"rep_01","timestamp":"2026-02-04T09:00:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01784:01","content":"record reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01784","actor":"rep_01","timestamp":"2026-02-04T09:07:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01784","object":"record:crm_01784:02","content":"ad hoc resolution 01784 recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01784\", entity=\"Nexus AI\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01784\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01784","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01784\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01784","actor":"rep_01","timestamp":"2026-02-04T09:14:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01784:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01784)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01784\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":70,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01784\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01785","actor":"rep_20","actor_name":"Maya Patel","company":"Stripe Technologies","opened_at":"2026-03-15T23:51:00.000Z","closed_at":"2026-03-16T00:12:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from slack for Stripe Technologies ($63k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01785"],"decision_points":["ad_hoc_resolution_01785"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01785","actor":"rep_20","timestamp":"2026-03-15T23:51:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01785:00","content":"Operational trigger received from slack for Stripe Technologies ($63k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":254,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$63k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01785","actor":"rep_20","timestamp":"2026-03-15T23:58:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01785:01","content":"message reviewed recorded for Stripe Technologies","tool":"slack","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01785","actor":"rep_20","timestamp":"2026-03-16T00:05:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01785","object":"record:crm_01785:02","content":"ad hoc resolution 01785 recorded for Stripe Technologies","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01785\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01785\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01785","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01785\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01785","actor":"rep_20","timestamp":"2026-03-16T00:12:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01785:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01785)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01785\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":265,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01785\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01786","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-02-05T03:21:00.000Z","closed_at":"2026-02-05T03:42:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($449k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01786"],"decision_points":["ad_hoc_resolution_01786"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01786","actor":"rep_32","timestamp":"2026-02-05T03:21:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01786:00","content":"Operational trigger received from gmail for FinTech Global ($449k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":189,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$449k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01786","actor":"rep_32","timestamp":"2026-02-05T03:28:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01786:01","content":"document reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01786","actor":"rep_32","timestamp":"2026-02-05T03:35:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01786","object":"record:crm_01786:02","content":"ad hoc resolution 01786 recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01786\", entity=\"FinTech Global\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01786\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01786","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01786\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01786","actor":"rep_32","timestamp":"2026-02-05T03:42:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01786:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01786)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01786\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":205,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01786\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01787","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-01-12T19:12:00.000Z","closed_at":"2026-01-12T19:33:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($211k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01787"],"decision_points":["ad_hoc_resolution_01787"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01787","actor":"rep_37","timestamp":"2026-01-12T19:12:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01787:00","content":"Operational trigger received from gmail for Nexus AI ($211k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":276,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$211k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01787","actor":"rep_37","timestamp":"2026-01-12T19:19:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01787:01","content":"message reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01787","actor":"rep_37","timestamp":"2026-01-12T19:26:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01787","object":"record:crm_01787:02","content":"ad hoc resolution 01787 recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01787\", entity=\"Nexus AI\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01787\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01787","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01787\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01787","actor":"rep_37","timestamp":"2026-01-12T19:33:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01787:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01787)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01787\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":258,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01787\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01788","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-15T20:26:00.000Z","closed_at":"2026-01-15T20:47:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from slack for Apex Retail Group ($202k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01788"],"decision_points":["ad_hoc_resolution_01788"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01788","actor":"rep_20","timestamp":"2026-01-15T20:26:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01788:00","content":"Operational trigger received from slack for Apex Retail Group ($202k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":111,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$202k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01788","actor":"rep_20","timestamp":"2026-01-15T20:33:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01788:01","content":"document reviewed recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01788","actor":"rep_20","timestamp":"2026-01-15T20:40:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01788","object":"record:crm_01788:02","content":"ad hoc resolution 01788 recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01788\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01788\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01788","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01788\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01788","actor":"rep_20","timestamp":"2026-01-15T20:47:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01788:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01788)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01788\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":223,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01788\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01789","actor":"rep_31","actor_name":"Aisha Taylor","company":"CloudScale Data","opened_at":"2026-02-07T16:33:00.000Z","closed_at":"2026-02-07T16:54:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from slack for CloudScale Data ($386k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01789"],"decision_points":["ad_hoc_resolution_01789"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01789","actor":"rep_31","timestamp":"2026-02-07T16:33:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01789:00","content":"Operational trigger received from slack for CloudScale Data ($386k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":213,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"CloudScale Data\",\"deal_size\":\"$386k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01789","actor":"rep_31","timestamp":"2026-02-07T16:40:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01789:01","content":"record reviewed recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01789","actor":"rep_31","timestamp":"2026-02-07T16:47:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01789","object":"record:crm_01789:02","content":"ad hoc resolution 01789 recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01789\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01789\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01789","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01789\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01789","actor":"rep_31","timestamp":"2026-02-07T16:54:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01789:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01789)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01789\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01789\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01790","actor":"rep_20","actor_name":"Maya Patel","company":"Pinnacle Media","opened_at":"2026-01-28T05:28:00.000Z","closed_at":"2026-01-28T05:49:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from slack for Pinnacle Media ($305k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01790"],"decision_points":["ad_hoc_resolution_01790"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01790","actor":"rep_20","timestamp":"2026-01-28T05:28:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01790:00","content":"Operational trigger received from slack for Pinnacle Media ($305k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":121,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$305k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01790","actor":"rep_20","timestamp":"2026-01-28T05:35:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01790:01","content":"document reviewed recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01790","actor":"rep_20","timestamp":"2026-01-28T05:42:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01790","object":"record:crm_01790:02","content":"ad hoc resolution 01790 recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01790\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01790\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01790","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01790\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01790","actor":"rep_20","timestamp":"2026-01-28T05:49:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01790:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01790)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01790\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":53,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01790\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01791","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-02-09T23:43:00.000Z","closed_at":"2026-02-10T00:04:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($254k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01791"],"decision_points":["ad_hoc_resolution_01791"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01791","actor":"rep_37","timestamp":"2026-02-09T23:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01791:00","content":"Operational trigger received from gmail for NovaBio Labs ($254k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":145,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$254k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01791","actor":"rep_37","timestamp":"2026-02-09T23:50:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01791:01","content":"record reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01791","actor":"rep_37","timestamp":"2026-02-09T23:57:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01791","object":"record:crm_01791:02","content":"ad hoc resolution 01791 recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01791\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01791\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01791","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01791\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01791","actor":"rep_37","timestamp":"2026-02-10T00:04:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01791:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01791)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01791\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":78,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01791\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01792","actor":"rep_20","actor_name":"Maya Patel","company":"Meridian Logistics","opened_at":"2026-03-30T22:08:00.000Z","closed_at":"2026-03-30T22:29:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from slack for Meridian Logistics ($152k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01792"],"decision_points":["ad_hoc_resolution_01792"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01792","actor":"rep_20","timestamp":"2026-03-30T22:08:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01792:00","content":"Operational trigger received from slack for Meridian Logistics ($152k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":97,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$152k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01792","actor":"rep_20","timestamp":"2026-03-30T22:15:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01792:01","content":"document reviewed recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01792","actor":"rep_20","timestamp":"2026-03-30T22:22:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01792","object":"record:crm_01792:02","content":"ad hoc resolution 01792 recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01792\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01792\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01792","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01792\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01792","actor":"rep_20","timestamp":"2026-03-30T22:29:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01792:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01792)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01792\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":78,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01792\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01793","actor":"rep_14","actor_name":"Rachel Adams","company":"Meridian Logistics","opened_at":"2026-02-23T17:40:00.000Z","closed_at":"2026-02-23T18:01:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($371k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01793"],"decision_points":["ad_hoc_resolution_01793"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01793","actor":"rep_14","timestamp":"2026-02-23T17:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01793:00","content":"Operational trigger received from salesforce for Meridian Logistics ($371k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":184,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$371k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01793","actor":"rep_14","timestamp":"2026-02-23T17:47:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01793:01","content":"document reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01793","actor":"rep_14","timestamp":"2026-02-23T17:54:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01793","object":"record:crm_01793:02","content":"ad hoc resolution 01793 recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01793\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01793\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01793","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01793\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01793","actor":"rep_14","timestamp":"2026-02-23T18:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01793:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01793)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01793\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01793\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01794","actor":"rep_09","actor_name":"Elena Rostova","company":"OmniChannel Inc","opened_at":"2026-03-21T07:02:00.000Z","closed_at":"2026-03-21T07:23:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($318k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01794"],"decision_points":["ad_hoc_resolution_01794"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01794","actor":"rep_09","timestamp":"2026-03-21T07:02:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01794:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($318k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$318k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01794","actor":"rep_09","timestamp":"2026-03-21T07:09:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01794:01","content":"document reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01794","actor":"rep_09","timestamp":"2026-03-21T07:16:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01794","object":"record:crm_01794:02","content":"ad hoc resolution 01794 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01794\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01794\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01794","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01794\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01794","actor":"rep_09","timestamp":"2026-03-21T07:23:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01794:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01794)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01794\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":205,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01794\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01795","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-03-07T22:09:00.000Z","closed_at":"2026-03-07T22:30:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($365k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01795"],"decision_points":["ad_hoc_resolution_01795"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01795","actor":"rep_11","timestamp":"2026-03-07T22:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01795:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($365k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":121,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$365k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01795","actor":"rep_11","timestamp":"2026-03-07T22:16:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01795:01","content":"record reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01795","actor":"rep_11","timestamp":"2026-03-07T22:23:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01795","object":"record:crm_01795:02","content":"ad hoc resolution 01795 recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01795\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01795\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01795","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01795\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01795","actor":"rep_11","timestamp":"2026-03-07T22:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01795:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01795)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01795\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01795\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01796","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-03-03T04:35:00.000Z","closed_at":"2026-03-03T04:56:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($133k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01796"],"decision_points":["ad_hoc_resolution_01796"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01796","actor":"rep_06","timestamp":"2026-03-03T04:35:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01796:00","content":"Operational trigger received from salesforce for Stripe Technologies ($133k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$133k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01796","actor":"rep_06","timestamp":"2026-03-03T04:42:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01796:01","content":"record reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01796","actor":"rep_06","timestamp":"2026-03-03T04:49:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01796","object":"record:crm_01796:02","content":"ad hoc resolution 01796 recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01796\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01796\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01796","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01796\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01796","actor":"rep_06","timestamp":"2026-03-03T04:56:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01796:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01796)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01796\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":73,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01796\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01797","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-02-16T15:39:00.000Z","closed_at":"2026-02-16T16:00:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from slack for Catalyst Software ($58k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01797"],"decision_points":["ad_hoc_resolution_01797"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01797","actor":"rep_09","timestamp":"2026-02-16T15:39:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01797:00","content":"Operational trigger received from slack for Catalyst Software ($58k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":230,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Catalyst Software\",\"deal_size\":\"$58k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01797","actor":"rep_09","timestamp":"2026-02-16T15:46:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01797:01","content":"document reviewed recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01797","actor":"rep_09","timestamp":"2026-02-16T15:53:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01797","object":"record:crm_01797:02","content":"ad hoc resolution 01797 recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01797\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01797\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01797","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01797\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01797","actor":"rep_09","timestamp":"2026-02-16T16:00:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01797:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01797)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01797\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":190,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01797\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01798","actor":"rep_20","actor_name":"Maya Patel","company":"Vanguard Financial","opened_at":"2026-01-09T12:43:00.000Z","closed_at":"2026-01-09T13:04:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($311k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01798"],"decision_points":["ad_hoc_resolution_01798"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01798","actor":"rep_20","timestamp":"2026-01-09T12:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01798:00","content":"Operational trigger received from salesforce for Vanguard Financial ($311k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":116,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$311k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01798","actor":"rep_20","timestamp":"2026-01-09T12:50:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01798:01","content":"message reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01798","actor":"rep_20","timestamp":"2026-01-09T12:57:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01798","object":"record:crm_01798:02","content":"ad hoc resolution 01798 recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01798\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01798\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01798","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01798\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01798","actor":"rep_20","timestamp":"2026-01-09T13:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01798:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01798)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01798\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01798\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01799","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-01-11T23:49:00.000Z","closed_at":"2026-01-12T00:10:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($52k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01799"],"decision_points":["ad_hoc_resolution_01799"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01799","actor":"rep_37","timestamp":"2026-01-11T23:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01799:00","content":"Operational trigger received from salesforce for Vertex Cyber ($52k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$52k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01799","actor":"rep_37","timestamp":"2026-01-11T23:56:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01799:01","content":"document reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01799","actor":"rep_37","timestamp":"2026-01-12T00:03:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01799","object":"record:crm_01799:02","content":"ad hoc resolution 01799 recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01799\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01799\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01799","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01799\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01799","actor":"rep_37","timestamp":"2026-01-12T00:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01799:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01799)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01799\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":72,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01799\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01800","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-03-04T05:50:00.000Z","closed_at":"2026-03-04T06:11:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($216k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01800"],"decision_points":["ad_hoc_resolution_01800"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01800","actor":"rep_06","timestamp":"2026-03-04T05:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01800:00","content":"Operational trigger received from salesforce for NovaBio Labs ($216k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":63,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$216k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01800","actor":"rep_06","timestamp":"2026-03-04T05:57:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01800:01","content":"document reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01800","actor":"rep_06","timestamp":"2026-03-04T06:04:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01800","object":"record:crm_01800:02","content":"ad hoc resolution 01800 recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01800\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01800\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01800","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01800\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01800","actor":"rep_06","timestamp":"2026-03-04T06:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01800:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01800)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01800\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":62,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01800\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01801","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-01-28T00:12:00.000Z","closed_at":"2026-01-28T00:33:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from slack for Nexus AI ($390k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01801"],"decision_points":["ad_hoc_resolution_01801"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01801","actor":"rep_32","timestamp":"2026-01-28T00:12:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01801:00","content":"Operational trigger received from slack for Nexus AI ($390k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":52,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Nexus AI\",\"deal_size\":\"$390k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01801","actor":"rep_32","timestamp":"2026-01-28T00:19:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01801:01","content":"document reviewed recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":76,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01801","actor":"rep_32","timestamp":"2026-01-28T00:26:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01801","object":"record:crm_01801:02","content":"ad hoc resolution 01801 recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01801\", entity=\"Nexus AI\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01801\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01801","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01801\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01801","actor":"rep_32","timestamp":"2026-01-28T00:33:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01801:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01801)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01801\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":196,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01801\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01802","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vanguard Financial","opened_at":"2026-03-25T06:35:00.000Z","closed_at":"2026-03-25T06:56:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from slack for Vanguard Financial ($210k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01802"],"decision_points":["ad_hoc_resolution_01802"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01802","actor":"rep_37","timestamp":"2026-03-25T06:35:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01802:00","content":"Operational trigger received from slack for Vanguard Financial ($210k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":284,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$210k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01802","actor":"rep_37","timestamp":"2026-03-25T06:42:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01802:01","content":"record reviewed recorded for Vanguard Financial","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01802","actor":"rep_37","timestamp":"2026-03-25T06:49:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01802","object":"record:crm_01802:02","content":"ad hoc resolution 01802 recorded for Vanguard Financial","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01802\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01802\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01802","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01802\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01802","actor":"rep_37","timestamp":"2026-03-25T06:56:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01802:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01802)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01802\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":155,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01802\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01803","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-01-04T10:48:00.000Z","closed_at":"2026-01-04T11:09:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($416k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01803"],"decision_points":["ad_hoc_resolution_01803"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01803","actor":"rep_37","timestamp":"2026-01-04T10:48:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01803:00","content":"Operational trigger received from gmail for Stripe Technologies ($416k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":259,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$416k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01803","actor":"rep_37","timestamp":"2026-01-04T10:55:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01803:01","content":"record reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01803","actor":"rep_37","timestamp":"2026-01-04T11:02:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01803","object":"record:crm_01803:02","content":"ad hoc resolution 01803 recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01803\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01803\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01803","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01803\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01803","actor":"rep_37","timestamp":"2026-01-04T11:09:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01803:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01803)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01803\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":252,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01803\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01804","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-03-15T09:04:00.000Z","closed_at":"2026-03-15T09:25:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from slack for Acme Health Systems ($277k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01804"],"decision_points":["ad_hoc_resolution_01804"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01804","actor":"rep_20","timestamp":"2026-03-15T09:04:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01804:00","content":"Operational trigger received from slack for Acme Health Systems ($277k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":207,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$277k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01804","actor":"rep_20","timestamp":"2026-03-15T09:11:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01804:01","content":"message reviewed recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01804","actor":"rep_20","timestamp":"2026-03-15T09:18:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01804","object":"record:crm_01804:02","content":"ad hoc resolution 01804 recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01804\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01804\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01804","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01804\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01804","actor":"rep_20","timestamp":"2026-03-15T09:25:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01804:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01804)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01804\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":94,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01804\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01805","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-01-28T05:18:00.000Z","closed_at":"2026-01-28T05:39:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from slack for Pinnacle Media ($243k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01805"],"decision_points":["ad_hoc_resolution_01805"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01805","actor":"rep_19","timestamp":"2026-01-28T05:18:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01805:00","content":"Operational trigger received from slack for Pinnacle Media ($243k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":214,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$243k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01805","actor":"rep_19","timestamp":"2026-01-28T05:25:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01805:01","content":"record reviewed recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01805","actor":"rep_19","timestamp":"2026-01-28T05:32:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01805","object":"record:crm_01805:02","content":"ad hoc resolution 01805 recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01805\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01805\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01805","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01805\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01805","actor":"rep_19","timestamp":"2026-01-28T05:39:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01805:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01805)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01805\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01805\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01806","actor":"rep_19","actor_name":"James Wilson","company":"Nexus AI","opened_at":"2026-02-28T16:07:00.000Z","closed_at":"2026-02-28T16:28:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($450k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01806"],"decision_points":["ad_hoc_resolution_01806"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01806","actor":"rep_19","timestamp":"2026-02-28T16:07:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01806:00","content":"Operational trigger received from gmail for Nexus AI ($450k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":194,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$450k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01806","actor":"rep_19","timestamp":"2026-02-28T16:14:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01806:01","content":"record reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01806","actor":"rep_19","timestamp":"2026-02-28T16:21:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01806","object":"record:crm_01806:02","content":"ad hoc resolution 01806 recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01806\", entity=\"Nexus AI\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01806\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01806","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01806\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01806","actor":"rep_19","timestamp":"2026-02-28T16:28:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01806:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01806)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01806\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":92,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01806\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01807","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-01-07T15:58:00.000Z","closed_at":"2026-01-07T16:19:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($419k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01807"],"decision_points":["ad_hoc_resolution_01807"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01807","actor":"rep_11","timestamp":"2026-01-07T15:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01807:00","content":"Operational trigger received from salesforce for Catalyst Software ($419k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$419k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01807","actor":"rep_11","timestamp":"2026-01-07T16:05:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01807:01","content":"document reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01807","actor":"rep_11","timestamp":"2026-01-07T16:12:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01807","object":"record:crm_01807:02","content":"ad hoc resolution 01807 recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01807\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01807\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01807","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01807\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01807","actor":"rep_11","timestamp":"2026-01-07T16:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01807:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01807)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01807\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":94,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01807\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01808","actor":"rep_19","actor_name":"James Wilson","company":"Catalyst Software","opened_at":"2026-01-20T09:23:00.000Z","closed_at":"2026-01-20T09:44:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($129k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01808"],"decision_points":["ad_hoc_resolution_01808"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01808","actor":"rep_19","timestamp":"2026-01-20T09:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01808:00","content":"Operational trigger received from salesforce for Catalyst Software ($129k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":220,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$129k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01808","actor":"rep_19","timestamp":"2026-01-20T09:30:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01808:01","content":"document reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01808","actor":"rep_19","timestamp":"2026-01-20T09:37:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01808","object":"record:crm_01808:02","content":"ad hoc resolution 01808 recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01808\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01808\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01808","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01808\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01808","actor":"rep_19","timestamp":"2026-01-20T09:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01808:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01808)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01808\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01808\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01809","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-03-05T05:01:00.000Z","closed_at":"2026-03-05T05:22:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from slack for OmniChannel Inc ($211k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01809"],"decision_points":["ad_hoc_resolution_01809"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01809","actor":"rep_25","timestamp":"2026-03-05T05:01:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01809:00","content":"Operational trigger received from slack for OmniChannel Inc ($211k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$211k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01809","actor":"rep_25","timestamp":"2026-03-05T05:08:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01809:01","content":"record reviewed recorded for OmniChannel Inc","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01809","actor":"rep_25","timestamp":"2026-03-05T05:15:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01809","object":"record:crm_01809:02","content":"ad hoc resolution 01809 recorded for OmniChannel Inc","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01809\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01809\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01809","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01809\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01809","actor":"rep_25","timestamp":"2026-03-05T05:22:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01809:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01809)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01809\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01809\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01810","actor":"rep_01","actor_name":"Sarah Chen","company":"Sentinel Networks","opened_at":"2026-01-03T14:04:00.000Z","closed_at":"2026-01-03T14:25:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($322k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01810"],"decision_points":["ad_hoc_resolution_01810"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01810","actor":"rep_01","timestamp":"2026-01-03T14:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01810:00","content":"Operational trigger received from hubspot for Sentinel Networks ($322k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":54,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$322k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01810","actor":"rep_01","timestamp":"2026-01-03T14:11:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01810:01","content":"document reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01810","actor":"rep_01","timestamp":"2026-01-03T14:18:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01810","object":"record:crm_01810:02","content":"ad hoc resolution 01810 recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01810\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01810\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01810","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01810\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01810","actor":"rep_01","timestamp":"2026-01-03T14:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01810:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01810)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01810\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01810\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01811","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-02-23T07:10:00.000Z","closed_at":"2026-02-23T07:31:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($259k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01811"],"decision_points":["ad_hoc_resolution_01811"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01811","actor":"rep_06","timestamp":"2026-02-23T07:10:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01811:00","content":"Operational trigger received from hubspot for Stripe Technologies ($259k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":58,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$259k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01811","actor":"rep_06","timestamp":"2026-02-23T07:17:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01811:01","content":"message reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01811","actor":"rep_06","timestamp":"2026-02-23T07:24:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01811","object":"record:crm_01811:02","content":"ad hoc resolution 01811 recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01811\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01811\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01811","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01811\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01811","actor":"rep_06","timestamp":"2026-02-23T07:31:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01811:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01811)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01811\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":47,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01811\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01812","actor":"rep_20","actor_name":"Maya Patel","company":"CloudScale Data","opened_at":"2026-02-01T15:35:00.000Z","closed_at":"2026-02-01T15:56:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($337k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01812"],"decision_points":["ad_hoc_resolution_01812"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01812","actor":"rep_20","timestamp":"2026-02-01T15:35:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01812:00","content":"Operational trigger received from gmail for CloudScale Data ($337k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$337k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01812","actor":"rep_20","timestamp":"2026-02-01T15:42:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01812:01","content":"record reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01812","actor":"rep_20","timestamp":"2026-02-01T15:49:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01812","object":"record:crm_01812:02","content":"ad hoc resolution 01812 recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01812\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01812\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01812","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01812\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01812","actor":"rep_20","timestamp":"2026-02-01T15:56:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01812:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01812)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01812\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":253,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01812\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01813","actor":"rep_11","actor_name":"David Kim","company":"Sentinel Networks","opened_at":"2026-01-27T07:44:00.000Z","closed_at":"2026-01-27T08:05:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($241k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01813"],"decision_points":["ad_hoc_resolution_01813"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01813","actor":"rep_11","timestamp":"2026-01-27T07:44:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01813:00","content":"Operational trigger received from hubspot for Sentinel Networks ($241k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":262,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$241k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01813","actor":"rep_11","timestamp":"2026-01-27T07:51:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01813:01","content":"document reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01813","actor":"rep_11","timestamp":"2026-01-27T07:58:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01813","object":"record:crm_01813:02","content":"ad hoc resolution 01813 recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01813\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01813\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01813","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01813\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01813","actor":"rep_11","timestamp":"2026-01-27T08:05:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01813:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01813)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01813\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":180,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01813\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01814","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-02-04T12:54:00.000Z","closed_at":"2026-02-04T13:15:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($177k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01814"],"decision_points":["ad_hoc_resolution_01814"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01814","actor":"rep_37","timestamp":"2026-02-04T12:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01814:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($177k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01814","actor":"rep_37","timestamp":"2026-02-04T13:01:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01814:01","content":"record reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01814","actor":"rep_37","timestamp":"2026-02-04T13:08:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01814","object":"record:crm_01814:02","content":"ad hoc resolution 01814 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01814\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01814\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01814","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01814\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01814","actor":"rep_37","timestamp":"2026-02-04T13:15:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01814:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01814)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01814\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":232,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01814\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01815","actor":"rep_20","actor_name":"Maya Patel","company":"Pinnacle Media","opened_at":"2026-03-28T17:58:00.000Z","closed_at":"2026-03-28T18:19:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($140k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01815"],"decision_points":["ad_hoc_resolution_01815"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01815","actor":"rep_20","timestamp":"2026-03-28T17:58:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01815:00","content":"Operational trigger received from gmail for Pinnacle Media ($140k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":100,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$140k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01815","actor":"rep_20","timestamp":"2026-03-28T18:05:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01815:01","content":"message reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01815","actor":"rep_20","timestamp":"2026-03-28T18:12:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01815","object":"record:crm_01815:02","content":"ad hoc resolution 01815 recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01815\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01815\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01815","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01815\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01815","actor":"rep_20","timestamp":"2026-03-28T18:19:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01815:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01815)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01815\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":128,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01815\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01816","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-02-14T15:17:00.000Z","closed_at":"2026-02-14T15:38:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($319k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01816"],"decision_points":["ad_hoc_resolution_01816"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01816","actor":"rep_31","timestamp":"2026-02-14T15:17:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01816:00","content":"Operational trigger received from gmail for Catalyst Software ($319k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$319k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01816","actor":"rep_31","timestamp":"2026-02-14T15:24:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01816:01","content":"message reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01816","actor":"rep_31","timestamp":"2026-02-14T15:31:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01816","object":"record:crm_01816:02","content":"ad hoc resolution 01816 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01816\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01816\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01816","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01816\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01816","actor":"rep_31","timestamp":"2026-02-14T15:38:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01816:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01816)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01816\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":252,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01816\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01817","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-03-26T13:57:00.000Z","closed_at":"2026-03-26T14:18:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($229k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01817"],"decision_points":["ad_hoc_resolution_01817"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01817","actor":"rep_01","timestamp":"2026-03-26T13:57:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01817:00","content":"Operational trigger received from hubspot for Nexus AI ($229k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":216,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$229k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01817","actor":"rep_01","timestamp":"2026-03-26T14:04:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01817:01","content":"message reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01817","actor":"rep_01","timestamp":"2026-03-26T14:11:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01817","object":"record:crm_01817:02","content":"ad hoc resolution 01817 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01817\", entity=\"Nexus AI\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01817\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01817","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01817\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01817","actor":"rep_01","timestamp":"2026-03-26T14:18:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01817:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01817)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01817\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":217,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01817\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01818","actor":"rep_11","actor_name":"David Kim","company":"Sentinel Networks","opened_at":"2026-03-11T00:29:00.000Z","closed_at":"2026-03-11T00:50:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from slack for Sentinel Networks ($328k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01818"],"decision_points":["ad_hoc_resolution_01818"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01818","actor":"rep_11","timestamp":"2026-03-11T00:29:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01818:00","content":"Operational trigger received from slack for Sentinel Networks ($328k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$328k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01818","actor":"rep_11","timestamp":"2026-03-11T00:36:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01818:01","content":"record reviewed recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01818","actor":"rep_11","timestamp":"2026-03-11T00:43:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01818","object":"record:crm_01818:02","content":"ad hoc resolution 01818 recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01818\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01818\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01818","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01818\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01818","actor":"rep_11","timestamp":"2026-03-11T00:50:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01818:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01818)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01818\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":67,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01818\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01819","actor":"rep_06","actor_name":"Marcus Vance","company":"Nexus AI","opened_at":"2026-02-26T13:03:00.000Z","closed_at":"2026-02-26T13:24:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($293k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01819"],"decision_points":["ad_hoc_resolution_01819"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01819","actor":"rep_06","timestamp":"2026-02-26T13:03:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01819:00","content":"Operational trigger received from gmail for Nexus AI ($293k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$293k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01819","actor":"rep_06","timestamp":"2026-02-26T13:10:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01819:01","content":"document reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01819","actor":"rep_06","timestamp":"2026-02-26T13:17:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01819","object":"record:crm_01819:02","content":"ad hoc resolution 01819 recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01819\", entity=\"Nexus AI\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01819\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01819","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01819\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01819","actor":"rep_06","timestamp":"2026-02-26T13:24:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01819:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01819)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01819\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":191,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01819\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01820","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-01-06T17:14:00.000Z","closed_at":"2026-01-06T17:35:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($53k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01820"],"decision_points":["ad_hoc_resolution_01820"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01820","actor":"rep_25","timestamp":"2026-01-06T17:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01820:00","content":"Operational trigger received from salesforce for Apex Retail Group ($53k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$53k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01820","actor":"rep_25","timestamp":"2026-01-06T17:21:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01820:01","content":"record reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01820","actor":"rep_25","timestamp":"2026-01-06T17:28:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01820","object":"record:crm_01820:02","content":"ad hoc resolution 01820 recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01820\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01820\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01820","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01820\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01820","actor":"rep_25","timestamp":"2026-01-06T17:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01820:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01820)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01820\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":223,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01820\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01821","actor":"rep_19","actor_name":"James Wilson","company":"Vanguard Financial","opened_at":"2026-03-08T17:00:00.000Z","closed_at":"2026-03-08T17:21:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($395k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01821"],"decision_points":["ad_hoc_resolution_01821"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01821","actor":"rep_19","timestamp":"2026-03-08T17:00:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01821:00","content":"Operational trigger received from hubspot for Vanguard Financial ($395k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":276,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$395k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01821","actor":"rep_19","timestamp":"2026-03-08T17:07:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01821:01","content":"document reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01821","actor":"rep_19","timestamp":"2026-03-08T17:14:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01821","object":"record:crm_01821:02","content":"ad hoc resolution 01821 recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01821\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01821\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01821","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01821\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01821","actor":"rep_19","timestamp":"2026-03-08T17:21:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01821:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01821)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01821\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":229,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01821\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01822","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-02-22T05:53:00.000Z","closed_at":"2026-02-22T06:14:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from slack for Acme Health Systems ($112k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01822"],"decision_points":["ad_hoc_resolution_01822"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01822","actor":"rep_09","timestamp":"2026-02-22T05:53:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01822:00","content":"Operational trigger received from slack for Acme Health Systems ($112k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":73,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$112k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01822","actor":"rep_09","timestamp":"2026-02-22T06:00:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01822:01","content":"record reviewed recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":60,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01822","actor":"rep_09","timestamp":"2026-02-22T06:07:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01822","object":"record:crm_01822:02","content":"ad hoc resolution 01822 recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01822\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01822\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01822","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01822\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01822","actor":"rep_09","timestamp":"2026-02-22T06:14:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01822:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01822)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01822\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":126,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01822\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01823","actor":"rep_32","actor_name":"Liam O'Connor","company":"Catalyst Software","opened_at":"2026-03-09T17:46:00.000Z","closed_at":"2026-03-09T18:07:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($321k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01823"],"decision_points":["ad_hoc_resolution_01823"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01823","actor":"rep_32","timestamp":"2026-03-09T17:46:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01823:00","content":"Operational trigger received from gmail for Catalyst Software ($321k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":50,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$321k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01823","actor":"rep_32","timestamp":"2026-03-09T17:53:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01823:01","content":"record reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01823","actor":"rep_32","timestamp":"2026-03-09T18:00:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01823","object":"record:crm_01823:02","content":"ad hoc resolution 01823 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01823\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01823\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01823","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01823\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01823","actor":"rep_32","timestamp":"2026-03-09T18:07:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01823:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01823)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01823\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":111,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01823\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01824","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-01-19T20:28:00.000Z","closed_at":"2026-01-19T20:49:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($404k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01824"],"decision_points":["ad_hoc_resolution_01824"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01824","actor":"rep_09","timestamp":"2026-01-19T20:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01824:00","content":"Operational trigger received from salesforce for NovaBio Labs ($404k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":157,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$404k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01824","actor":"rep_09","timestamp":"2026-01-19T20:35:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01824:01","content":"record reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01824","actor":"rep_09","timestamp":"2026-01-19T20:42:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01824","object":"record:crm_01824:02","content":"ad hoc resolution 01824 recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01824\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01824\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01824","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01824\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01824","actor":"rep_09","timestamp":"2026-01-19T20:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01824:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01824)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01824\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":281,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01824\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01825","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-03-04T17:43:00.000Z","closed_at":"2026-03-04T18:04:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($293k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01825"],"decision_points":["ad_hoc_resolution_01825"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01825","actor":"rep_37","timestamp":"2026-03-04T17:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01825:00","content":"Operational trigger received from gmail for Nexus AI ($293k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$293k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01825","actor":"rep_37","timestamp":"2026-03-04T17:50:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01825:01","content":"record reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":240,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01825","actor":"rep_37","timestamp":"2026-03-04T17:57:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01825","object":"record:crm_01825:02","content":"ad hoc resolution 01825 recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01825\", entity=\"Nexus AI\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01825\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01825","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01825\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01825","actor":"rep_37","timestamp":"2026-03-04T18:04:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01825:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01825)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01825\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":203,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01825\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01826","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-03-30T07:59:00.000Z","closed_at":"2026-03-30T08:20:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from slack for Catalyst Software ($160k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01826"],"decision_points":["ad_hoc_resolution_01826"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01826","actor":"rep_01","timestamp":"2026-03-30T07:59:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01826:00","content":"Operational trigger received from slack for Catalyst Software ($160k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":95,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Catalyst Software\",\"deal_size\":\"$160k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01826","actor":"rep_01","timestamp":"2026-03-30T08:06:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01826:01","content":"message reviewed recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01826","actor":"rep_01","timestamp":"2026-03-30T08:13:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01826","object":"record:crm_01826:02","content":"ad hoc resolution 01826 recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01826\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01826\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01826","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01826\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01826","actor":"rep_01","timestamp":"2026-03-30T08:20:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01826:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01826)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01826\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01826\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01827","actor":"rep_31","actor_name":"Aisha Taylor","company":"Apex Retail Group","opened_at":"2026-03-01T14:54:00.000Z","closed_at":"2026-03-01T15:15:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($415k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01827"],"decision_points":["ad_hoc_resolution_01827"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01827","actor":"rep_31","timestamp":"2026-03-01T14:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01827:00","content":"Operational trigger received from salesforce for Apex Retail Group ($415k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":230,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$415k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01827","actor":"rep_31","timestamp":"2026-03-01T15:01:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01827:01","content":"message reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01827","actor":"rep_31","timestamp":"2026-03-01T15:08:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01827","object":"record:crm_01827:02","content":"ad hoc resolution 01827 recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01827\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01827\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01827","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01827\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01827","actor":"rep_31","timestamp":"2026-03-01T15:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01827:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01827)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01827\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":191,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01827\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01828","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-01-18T03:24:00.000Z","closed_at":"2026-01-18T03:45:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($318k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01828"],"decision_points":["ad_hoc_resolution_01828"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01828","actor":"rep_19","timestamp":"2026-01-18T03:24:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01828:00","content":"Operational trigger received from gmail for Sentinel Networks ($318k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$318k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01828","actor":"rep_19","timestamp":"2026-01-18T03:31:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01828:01","content":"document reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01828","actor":"rep_19","timestamp":"2026-01-18T03:38:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01828","object":"record:crm_01828:02","content":"ad hoc resolution 01828 recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01828\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01828\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01828","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01828\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01828","actor":"rep_19","timestamp":"2026-01-18T03:45:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01828:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01828)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01828\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01828\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01829","actor":"rep_20","actor_name":"Maya Patel","company":"Aura Therapeutics","opened_at":"2026-03-04T01:55:00.000Z","closed_at":"2026-03-04T02:16:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($142k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01829"],"decision_points":["ad_hoc_resolution_01829"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01829","actor":"rep_20","timestamp":"2026-03-04T01:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01829:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($142k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":149,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$142k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01829","actor":"rep_20","timestamp":"2026-03-04T02:02:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01829:01","content":"record reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01829","actor":"rep_20","timestamp":"2026-03-04T02:09:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01829","object":"record:crm_01829:02","content":"ad hoc resolution 01829 recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01829\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01829\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01829","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01829\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01829","actor":"rep_20","timestamp":"2026-03-04T02:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01829:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01829)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01829\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":253,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01829\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01830","actor":"rep_14","actor_name":"Rachel Adams","company":"Meridian Logistics","opened_at":"2026-02-15T01:22:00.000Z","closed_at":"2026-02-15T01:43:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($86k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01830"],"decision_points":["ad_hoc_resolution_01830"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01830","actor":"rep_14","timestamp":"2026-02-15T01:22:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01830:00","content":"Operational trigger received from hubspot for Meridian Logistics ($86k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":240,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$86k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01830","actor":"rep_14","timestamp":"2026-02-15T01:29:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01830:01","content":"document reviewed recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01830","actor":"rep_14","timestamp":"2026-02-15T01:36:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01830","object":"record:crm_01830:02","content":"ad hoc resolution 01830 recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01830\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01830\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01830","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01830\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01830","actor":"rep_14","timestamp":"2026-02-15T01:43:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01830:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01830)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01830\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":225,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01830\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01831","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-01-21T17:20:00.000Z","closed_at":"2026-01-21T17:41:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($101k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01831"],"decision_points":["ad_hoc_resolution_01831"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01831","actor":"rep_32","timestamp":"2026-01-21T17:20:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01831:00","content":"Operational trigger received from gmail for Pinnacle Media ($101k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$101k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01831","actor":"rep_32","timestamp":"2026-01-21T17:27:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01831:01","content":"document reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01831","actor":"rep_32","timestamp":"2026-01-21T17:34:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01831","object":"record:crm_01831:02","content":"ad hoc resolution 01831 recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01831\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01831\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01831","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01831\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01831","actor":"rep_32","timestamp":"2026-01-21T17:41:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01831:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01831)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01831\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":77,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01831\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01832","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-03-10T02:20:00.000Z","closed_at":"2026-03-10T02:41:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from slack for NovaBio Labs ($447k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01832"],"decision_points":["ad_hoc_resolution_01832"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01832","actor":"rep_14","timestamp":"2026-03-10T02:20:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01832:00","content":"Operational trigger received from slack for NovaBio Labs ($447k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":199,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$447k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01832","actor":"rep_14","timestamp":"2026-03-10T02:27:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01832:01","content":"message reviewed recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01832","actor":"rep_14","timestamp":"2026-03-10T02:34:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01832","object":"record:crm_01832:02","content":"ad hoc resolution 01832 recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01832\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01832\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01832","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01832\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01832","actor":"rep_14","timestamp":"2026-03-10T02:41:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01832:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01832)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01832\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01832\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01833","actor":"rep_19","actor_name":"James Wilson","company":"Nexus AI","opened_at":"2026-01-18T12:48:00.000Z","closed_at":"2026-01-18T13:09:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($349k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01833"],"decision_points":["ad_hoc_resolution_01833"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01833","actor":"rep_19","timestamp":"2026-01-18T12:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01833:00","content":"Operational trigger received from salesforce for Nexus AI ($349k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":69,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$349k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01833","actor":"rep_19","timestamp":"2026-01-18T12:55:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01833:01","content":"message reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01833","actor":"rep_19","timestamp":"2026-01-18T13:02:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01833","object":"record:crm_01833:02","content":"ad hoc resolution 01833 recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01833\", entity=\"Nexus AI\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01833\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01833","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01833\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01833","actor":"rep_19","timestamp":"2026-01-18T13:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01833:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01833)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01833\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":180,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01833\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01834","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-01-03T18:01:00.000Z","closed_at":"2026-01-03T18:22:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($309k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01834"],"decision_points":["ad_hoc_resolution_01834"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01834","actor":"rep_06","timestamp":"2026-01-03T18:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01834:00","content":"Operational trigger received from hubspot for NovaBio Labs ($309k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$309k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01834","actor":"rep_06","timestamp":"2026-01-03T18:08:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01834:01","content":"document reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01834","actor":"rep_06","timestamp":"2026-01-03T18:15:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01834","object":"record:crm_01834:02","content":"ad hoc resolution 01834 recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01834\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01834\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01834","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01834\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01834","actor":"rep_06","timestamp":"2026-01-03T18:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01834:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01834)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01834\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":282,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01834\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01835","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-03-09T09:50:00.000Z","closed_at":"2026-03-09T10:11:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($286k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01835"],"decision_points":["ad_hoc_resolution_01835"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01835","actor":"rep_14","timestamp":"2026-03-09T09:50:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01835:00","content":"Operational trigger received from hubspot for Beacon Energy ($286k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":196,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$286k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01835","actor":"rep_14","timestamp":"2026-03-09T09:57:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01835:01","content":"document reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01835","actor":"rep_14","timestamp":"2026-03-09T10:04:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01835","object":"record:crm_01835:02","content":"ad hoc resolution 01835 recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01835\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01835\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01835","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01835\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01835","actor":"rep_14","timestamp":"2026-03-09T10:11:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01835:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01835)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01835\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01835\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01836","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-03-12T07:08:00.000Z","closed_at":"2026-03-12T07:29:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($100k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01836"],"decision_points":["ad_hoc_resolution_01836"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01836","actor":"rep_37","timestamp":"2026-03-12T07:08:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01836:00","content":"Operational trigger received from gmail for Aura Therapeutics ($100k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$100k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01836","actor":"rep_37","timestamp":"2026-03-12T07:15:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01836:01","content":"message reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01836","actor":"rep_37","timestamp":"2026-03-12T07:22:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01836","object":"record:crm_01836:02","content":"ad hoc resolution 01836 recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01836\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01836\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01836","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01836\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01836","actor":"rep_37","timestamp":"2026-03-12T07:29:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01836:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01836)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01836\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01836\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01837","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-02-22T05:10:00.000Z","closed_at":"2026-02-22T05:31:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from slack for Meridian Logistics ($169k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01837"],"decision_points":["ad_hoc_resolution_01837"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01837","actor":"rep_06","timestamp":"2026-02-22T05:10:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01837:00","content":"Operational trigger received from slack for Meridian Logistics ($169k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":124,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$169k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01837","actor":"rep_06","timestamp":"2026-02-22T05:17:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01837:01","content":"record reviewed recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01837","actor":"rep_06","timestamp":"2026-02-22T05:24:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01837","object":"record:crm_01837:02","content":"ad hoc resolution 01837 recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01837\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01837\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01837","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01837\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01837","actor":"rep_06","timestamp":"2026-02-22T05:31:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01837:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01837)","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01837\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":141,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01837\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01838","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-03-19T19:39:00.000Z","closed_at":"2026-03-19T20:00:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($211k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01838"],"decision_points":["ad_hoc_resolution_01838"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01838","actor":"rep_09","timestamp":"2026-03-19T19:39:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01838:00","content":"Operational trigger received from gmail for Beacon Energy ($211k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$211k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01838","actor":"rep_09","timestamp":"2026-03-19T19:46:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01838:01","content":"document reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01838","actor":"rep_09","timestamp":"2026-03-19T19:53:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01838","object":"record:crm_01838:02","content":"ad hoc resolution 01838 recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01838\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01838\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01838","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01838\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01838","actor":"rep_09","timestamp":"2026-03-19T20:00:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01838:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01838)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01838\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":54,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01838\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01839","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vanguard Financial","opened_at":"2026-03-15T22:59:00.000Z","closed_at":"2026-03-15T23:20:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($296k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01839"],"decision_points":["ad_hoc_resolution_01839"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01839","actor":"rep_25","timestamp":"2026-03-15T22:59:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01839:00","content":"Operational trigger received from gmail for Vanguard Financial ($296k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":195,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$296k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01839","actor":"rep_25","timestamp":"2026-03-15T23:06:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01839:01","content":"record reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01839","actor":"rep_25","timestamp":"2026-03-15T23:13:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01839","object":"record:crm_01839:02","content":"ad hoc resolution 01839 recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01839\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01839\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01839","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01839\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01839","actor":"rep_25","timestamp":"2026-03-15T23:20:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01839:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01839)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01839\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01839\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01840","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-01-20T07:27:00.000Z","closed_at":"2026-01-20T07:48:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($246k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01840"],"decision_points":["ad_hoc_resolution_01840"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01840","actor":"rep_25","timestamp":"2026-01-20T07:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01840:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($246k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$246k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01840","actor":"rep_25","timestamp":"2026-01-20T07:34:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01840:01","content":"document reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01840","actor":"rep_25","timestamp":"2026-01-20T07:41:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01840","object":"record:crm_01840:02","content":"ad hoc resolution 01840 recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01840\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01840\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01840","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01840\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01840","actor":"rep_25","timestamp":"2026-01-20T07:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01840:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01840)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01840\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01840\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01841","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-01-23T21:43:00.000Z","closed_at":"2026-01-23T22:04:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($140k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01841"],"decision_points":["ad_hoc_resolution_01841"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01841","actor":"rep_11","timestamp":"2026-01-23T21:43:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01841:00","content":"Operational trigger received from salesforce for Catalyst Software ($140k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":255,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$140k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01841","actor":"rep_11","timestamp":"2026-01-23T21:50:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01841:01","content":"message reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01841","actor":"rep_11","timestamp":"2026-01-23T21:57:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01841","object":"record:crm_01841:02","content":"ad hoc resolution 01841 recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01841\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01841\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01841","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01841\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01841","actor":"rep_11","timestamp":"2026-01-23T22:04:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01841:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01841)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01841\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01841\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01842","actor":"rep_20","actor_name":"Maya Patel","company":"Sentinel Networks","opened_at":"2026-01-05T20:31:00.000Z","closed_at":"2026-01-05T20:52:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($152k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01842"],"decision_points":["ad_hoc_resolution_01842"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01842","actor":"rep_20","timestamp":"2026-01-05T20:31:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01842:00","content":"Operational trigger received from gmail for Sentinel Networks ($152k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$152k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01842","actor":"rep_20","timestamp":"2026-01-05T20:38:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01842:01","content":"record reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01842","actor":"rep_20","timestamp":"2026-01-05T20:45:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01842","object":"record:crm_01842:02","content":"ad hoc resolution 01842 recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01842\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01842\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01842","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01842\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01842","actor":"rep_20","timestamp":"2026-01-05T20:52:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01842:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01842)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01842\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":281,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01842\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01843","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-01-26T09:25:00.000Z","closed_at":"2026-01-26T09:46:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from slack for Pinnacle Media ($118k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01843"],"decision_points":["ad_hoc_resolution_01843"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01843","actor":"rep_11","timestamp":"2026-01-26T09:25:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01843:00","content":"Operational trigger received from slack for Pinnacle Media ($118k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":50,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$118k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01843","actor":"rep_11","timestamp":"2026-01-26T09:32:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01843:01","content":"record reviewed recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01843","actor":"rep_11","timestamp":"2026-01-26T09:39:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01843","object":"record:crm_01843:02","content":"ad hoc resolution 01843 recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01843\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01843\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01843","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01843\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01843","actor":"rep_11","timestamp":"2026-01-26T09:46:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01843:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01843)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01843\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":196,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01843\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01844","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-03-27T05:30:00.000Z","closed_at":"2026-03-27T05:51:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($83k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01844"],"decision_points":["ad_hoc_resolution_01844"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01844","actor":"rep_25","timestamp":"2026-03-27T05:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01844:00","content":"Operational trigger received from salesforce for Pinnacle Media ($83k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":161,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$83k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01844","actor":"rep_25","timestamp":"2026-03-27T05:37:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01844:01","content":"document reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01844","actor":"rep_25","timestamp":"2026-03-27T05:44:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01844","object":"record:crm_01844:02","content":"ad hoc resolution 01844 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01844\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01844\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01844","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01844\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01844","actor":"rep_25","timestamp":"2026-03-27T05:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01844:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01844)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01844\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":209,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01844\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01845","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-02-19T03:08:00.000Z","closed_at":"2026-02-19T03:29:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($324k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01845"],"decision_points":["ad_hoc_resolution_01845"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01845","actor":"rep_25","timestamp":"2026-02-19T03:08:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01845:00","content":"Operational trigger received from gmail for Nexus AI ($324k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":136,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$324k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01845","actor":"rep_25","timestamp":"2026-02-19T03:15:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01845:01","content":"record reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01845","actor":"rep_25","timestamp":"2026-02-19T03:22:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01845","object":"record:crm_01845:02","content":"ad hoc resolution 01845 recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01845\", entity=\"Nexus AI\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01845\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01845","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01845\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01845","actor":"rep_25","timestamp":"2026-02-19T03:29:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01845:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01845)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01845\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":241,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01845\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01846","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-03-20T14:19:00.000Z","closed_at":"2026-03-20T14:40:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($241k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01846"],"decision_points":["ad_hoc_resolution_01846"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01846","actor":"rep_11","timestamp":"2026-03-20T14:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01846:00","content":"Operational trigger received from salesforce for Pinnacle Media ($241k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":84,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$241k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01846","actor":"rep_11","timestamp":"2026-03-20T14:26:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01846:01","content":"document reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01846","actor":"rep_11","timestamp":"2026-03-20T14:33:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01846","object":"record:crm_01846:02","content":"ad hoc resolution 01846 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01846\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01846\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01846","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01846\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01846","actor":"rep_11","timestamp":"2026-03-20T14:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01846:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01846)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01846\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":187,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01846\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01847","actor":"rep_11","actor_name":"David Kim","company":"Apex Retail Group","opened_at":"2026-01-25T06:45:00.000Z","closed_at":"2026-01-25T07:06:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($448k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01847"],"decision_points":["ad_hoc_resolution_01847"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01847","actor":"rep_11","timestamp":"2026-01-25T06:45:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01847:00","content":"Operational trigger received from gmail for Apex Retail Group ($448k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":126,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$448k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01847","actor":"rep_11","timestamp":"2026-01-25T06:52:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01847:01","content":"record reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01847","actor":"rep_11","timestamp":"2026-01-25T06:59:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01847","object":"record:crm_01847:02","content":"ad hoc resolution 01847 recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01847\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01847\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01847","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01847\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01847","actor":"rep_11","timestamp":"2026-01-25T07:06:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01847:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01847)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01847\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":108,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01847\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01848","actor":"rep_32","actor_name":"Liam O'Connor","company":"Meridian Logistics","opened_at":"2026-03-06T16:27:00.000Z","closed_at":"2026-03-06T16:48:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($332k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01848"],"decision_points":["ad_hoc_resolution_01848"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01848","actor":"rep_32","timestamp":"2026-03-06T16:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01848:00","content":"Operational trigger received from salesforce for Meridian Logistics ($332k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":106,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$332k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01848","actor":"rep_32","timestamp":"2026-03-06T16:34:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01848:01","content":"record reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01848","actor":"rep_32","timestamp":"2026-03-06T16:41:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01848","object":"record:crm_01848:02","content":"ad hoc resolution 01848 recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01848\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01848\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01848","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01848\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01848","actor":"rep_32","timestamp":"2026-03-06T16:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01848:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01848)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01848\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01848\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01849","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-03-12T13:07:00.000Z","closed_at":"2026-03-12T13:28:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($425k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01849"],"decision_points":["ad_hoc_resolution_01849"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01849","actor":"rep_37","timestamp":"2026-03-12T13:07:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01849:00","content":"Operational trigger received from hubspot for Catalyst Software ($425k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$425k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01849","actor":"rep_37","timestamp":"2026-03-12T13:14:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01849:01","content":"record reviewed recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01849","actor":"rep_37","timestamp":"2026-03-12T13:21:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01849","object":"record:crm_01849:02","content":"ad hoc resolution 01849 recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01849\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01849\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01849","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01849\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01849","actor":"rep_37","timestamp":"2026-03-12T13:28:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01849:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01849)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01849\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":158,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01849\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01850","actor":"rep_31","actor_name":"Aisha Taylor","company":"Aura Therapeutics","opened_at":"2026-01-01T17:22:00.000Z","closed_at":"2026-01-01T17:43:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from slack for Aura Therapeutics ($152k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01850"],"decision_points":["ad_hoc_resolution_01850"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01850","actor":"rep_31","timestamp":"2026-01-01T17:22:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01850:00","content":"Operational trigger received from slack for Aura Therapeutics ($152k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":274,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$152k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01850","actor":"rep_31","timestamp":"2026-01-01T17:29:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01850:01","content":"record reviewed recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01850","actor":"rep_31","timestamp":"2026-01-01T17:36:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01850","object":"record:crm_01850:02","content":"ad hoc resolution 01850 recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01850\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01850\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01850","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01850\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01850","actor":"rep_31","timestamp":"2026-01-01T17:43:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01850:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01850)","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01850\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":247,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01850\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01851","actor":"rep_20","actor_name":"Maya Patel","company":"Aura Therapeutics","opened_at":"2026-01-13T11:16:00.000Z","closed_at":"2026-01-13T11:37:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($193k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01851"],"decision_points":["ad_hoc_resolution_01851"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01851","actor":"rep_20","timestamp":"2026-01-13T11:16:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01851:00","content":"Operational trigger received from gmail for Aura Therapeutics ($193k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":52,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$193k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01851","actor":"rep_20","timestamp":"2026-01-13T11:23:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01851:01","content":"document reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":269,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01851","actor":"rep_20","timestamp":"2026-01-13T11:30:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01851","object":"record:crm_01851:02","content":"ad hoc resolution 01851 recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01851\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01851\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01851","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01851\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01851","actor":"rep_20","timestamp":"2026-01-13T11:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01851:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01851)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01851\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01851\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01852","actor":"rep_31","actor_name":"Aisha Taylor","company":"CloudScale Data","opened_at":"2026-02-05T23:58:00.000Z","closed_at":"2026-02-06T00:19:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($412k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01852"],"decision_points":["ad_hoc_resolution_01852"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01852","actor":"rep_31","timestamp":"2026-02-05T23:58:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01852:00","content":"Operational trigger received from hubspot for CloudScale Data ($412k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":163,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$412k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01852","actor":"rep_31","timestamp":"2026-02-06T00:05:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01852:01","content":"message reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01852","actor":"rep_31","timestamp":"2026-02-06T00:12:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01852","object":"record:crm_01852:02","content":"ad hoc resolution 01852 recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01852\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01852\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01852","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01852\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01852","actor":"rep_31","timestamp":"2026-02-06T00:19:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01852:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01852)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01852\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":147,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01852\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01853","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-01-13T13:17:00.000Z","closed_at":"2026-01-13T13:38:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from slack for Catalyst Software ($365k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01853"],"decision_points":["ad_hoc_resolution_01853"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01853","actor":"rep_20","timestamp":"2026-01-13T13:17:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01853:00","content":"Operational trigger received from slack for Catalyst Software ($365k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Catalyst Software\",\"deal_size\":\"$365k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01853","actor":"rep_20","timestamp":"2026-01-13T13:24:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01853:01","content":"document reviewed recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":211,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01853","actor":"rep_20","timestamp":"2026-01-13T13:31:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01853","object":"record:crm_01853:02","content":"ad hoc resolution 01853 recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01853\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01853\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01853","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01853\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01853","actor":"rep_20","timestamp":"2026-01-13T13:38:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01853:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01853)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01853\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":197,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01853\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01854","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-01-16T17:40:00.000Z","closed_at":"2026-01-16T18:01:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from slack for Aura Therapeutics ($133k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01854"],"decision_points":["ad_hoc_resolution_01854"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01854","actor":"rep_37","timestamp":"2026-01-16T17:40:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01854:00","content":"Operational trigger received from slack for Aura Therapeutics ($133k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":119,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$133k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01854","actor":"rep_37","timestamp":"2026-01-16T17:47:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01854:01","content":"record reviewed recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01854","actor":"rep_37","timestamp":"2026-01-16T17:54:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01854","object":"record:crm_01854:02","content":"ad hoc resolution 01854 recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01854\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01854\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01854","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01854\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01854","actor":"rep_37","timestamp":"2026-01-16T18:01:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01854:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01854)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01854\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":218,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01854\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01855","actor":"rep_37","actor_name":"Sophia Zhang","company":"Pinnacle Media","opened_at":"2026-03-18T12:09:00.000Z","closed_at":"2026-03-18T12:30:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($110k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01855"],"decision_points":["ad_hoc_resolution_01855"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01855","actor":"rep_37","timestamp":"2026-03-18T12:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01855:00","content":"Operational trigger received from salesforce for Pinnacle Media ($110k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":232,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$110k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01855","actor":"rep_37","timestamp":"2026-03-18T12:16:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01855:01","content":"message reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01855","actor":"rep_37","timestamp":"2026-03-18T12:23:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01855","object":"record:crm_01855:02","content":"ad hoc resolution 01855 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01855\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01855\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01855","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01855\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01855","actor":"rep_37","timestamp":"2026-03-18T12:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01855:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01855)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01855\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":150,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01855\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01856","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-02-01T04:13:00.000Z","closed_at":"2026-02-01T04:34:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($146k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01856"],"decision_points":["ad_hoc_resolution_01856"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01856","actor":"rep_11","timestamp":"2026-02-01T04:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01856:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($146k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":179,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$146k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01856","actor":"rep_11","timestamp":"2026-02-01T04:20:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01856:01","content":"record reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01856","actor":"rep_11","timestamp":"2026-02-01T04:27:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01856","object":"record:crm_01856:02","content":"ad hoc resolution 01856 recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01856\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01856\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01856","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01856\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01856","actor":"rep_11","timestamp":"2026-02-01T04:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01856:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01856)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01856\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":160,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01856\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01857","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-02-01T12:00:00.000Z","closed_at":"2026-02-01T12:21:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($63k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01857"],"decision_points":["ad_hoc_resolution_01857"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01857","actor":"rep_19","timestamp":"2026-02-01T12:00:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01857:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($63k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$63k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01857","actor":"rep_19","timestamp":"2026-02-01T12:07:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01857:01","content":"message reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01857","actor":"rep_19","timestamp":"2026-02-01T12:14:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01857","object":"record:crm_01857:02","content":"ad hoc resolution 01857 recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01857\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01857\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01857","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01857\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01857","actor":"rep_19","timestamp":"2026-02-01T12:21:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01857:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01857)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01857\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01857\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01858","actor":"rep_20","actor_name":"Maya Patel","company":"Nexus AI","opened_at":"2026-03-29T07:59:00.000Z","closed_at":"2026-03-29T08:20:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from slack for Nexus AI ($364k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01858"],"decision_points":["ad_hoc_resolution_01858"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01858","actor":"rep_20","timestamp":"2026-03-29T07:59:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01858:00","content":"Operational trigger received from slack for Nexus AI ($364k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":89,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Nexus AI\",\"deal_size\":\"$364k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01858","actor":"rep_20","timestamp":"2026-03-29T08:06:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01858:01","content":"record reviewed recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01858","actor":"rep_20","timestamp":"2026-03-29T08:13:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01858","object":"record:crm_01858:02","content":"ad hoc resolution 01858 recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01858\", entity=\"Nexus AI\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01858\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01858","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01858\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01858","actor":"rep_20","timestamp":"2026-03-29T08:20:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01858:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01858)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01858\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":237,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01858\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01859","actor":"rep_19","actor_name":"James Wilson","company":"Meridian Logistics","opened_at":"2026-03-17T01:51:00.000Z","closed_at":"2026-03-17T02:12:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from slack for Meridian Logistics ($390k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01859"],"decision_points":["ad_hoc_resolution_01859"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01859","actor":"rep_19","timestamp":"2026-03-17T01:51:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01859:00","content":"Operational trigger received from slack for Meridian Logistics ($390k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":67,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$390k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01859","actor":"rep_19","timestamp":"2026-03-17T01:58:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01859:01","content":"document reviewed recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01859","actor":"rep_19","timestamp":"2026-03-17T02:05:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01859","object":"record:crm_01859:02","content":"ad hoc resolution 01859 recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01859\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01859\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01859","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01859\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01859","actor":"rep_19","timestamp":"2026-03-17T02:12:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01859:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01859)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01859\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":238,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01859\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01860","actor":"rep_37","actor_name":"Sophia Zhang","company":"Stripe Technologies","opened_at":"2026-02-15T03:01:00.000Z","closed_at":"2026-02-15T03:22:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($103k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01860"],"decision_points":["ad_hoc_resolution_01860"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01860","actor":"rep_37","timestamp":"2026-02-15T03:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01860:00","content":"Operational trigger received from hubspot for Stripe Technologies ($103k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$103k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01860","actor":"rep_37","timestamp":"2026-02-15T03:08:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01860:01","content":"record reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01860","actor":"rep_37","timestamp":"2026-02-15T03:15:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01860","object":"record:crm_01860:02","content":"ad hoc resolution 01860 recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01860\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01860\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01860","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01860\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01860","actor":"rep_37","timestamp":"2026-02-15T03:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01860:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01860)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01860\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01860\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01861","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-03-08T09:27:00.000Z","closed_at":"2026-03-08T09:48:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($287k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01861"],"decision_points":["ad_hoc_resolution_01861"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01861","actor":"rep_37","timestamp":"2026-03-08T09:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01861:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($287k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$287k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01861","actor":"rep_37","timestamp":"2026-03-08T09:34:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01861:01","content":"document reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01861","actor":"rep_37","timestamp":"2026-03-08T09:41:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01861","object":"record:crm_01861:02","content":"ad hoc resolution 01861 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01861\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01861\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01861","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01861\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01861","actor":"rep_37","timestamp":"2026-03-08T09:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01861:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01861)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01861\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":85,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01861\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01862","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-02-09T04:07:00.000Z","closed_at":"2026-02-09T04:28:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($305k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01862"],"decision_points":["ad_hoc_resolution_01862"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01862","actor":"rep_06","timestamp":"2026-02-09T04:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01862:00","content":"Operational trigger received from salesforce for Apex Retail Group ($305k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$305k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01862","actor":"rep_06","timestamp":"2026-02-09T04:14:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01862:01","content":"record reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01862","actor":"rep_06","timestamp":"2026-02-09T04:21:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01862","object":"record:crm_01862:02","content":"ad hoc resolution 01862 recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01862\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01862\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01862","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01862\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01862","actor":"rep_06","timestamp":"2026-02-09T04:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01862:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01862)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01862\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":47,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01862\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01863","actor":"rep_14","actor_name":"Rachel Adams","company":"Nexus AI","opened_at":"2026-01-29T23:25:00.000Z","closed_at":"2026-01-29T23:46:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($423k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01863"],"decision_points":["ad_hoc_resolution_01863"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01863","actor":"rep_14","timestamp":"2026-01-29T23:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01863:00","content":"Operational trigger received from hubspot for Nexus AI ($423k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":98,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$423k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01863","actor":"rep_14","timestamp":"2026-01-29T23:32:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01863:01","content":"document reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01863","actor":"rep_14","timestamp":"2026-01-29T23:39:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01863","object":"record:crm_01863:02","content":"ad hoc resolution 01863 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01863\", entity=\"Nexus AI\")","http_status":200,"latency_ms":195,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01863\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01863","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01863\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01863","actor":"rep_14","timestamp":"2026-01-29T23:46:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01863:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01863)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01863\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":96,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01863\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01864","actor":"rep_14","actor_name":"Rachel Adams","company":"Vertex Cyber","opened_at":"2026-03-24T16:21:00.000Z","closed_at":"2026-03-24T16:42:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from slack for Vertex Cyber ($246k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01864"],"decision_points":["ad_hoc_resolution_01864"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01864","actor":"rep_14","timestamp":"2026-03-24T16:21:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01864:00","content":"Operational trigger received from slack for Vertex Cyber ($246k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":245,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$246k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01864","actor":"rep_14","timestamp":"2026-03-24T16:28:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01864:01","content":"message reviewed recorded for Vertex Cyber","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":98,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01864","actor":"rep_14","timestamp":"2026-03-24T16:35:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01864","object":"record:crm_01864:02","content":"ad hoc resolution 01864 recorded for Vertex Cyber","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01864\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01864\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01864","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01864\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01864","actor":"rep_14","timestamp":"2026-03-24T16:42:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01864:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01864)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01864\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":167,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01864\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01865","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-03-11T21:48:00.000Z","closed_at":"2026-03-11T22:09:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($460k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01865"],"decision_points":["ad_hoc_resolution_01865"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01865","actor":"rep_37","timestamp":"2026-03-11T21:48:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01865:00","content":"Operational trigger received from gmail for Catalyst Software ($460k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":242,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$460k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01865","actor":"rep_37","timestamp":"2026-03-11T21:55:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01865:01","content":"record reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01865","actor":"rep_37","timestamp":"2026-03-11T22:02:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01865","object":"record:crm_01865:02","content":"ad hoc resolution 01865 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01865\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01865\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01865","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01865\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01865","actor":"rep_37","timestamp":"2026-03-11T22:09:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01865:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01865)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01865\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01865\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01866","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-03-26T01:27:00.000Z","closed_at":"2026-03-26T01:48:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from slack for CloudScale Data ($390k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01866"],"decision_points":["ad_hoc_resolution_01866"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01866","actor":"rep_06","timestamp":"2026-03-26T01:27:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01866:00","content":"Operational trigger received from slack for CloudScale Data ($390k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":205,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"CloudScale Data\",\"deal_size\":\"$390k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01866","actor":"rep_06","timestamp":"2026-03-26T01:34:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01866:01","content":"message reviewed recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01866","actor":"rep_06","timestamp":"2026-03-26T01:41:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01866","object":"record:crm_01866:02","content":"ad hoc resolution 01866 recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01866\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01866\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01866","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01866\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01866","actor":"rep_06","timestamp":"2026-03-26T01:48:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01866:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01866)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01866\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":88,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01866\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01867","actor":"rep_25","actor_name":"Carlos Mendez","company":"Vertex Cyber","opened_at":"2026-01-24T13:07:00.000Z","closed_at":"2026-01-24T13:28:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($355k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01867"],"decision_points":["ad_hoc_resolution_01867"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01867","actor":"rep_25","timestamp":"2026-01-24T13:07:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01867:00","content":"Operational trigger received from gmail for Vertex Cyber ($355k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":198,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$355k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01867","actor":"rep_25","timestamp":"2026-01-24T13:14:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01867:01","content":"record reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01867","actor":"rep_25","timestamp":"2026-01-24T13:21:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01867","object":"record:crm_01867:02","content":"ad hoc resolution 01867 recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01867\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01867\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01867","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01867\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01867","actor":"rep_25","timestamp":"2026-01-24T13:28:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01867:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01867)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01867\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":253,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01867\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01868","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-02-02T06:09:00.000Z","closed_at":"2026-02-02T06:30:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($145k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01868"],"decision_points":["ad_hoc_resolution_01868"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01868","actor":"rep_01","timestamp":"2026-02-02T06:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01868:00","content":"Operational trigger received from hubspot for Vertex Cyber ($145k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":196,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$145k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01868","actor":"rep_01","timestamp":"2026-02-02T06:16:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01868:01","content":"message reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01868","actor":"rep_01","timestamp":"2026-02-02T06:23:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01868","object":"record:crm_01868:02","content":"ad hoc resolution 01868 recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01868\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01868\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01868","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01868\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01868","actor":"rep_01","timestamp":"2026-02-02T06:30:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01868:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01868)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01868\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":223,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01868\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01869","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-01-20T04:04:00.000Z","closed_at":"2026-01-20T04:25:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($296k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01869"],"decision_points":["ad_hoc_resolution_01869"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01869","actor":"rep_32","timestamp":"2026-01-20T04:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01869:00","content":"Operational trigger received from salesforce for Vanguard Financial ($296k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":162,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$296k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01869","actor":"rep_32","timestamp":"2026-01-20T04:11:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01869:01","content":"document reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01869","actor":"rep_32","timestamp":"2026-01-20T04:18:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01869","object":"record:crm_01869:02","content":"ad hoc resolution 01869 recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01869\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01869\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01869","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01869\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01869","actor":"rep_32","timestamp":"2026-01-20T04:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01869:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01869)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01869\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":54,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01869\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01870","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-01-22T19:48:00.000Z","closed_at":"2026-01-22T20:09:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($283k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01870"],"decision_points":["ad_hoc_resolution_01870"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01870","actor":"rep_25","timestamp":"2026-01-22T19:48:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01870:00","content":"Operational trigger received from gmail for Pinnacle Media ($283k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":165,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$283k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01870","actor":"rep_25","timestamp":"2026-01-22T19:55:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01870:01","content":"record reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01870","actor":"rep_25","timestamp":"2026-01-22T20:02:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01870","object":"record:crm_01870:02","content":"ad hoc resolution 01870 recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01870\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01870\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01870","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01870\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01870","actor":"rep_25","timestamp":"2026-01-22T20:09:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01870:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01870)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01870\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":251,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01870\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01871","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-02-13T23:04:00.000Z","closed_at":"2026-02-13T23:25:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($336k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01871"],"decision_points":["ad_hoc_resolution_01871"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01871","actor":"rep_37","timestamp":"2026-02-13T23:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01871:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($336k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":181,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$336k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01871","actor":"rep_37","timestamp":"2026-02-13T23:11:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01871:01","content":"document reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01871","actor":"rep_37","timestamp":"2026-02-13T23:18:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01871","object":"record:crm_01871:02","content":"ad hoc resolution 01871 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01871\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01871\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01871","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01871\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01871","actor":"rep_37","timestamp":"2026-02-13T23:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01871:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01871)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01871\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":143,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01871\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01872","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-01-29T19:36:00.000Z","closed_at":"2026-01-29T19:57:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($58k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01872"],"decision_points":["ad_hoc_resolution_01872"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01872","actor":"rep_19","timestamp":"2026-01-29T19:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01872:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($58k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":139,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$58k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01872","actor":"rep_19","timestamp":"2026-01-29T19:43:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01872:01","content":"record reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01872","actor":"rep_19","timestamp":"2026-01-29T19:50:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01872","object":"record:crm_01872:02","content":"ad hoc resolution 01872 recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01872\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01872\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01872","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01872\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01872","actor":"rep_19","timestamp":"2026-01-29T19:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01872:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01872)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01872\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":70,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01872\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01873","actor":"rep_01","actor_name":"Sarah Chen","company":"Meridian Logistics","opened_at":"2026-02-17T04:09:00.000Z","closed_at":"2026-02-17T04:30:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($335k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01873"],"decision_points":["ad_hoc_resolution_01873"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01873","actor":"rep_01","timestamp":"2026-02-17T04:09:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01873:00","content":"Operational trigger received from gmail for Meridian Logistics ($335k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":142,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$335k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01873","actor":"rep_01","timestamp":"2026-02-17T04:16:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01873:01","content":"record reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01873","actor":"rep_01","timestamp":"2026-02-17T04:23:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01873","object":"record:crm_01873:02","content":"ad hoc resolution 01873 recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01873\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01873\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01873","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01873\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01873","actor":"rep_01","timestamp":"2026-02-17T04:30:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01873:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01873)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01873\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":66,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01873\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01874","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-01-10T15:57:00.000Z","closed_at":"2026-01-10T16:18:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from slack for Pinnacle Media ($362k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01874"],"decision_points":["ad_hoc_resolution_01874"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01874","actor":"rep_14","timestamp":"2026-01-10T15:57:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01874:00","content":"Operational trigger received from slack for Pinnacle Media ($362k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":45,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$362k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01874","actor":"rep_14","timestamp":"2026-01-10T16:04:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01874:01","content":"record reviewed recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":123,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01874","actor":"rep_14","timestamp":"2026-01-10T16:11:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01874","object":"record:crm_01874:02","content":"ad hoc resolution 01874 recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01874\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01874\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01874","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01874\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01874","actor":"rep_14","timestamp":"2026-01-10T16:18:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01874:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01874)","tool":"slack","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01874\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":129,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01874\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01875","actor":"rep_09","actor_name":"Elena Rostova","company":"Stripe Technologies","opened_at":"2026-02-13T04:06:00.000Z","closed_at":"2026-02-13T04:27:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($158k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01875"],"decision_points":["ad_hoc_resolution_01875"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01875","actor":"rep_09","timestamp":"2026-02-13T04:06:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01875:00","content":"Operational trigger received from gmail for Stripe Technologies ($158k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":173,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$158k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01875","actor":"rep_09","timestamp":"2026-02-13T04:13:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01875:01","content":"document reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01875","actor":"rep_09","timestamp":"2026-02-13T04:20:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01875","object":"record:crm_01875:02","content":"ad hoc resolution 01875 recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01875\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01875\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01875","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01875\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01875","actor":"rep_09","timestamp":"2026-02-13T04:27:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01875:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01875)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01875\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":193,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01875\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01876","actor":"rep_01","actor_name":"Sarah Chen","company":"Beacon Energy","opened_at":"2026-01-16T02:35:00.000Z","closed_at":"2026-01-16T02:56:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($349k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01876"],"decision_points":["ad_hoc_resolution_01876"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01876","actor":"rep_01","timestamp":"2026-01-16T02:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01876:00","content":"Operational trigger received from hubspot for Beacon Energy ($349k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":82,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$349k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01876","actor":"rep_01","timestamp":"2026-01-16T02:42:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01876:01","content":"document reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01876","actor":"rep_01","timestamp":"2026-01-16T02:49:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01876","object":"record:crm_01876:02","content":"ad hoc resolution 01876 recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01876\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01876\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01876","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01876\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01876","actor":"rep_01","timestamp":"2026-01-16T02:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01876:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01876)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01876\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":136,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01876\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01877","actor":"rep_20","actor_name":"Maya Patel","company":"Vertex Cyber","opened_at":"2026-01-05T02:53:00.000Z","closed_at":"2026-01-05T03:14:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($408k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01877"],"decision_points":["ad_hoc_resolution_01877"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01877","actor":"rep_20","timestamp":"2026-01-05T02:53:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01877:00","content":"Operational trigger received from hubspot for Vertex Cyber ($408k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":55,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$408k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01877","actor":"rep_20","timestamp":"2026-01-05T03:00:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01877:01","content":"message reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01877","actor":"rep_20","timestamp":"2026-01-05T03:07:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01877","object":"record:crm_01877:02","content":"ad hoc resolution 01877 recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01877\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01877\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01877","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01877\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01877","actor":"rep_20","timestamp":"2026-01-05T03:14:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01877:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01877)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01877\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":111,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01877\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01878","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-01-27T01:49:00.000Z","closed_at":"2026-01-27T02:10:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($167k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01878"],"decision_points":["ad_hoc_resolution_01878"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01878","actor":"rep_19","timestamp":"2026-01-27T01:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01878:00","content":"Operational trigger received from salesforce for Beacon Energy ($167k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":63,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$167k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01878","actor":"rep_19","timestamp":"2026-01-27T01:56:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01878:01","content":"record reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01878","actor":"rep_19","timestamp":"2026-01-27T02:03:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01878","object":"record:crm_01878:02","content":"ad hoc resolution 01878 recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01878\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01878\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01878","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01878\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01878","actor":"rep_19","timestamp":"2026-01-27T02:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01878:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01878)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01878\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":274,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01878\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01879","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-02-15T10:16:00.000Z","closed_at":"2026-02-15T10:37:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($71k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01879"],"decision_points":["ad_hoc_resolution_01879"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01879","actor":"rep_14","timestamp":"2026-02-15T10:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01879:00","content":"Operational trigger received from salesforce for CloudScale Data ($71k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":159,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$71k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01879","actor":"rep_14","timestamp":"2026-02-15T10:23:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01879:01","content":"document reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01879","actor":"rep_14","timestamp":"2026-02-15T10:30:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01879","object":"record:crm_01879:02","content":"ad hoc resolution 01879 recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01879\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01879\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01879","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01879\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01879","actor":"rep_14","timestamp":"2026-02-15T10:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01879:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01879)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01879\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01879\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01880","actor":"rep_09","actor_name":"Elena Rostova","company":"Catalyst Software","opened_at":"2026-03-24T01:29:00.000Z","closed_at":"2026-03-24T01:50:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($211k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01880"],"decision_points":["ad_hoc_resolution_01880"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01880","actor":"rep_09","timestamp":"2026-03-24T01:29:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01880:00","content":"Operational trigger received from salesforce for Catalyst Software ($211k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$211k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01880","actor":"rep_09","timestamp":"2026-03-24T01:36:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01880:01","content":"document reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01880","actor":"rep_09","timestamp":"2026-03-24T01:43:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01880","object":"record:crm_01880:02","content":"ad hoc resolution 01880 recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01880\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01880\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01880","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01880\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01880","actor":"rep_09","timestamp":"2026-03-24T01:50:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01880:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01880)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01880\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":241,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01880\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01881","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-02-02T00:21:00.000Z","closed_at":"2026-02-02T00:42:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($325k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01881"],"decision_points":["ad_hoc_resolution_01881"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01881","actor":"rep_37","timestamp":"2026-02-02T00:21:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01881:00","content":"Operational trigger received from gmail for Nexus AI ($325k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$325k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01881","actor":"rep_37","timestamp":"2026-02-02T00:28:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01881:01","content":"record reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01881","actor":"rep_37","timestamp":"2026-02-02T00:35:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01881","object":"record:crm_01881:02","content":"ad hoc resolution 01881 recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01881\", entity=\"Nexus AI\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01881\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01881","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01881\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01881","actor":"rep_37","timestamp":"2026-02-02T00:42:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01881:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01881)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01881\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01881\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01882","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-01-27T05:54:00.000Z","closed_at":"2026-01-27T06:15:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from slack for Aura Therapeutics ($69k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01882"],"decision_points":["ad_hoc_resolution_01882"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01882","actor":"rep_01","timestamp":"2026-01-27T05:54:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01882:00","content":"Operational trigger received from slack for Aura Therapeutics ($69k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":267,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$69k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01882","actor":"rep_01","timestamp":"2026-01-27T06:01:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01882:01","content":"record reviewed recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01882","actor":"rep_01","timestamp":"2026-01-27T06:08:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01882","object":"record:crm_01882:02","content":"ad hoc resolution 01882 recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01882\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01882\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01882","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01882\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01882","actor":"rep_01","timestamp":"2026-01-27T06:15:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01882:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01882)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01882\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":177,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01882\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01883","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-01-25T16:51:00.000Z","closed_at":"2026-01-25T17:12:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($108k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01883"],"decision_points":["ad_hoc_resolution_01883"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01883","actor":"rep_32","timestamp":"2026-01-25T16:51:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01883:00","content":"Operational trigger received from hubspot for FinTech Global ($108k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$108k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01883","actor":"rep_32","timestamp":"2026-01-25T16:58:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01883:01","content":"message reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01883","actor":"rep_32","timestamp":"2026-01-25T17:05:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01883","object":"record:crm_01883:02","content":"ad hoc resolution 01883 recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01883\", entity=\"FinTech Global\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01883\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01883","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01883\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01883","actor":"rep_32","timestamp":"2026-01-25T17:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01883:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01883)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01883\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":77,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01883\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01884","actor":"rep_37","actor_name":"Sophia Zhang","company":"FinTech Global","opened_at":"2026-01-10T22:25:00.000Z","closed_at":"2026-01-10T22:46:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($168k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01884"],"decision_points":["ad_hoc_resolution_01884"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01884","actor":"rep_37","timestamp":"2026-01-10T22:25:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01884:00","content":"Operational trigger received from gmail for FinTech Global ($168k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":186,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$168k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01884","actor":"rep_37","timestamp":"2026-01-10T22:32:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01884:01","content":"record reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01884","actor":"rep_37","timestamp":"2026-01-10T22:39:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01884","object":"record:crm_01884:02","content":"ad hoc resolution 01884 recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01884\", entity=\"FinTech Global\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01884\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01884","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01884\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01884","actor":"rep_37","timestamp":"2026-01-10T22:46:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01884:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01884)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01884\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":101,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01884\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01885","actor":"rep_19","actor_name":"James Wilson","company":"Catalyst Software","opened_at":"2026-01-17T19:22:00.000Z","closed_at":"2026-01-17T19:43:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($117k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01885"],"decision_points":["ad_hoc_resolution_01885"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01885","actor":"rep_19","timestamp":"2026-01-17T19:22:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01885:00","content":"Operational trigger received from gmail for Catalyst Software ($117k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":97,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$117k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01885","actor":"rep_19","timestamp":"2026-01-17T19:29:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01885:01","content":"message reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01885","actor":"rep_19","timestamp":"2026-01-17T19:36:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01885","object":"record:crm_01885:02","content":"ad hoc resolution 01885 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01885\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01885\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01885","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01885\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01885","actor":"rep_19","timestamp":"2026-01-17T19:43:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01885:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01885)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01885\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01885\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01886","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-01-06T08:17:00.000Z","closed_at":"2026-01-06T08:38:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($432k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01886"],"decision_points":["ad_hoc_resolution_01886"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01886","actor":"rep_32","timestamp":"2026-01-06T08:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01886:00","content":"Operational trigger received from hubspot for Vertex Cyber ($432k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":69,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$432k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01886","actor":"rep_32","timestamp":"2026-01-06T08:24:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01886:01","content":"document reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01886","actor":"rep_32","timestamp":"2026-01-06T08:31:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01886","object":"record:crm_01886:02","content":"ad hoc resolution 01886 recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01886\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01886\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01886","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01886\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01886","actor":"rep_32","timestamp":"2026-01-06T08:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01886:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01886)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01886\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":244,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01886\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01887","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-02-12T15:28:00.000Z","closed_at":"2026-02-12T15:49:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($130k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01887"],"decision_points":["ad_hoc_resolution_01887"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01887","actor":"rep_14","timestamp":"2026-02-12T15:28:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01887:00","content":"Operational trigger received from hubspot for CloudScale Data ($130k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":75,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$130k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01887","actor":"rep_14","timestamp":"2026-02-12T15:35:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01887:01","content":"record reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01887","actor":"rep_14","timestamp":"2026-02-12T15:42:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01887","object":"record:crm_01887:02","content":"ad hoc resolution 01887 recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01887\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01887\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01887","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01887\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01887","actor":"rep_14","timestamp":"2026-02-12T15:49:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01887:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01887)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01887\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":106,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01887\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01888","actor":"rep_32","actor_name":"Liam O'Connor","company":"OmniChannel Inc","opened_at":"2026-01-17T20:01:00.000Z","closed_at":"2026-01-17T20:22:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($207k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01888"],"decision_points":["ad_hoc_resolution_01888"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01888","actor":"rep_32","timestamp":"2026-01-17T20:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01888:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($207k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":135,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$207k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01888","actor":"rep_32","timestamp":"2026-01-17T20:08:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01888:01","content":"message reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":59,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01888","actor":"rep_32","timestamp":"2026-01-17T20:15:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01888","object":"record:crm_01888:02","content":"ad hoc resolution 01888 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01888\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01888\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01888","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01888\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01888","actor":"rep_32","timestamp":"2026-01-17T20:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01888:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01888)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01888\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01888\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01889","actor":"rep_09","actor_name":"Elena Rostova","company":"Aura Therapeutics","opened_at":"2026-02-12T06:45:00.000Z","closed_at":"2026-02-12T07:06:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($69k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01889"],"decision_points":["ad_hoc_resolution_01889"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01889","actor":"rep_09","timestamp":"2026-02-12T06:45:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01889:00","content":"Operational trigger received from gmail for Aura Therapeutics ($69k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":135,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$69k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01889","actor":"rep_09","timestamp":"2026-02-12T06:52:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01889:01","content":"document reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01889","actor":"rep_09","timestamp":"2026-02-12T06:59:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01889","object":"record:crm_01889:02","content":"ad hoc resolution 01889 recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01889\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01889\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01889","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01889\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01889","actor":"rep_09","timestamp":"2026-02-12T07:06:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01889:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01889)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01889\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":137,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01889\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01890","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-01-14T09:45:00.000Z","closed_at":"2026-01-14T10:06:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from slack for NovaBio Labs ($464k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01890"],"decision_points":["ad_hoc_resolution_01890"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01890","actor":"rep_06","timestamp":"2026-01-14T09:45:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01890:00","content":"Operational trigger received from slack for NovaBio Labs ($464k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$464k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01890","actor":"rep_06","timestamp":"2026-01-14T09:52:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01890:01","content":"record reviewed recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01890","actor":"rep_06","timestamp":"2026-01-14T09:59:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01890","object":"record:crm_01890:02","content":"ad hoc resolution 01890 recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01890\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01890\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01890","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01890\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01890","actor":"rep_06","timestamp":"2026-01-14T10:06:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01890:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01890)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01890\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":220,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01890\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01891","actor":"rep_06","actor_name":"Marcus Vance","company":"Acme Health Systems","opened_at":"2026-01-26T15:23:00.000Z","closed_at":"2026-01-26T15:44:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from slack for Acme Health Systems ($438k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01891"],"decision_points":["ad_hoc_resolution_01891"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01891","actor":"rep_06","timestamp":"2026-01-26T15:23:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01891:00","content":"Operational trigger received from slack for Acme Health Systems ($438k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":80,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$438k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01891","actor":"rep_06","timestamp":"2026-01-26T15:30:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01891:01","content":"message reviewed recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01891","actor":"rep_06","timestamp":"2026-01-26T15:37:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01891","object":"record:crm_01891:02","content":"ad hoc resolution 01891 recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01891\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01891\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01891","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01891\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01891","actor":"rep_06","timestamp":"2026-01-26T15:44:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01891:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01891)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01891\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":277,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01891\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01892","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-03-11T13:16:00.000Z","closed_at":"2026-03-11T13:37:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($239k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01892"],"decision_points":["ad_hoc_resolution_01892"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01892","actor":"rep_01","timestamp":"2026-03-11T13:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01892:00","content":"Operational trigger received from salesforce for Vanguard Financial ($239k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":263,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$239k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01892","actor":"rep_01","timestamp":"2026-03-11T13:23:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01892:01","content":"record reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":72,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01892","actor":"rep_01","timestamp":"2026-03-11T13:30:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01892","object":"record:crm_01892:02","content":"ad hoc resolution 01892 recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01892\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01892\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01892","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01892\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01892","actor":"rep_01","timestamp":"2026-03-11T13:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01892:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01892)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01892\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01892\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01893","actor":"rep_20","actor_name":"Maya Patel","company":"Aura Therapeutics","opened_at":"2026-02-11T15:23:00.000Z","closed_at":"2026-02-11T15:44:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($115k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01893"],"decision_points":["ad_hoc_resolution_01893"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01893","actor":"rep_20","timestamp":"2026-02-11T15:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01893:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($115k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$115k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01893","actor":"rep_20","timestamp":"2026-02-11T15:30:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01893:01","content":"document reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01893","actor":"rep_20","timestamp":"2026-02-11T15:37:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01893","object":"record:crm_01893:02","content":"ad hoc resolution 01893 recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01893\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01893\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01893","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01893\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01893","actor":"rep_20","timestamp":"2026-02-11T15:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01893:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01893)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01893\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":162,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01893\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01894","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-02-22T03:53:00.000Z","closed_at":"2026-02-22T04:14:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($430k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01894"],"decision_points":["ad_hoc_resolution_01894"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01894","actor":"rep_19","timestamp":"2026-02-22T03:53:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01894:00","content":"Operational trigger received from hubspot for CloudScale Data ($430k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$430k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01894","actor":"rep_19","timestamp":"2026-02-22T04:00:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01894:01","content":"record reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01894","actor":"rep_19","timestamp":"2026-02-22T04:07:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01894","object":"record:crm_01894:02","content":"ad hoc resolution 01894 recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01894\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01894\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01894","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01894\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01894","actor":"rep_19","timestamp":"2026-02-22T04:14:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01894:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01894)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01894\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01894\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01895","actor":"rep_14","actor_name":"Rachel Adams","company":"Sentinel Networks","opened_at":"2026-02-28T02:40:00.000Z","closed_at":"2026-02-28T03:01:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($360k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01895"],"decision_points":["ad_hoc_resolution_01895"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01895","actor":"rep_14","timestamp":"2026-02-28T02:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01895:00","content":"Operational trigger received from salesforce for Sentinel Networks ($360k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":205,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$360k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01895","actor":"rep_14","timestamp":"2026-02-28T02:47:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01895:01","content":"message reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01895","actor":"rep_14","timestamp":"2026-02-28T02:54:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01895","object":"record:crm_01895:02","content":"ad hoc resolution 01895 recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01895\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01895\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01895","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01895\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01895","actor":"rep_14","timestamp":"2026-02-28T03:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01895:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01895)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01895\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":238,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01895\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01896","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-03-15T13:17:00.000Z","closed_at":"2026-03-15T13:38:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from slack for Sentinel Networks ($253k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01896"],"decision_points":["ad_hoc_resolution_01896"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01896","actor":"rep_31","timestamp":"2026-03-15T13:17:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01896:00","content":"Operational trigger received from slack for Sentinel Networks ($253k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":192,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$253k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01896","actor":"rep_31","timestamp":"2026-03-15T13:24:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01896:01","content":"document reviewed recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":275,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01896","actor":"rep_31","timestamp":"2026-03-15T13:31:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01896","object":"record:crm_01896:02","content":"ad hoc resolution 01896 recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01896\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01896\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01896","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01896\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01896","actor":"rep_31","timestamp":"2026-03-15T13:38:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01896:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01896)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01896\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01896\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01897","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-14T19:15:00.000Z","closed_at":"2026-01-14T19:36:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($47k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01897"],"decision_points":["ad_hoc_resolution_01897"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01897","actor":"rep_20","timestamp":"2026-01-14T19:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01897:00","content":"Operational trigger received from salesforce for Apex Retail Group ($47k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":123,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$47k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01897","actor":"rep_20","timestamp":"2026-01-14T19:22:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01897:01","content":"document reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01897","actor":"rep_20","timestamp":"2026-01-14T19:29:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01897","object":"record:crm_01897:02","content":"ad hoc resolution 01897 recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01897\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01897\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01897","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01897\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01897","actor":"rep_20","timestamp":"2026-01-14T19:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01897:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01897)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01897\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":152,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01897\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01898","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-03-17T06:16:00.000Z","closed_at":"2026-03-17T06:37:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($370k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01898"],"decision_points":["ad_hoc_resolution_01898"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01898","actor":"rep_01","timestamp":"2026-03-17T06:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01898:00","content":"Operational trigger received from salesforce for NovaBio Labs ($370k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":162,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$370k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01898","actor":"rep_01","timestamp":"2026-03-17T06:23:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01898:01","content":"record reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01898","actor":"rep_01","timestamp":"2026-03-17T06:30:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01898","object":"record:crm_01898:02","content":"ad hoc resolution 01898 recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01898\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01898\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01898","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01898\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01898","actor":"rep_01","timestamp":"2026-03-17T06:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01898:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01898)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01898\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":148,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01898\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01899","actor":"rep_06","actor_name":"Marcus Vance","company":"Beacon Energy","opened_at":"2026-03-13T22:47:00.000Z","closed_at":"2026-03-13T23:08:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($51k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01899"],"decision_points":["ad_hoc_resolution_01899"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01899","actor":"rep_06","timestamp":"2026-03-13T22:47:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01899:00","content":"Operational trigger received from gmail for Beacon Energy ($51k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":179,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$51k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01899","actor":"rep_06","timestamp":"2026-03-13T22:54:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01899:01","content":"record reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01899","actor":"rep_06","timestamp":"2026-03-13T23:01:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01899","object":"record:crm_01899:02","content":"ad hoc resolution 01899 recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01899\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01899\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01899","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01899\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01899","actor":"rep_06","timestamp":"2026-03-13T23:08:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01899:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01899)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01899\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":252,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01899\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01900","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-01-18T05:58:00.000Z","closed_at":"2026-01-18T06:19:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($252k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01900"],"decision_points":["ad_hoc_resolution_01900"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01900","actor":"rep_01","timestamp":"2026-01-18T05:58:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01900:00","content":"Operational trigger received from gmail for Catalyst Software ($252k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":136,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$252k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01900","actor":"rep_01","timestamp":"2026-01-18T06:05:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01900:01","content":"message reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01900","actor":"rep_01","timestamp":"2026-01-18T06:12:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01900","object":"record:crm_01900:02","content":"ad hoc resolution 01900 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01900\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01900\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01900","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01900\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01900","actor":"rep_01","timestamp":"2026-01-18T06:19:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01900:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01900)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01900\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":177,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01900\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01901","actor":"rep_01","actor_name":"Sarah Chen","company":"Vanguard Financial","opened_at":"2026-03-22T09:54:00.000Z","closed_at":"2026-03-22T10:15:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($174k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01901"],"decision_points":["ad_hoc_resolution_01901"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01901","actor":"rep_01","timestamp":"2026-03-22T09:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01901:00","content":"Operational trigger received from hubspot for Vanguard Financial ($174k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":173,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01901","actor":"rep_01","timestamp":"2026-03-22T10:01:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01901:01","content":"document reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01901","actor":"rep_01","timestamp":"2026-03-22T10:08:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01901","object":"record:crm_01901:02","content":"ad hoc resolution 01901 recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01901\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01901\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01901","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01901\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01901","actor":"rep_01","timestamp":"2026-03-22T10:15:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01901:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01901)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01901\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":61,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01901\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01902","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-01-07T23:16:00.000Z","closed_at":"2026-01-07T23:37:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($333k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01902"],"decision_points":["ad_hoc_resolution_01902"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01902","actor":"rep_31","timestamp":"2026-01-07T23:16:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01902:00","content":"Operational trigger received from hubspot for Sentinel Networks ($333k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":118,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$333k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01902","actor":"rep_31","timestamp":"2026-01-07T23:23:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01902:01","content":"document reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01902","actor":"rep_31","timestamp":"2026-01-07T23:30:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01902","object":"record:crm_01902:02","content":"ad hoc resolution 01902 recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01902\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01902\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01902","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01902\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01902","actor":"rep_31","timestamp":"2026-01-07T23:37:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01902:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01902)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01902\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":123,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01902\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01903","actor":"rep_20","actor_name":"Maya Patel","company":"Pinnacle Media","opened_at":"2026-03-01T11:22:00.000Z","closed_at":"2026-03-01T11:43:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($79k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01903"],"decision_points":["ad_hoc_resolution_01903"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01903","actor":"rep_20","timestamp":"2026-03-01T11:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01903:00","content":"Operational trigger received from salesforce for Pinnacle Media ($79k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$79k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01903","actor":"rep_20","timestamp":"2026-03-01T11:29:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01903:01","content":"document reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01903","actor":"rep_20","timestamp":"2026-03-01T11:36:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01903","object":"record:crm_01903:02","content":"ad hoc resolution 01903 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01903\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01903\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01903","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01903\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01903","actor":"rep_20","timestamp":"2026-03-01T11:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01903:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01903)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01903\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":57,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01903\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01904","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-03-24T23:40:00.000Z","closed_at":"2026-03-25T00:01:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($177k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01904"],"decision_points":["ad_hoc_resolution_01904"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01904","actor":"rep_37","timestamp":"2026-03-24T23:40:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01904:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($177k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":155,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$177k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01904","actor":"rep_37","timestamp":"2026-03-24T23:47:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01904:01","content":"message reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":213,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01904","actor":"rep_37","timestamp":"2026-03-24T23:54:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01904","object":"record:crm_01904:02","content":"ad hoc resolution 01904 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01904\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01904\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01904","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01904\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01904","actor":"rep_37","timestamp":"2026-03-25T00:01:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01904:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01904)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01904\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":131,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01904\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01905","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-02-25T17:36:00.000Z","closed_at":"2026-02-25T17:57:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from slack for Stripe Technologies ($387k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01905"],"decision_points":["ad_hoc_resolution_01905"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01905","actor":"rep_01","timestamp":"2026-02-25T17:36:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01905:00","content":"Operational trigger received from slack for Stripe Technologies ($387k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$387k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01905","actor":"rep_01","timestamp":"2026-02-25T17:43:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01905:01","content":"document reviewed recorded for Stripe Technologies","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01905","actor":"rep_01","timestamp":"2026-02-25T17:50:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01905","object":"record:crm_01905:02","content":"ad hoc resolution 01905 recorded for Stripe Technologies","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01905\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01905\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01905","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01905\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01905","actor":"rep_01","timestamp":"2026-02-25T17:57:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01905:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01905)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01905\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":130,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01905\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01906","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-01-14T12:27:00.000Z","closed_at":"2026-01-14T12:48:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($366k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01906"],"decision_points":["ad_hoc_resolution_01906"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01906","actor":"rep_25","timestamp":"2026-01-14T12:27:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01906:00","content":"Operational trigger received from gmail for Nexus AI ($366k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$366k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01906","actor":"rep_25","timestamp":"2026-01-14T12:34:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01906:01","content":"document reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":279,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01906","actor":"rep_25","timestamp":"2026-01-14T12:41:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01906","object":"record:crm_01906:02","content":"ad hoc resolution 01906 recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01906\", entity=\"Nexus AI\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01906\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01906","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01906\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01906","actor":"rep_25","timestamp":"2026-01-14T12:48:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01906:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01906)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01906\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01906\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01907","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-02-26T11:15:00.000Z","closed_at":"2026-02-26T11:36:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from slack for Sentinel Networks ($80k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01907"],"decision_points":["ad_hoc_resolution_01907"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01907","actor":"rep_25","timestamp":"2026-02-26T11:15:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01907:00","content":"Operational trigger received from slack for Sentinel Networks ($80k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$80k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01907","actor":"rep_25","timestamp":"2026-02-26T11:22:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01907:01","content":"document reviewed recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01907","actor":"rep_25","timestamp":"2026-02-26T11:29:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01907","object":"record:crm_01907:02","content":"ad hoc resolution 01907 recorded for Sentinel Networks","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01907\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01907\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01907","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01907\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01907","actor":"rep_25","timestamp":"2026-02-26T11:36:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01907:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01907)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01907\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":150,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01907\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01908","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-03-23T06:40:00.000Z","closed_at":"2026-03-23T07:01:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($307k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01908"],"decision_points":["ad_hoc_resolution_01908"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01908","actor":"rep_09","timestamp":"2026-03-23T06:40:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01908:00","content":"Operational trigger received from hubspot for NovaBio Labs ($307k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$307k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01908","actor":"rep_09","timestamp":"2026-03-23T06:47:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01908:01","content":"document reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01908","actor":"rep_09","timestamp":"2026-03-23T06:54:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01908","object":"record:crm_01908:02","content":"ad hoc resolution 01908 recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01908\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01908\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01908","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01908\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01908","actor":"rep_09","timestamp":"2026-03-23T07:01:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01908:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01908)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01908\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":132,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01908\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01909","actor":"rep_01","actor_name":"Sarah Chen","company":"FinTech Global","opened_at":"2026-01-29T12:45:00.000Z","closed_at":"2026-01-29T13:06:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($98k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01909"],"decision_points":["ad_hoc_resolution_01909"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01909","actor":"rep_01","timestamp":"2026-01-29T12:45:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01909:00","content":"Operational trigger received from salesforce for FinTech Global ($98k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$98k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01909","actor":"rep_01","timestamp":"2026-01-29T12:52:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01909:01","content":"record reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01909","actor":"rep_01","timestamp":"2026-01-29T12:59:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01909","object":"record:crm_01909:02","content":"ad hoc resolution 01909 recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01909\", entity=\"FinTech Global\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01909\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01909","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01909\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01909","actor":"rep_01","timestamp":"2026-01-29T13:06:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01909:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01909)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01909\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":257,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01909\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01910","actor":"rep_32","actor_name":"Liam O'Connor","company":"OmniChannel Inc","opened_at":"2026-02-06T13:37:00.000Z","closed_at":"2026-02-06T13:58:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($293k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01910"],"decision_points":["ad_hoc_resolution_01910"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01910","actor":"rep_32","timestamp":"2026-02-06T13:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01910:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($293k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":72,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$293k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01910","actor":"rep_32","timestamp":"2026-02-06T13:44:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01910:01","content":"message reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":188,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01910","actor":"rep_32","timestamp":"2026-02-06T13:51:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01910","object":"record:crm_01910:02","content":"ad hoc resolution 01910 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01910\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01910\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01910","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01910\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01910","actor":"rep_32","timestamp":"2026-02-06T13:58:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01910:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01910)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01910\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":179,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01910\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01911","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-03-15T08:19:00.000Z","closed_at":"2026-03-15T08:40:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($60k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01911"],"decision_points":["ad_hoc_resolution_01911"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01911","actor":"rep_31","timestamp":"2026-03-15T08:19:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01911:00","content":"Operational trigger received from gmail for Sentinel Networks ($60k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":71,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$60k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01911","actor":"rep_31","timestamp":"2026-03-15T08:26:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01911:01","content":"record reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01911","actor":"rep_31","timestamp":"2026-03-15T08:33:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01911","object":"record:crm_01911:02","content":"ad hoc resolution 01911 recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01911\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01911\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01911","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01911\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01911","actor":"rep_31","timestamp":"2026-03-15T08:40:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01911:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01911)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01911\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":231,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01911\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01912","actor":"rep_20","actor_name":"Maya Patel","company":"Pinnacle Media","opened_at":"2026-01-14T03:01:00.000Z","closed_at":"2026-01-14T03:22:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from slack for Pinnacle Media ($193k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01912"],"decision_points":["ad_hoc_resolution_01912"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01912","actor":"rep_20","timestamp":"2026-01-14T03:01:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01912:00","content":"Operational trigger received from slack for Pinnacle Media ($193k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":239,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$193k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01912","actor":"rep_20","timestamp":"2026-01-14T03:08:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01912:01","content":"record reviewed recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01912","actor":"rep_20","timestamp":"2026-01-14T03:15:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01912","object":"record:crm_01912:02","content":"ad hoc resolution 01912 recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01912\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01912\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01912","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01912\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01912","actor":"rep_20","timestamp":"2026-01-14T03:22:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01912:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01912)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01912\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":241,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01912\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01913","actor":"rep_09","actor_name":"Elena Rostova","company":"Vanguard Financial","opened_at":"2026-02-24T18:31:00.000Z","closed_at":"2026-02-24T18:52:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($300k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01913"],"decision_points":["ad_hoc_resolution_01913"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01913","actor":"rep_09","timestamp":"2026-02-24T18:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01913:00","content":"Operational trigger received from hubspot for Vanguard Financial ($300k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":279,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$300k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01913","actor":"rep_09","timestamp":"2026-02-24T18:38:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01913:01","content":"document reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01913","actor":"rep_09","timestamp":"2026-02-24T18:45:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01913","object":"record:crm_01913:02","content":"ad hoc resolution 01913 recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01913\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":282,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01913\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01913","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01913\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01913","actor":"rep_09","timestamp":"2026-02-24T18:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01913:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01913)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01913\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":249,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01913\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01914","actor":"rep_06","actor_name":"Marcus Vance","company":"Stripe Technologies","opened_at":"2026-01-15T11:37:00.000Z","closed_at":"2026-01-15T11:58:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($112k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01914"],"decision_points":["ad_hoc_resolution_01914"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01914","actor":"rep_06","timestamp":"2026-01-15T11:37:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01914:00","content":"Operational trigger received from salesforce for Stripe Technologies ($112k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":176,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$112k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01914","actor":"rep_06","timestamp":"2026-01-15T11:44:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01914:01","content":"document reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01914","actor":"rep_06","timestamp":"2026-01-15T11:51:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01914","object":"record:crm_01914:02","content":"ad hoc resolution 01914 recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01914\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01914\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01914","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01914\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01914","actor":"rep_06","timestamp":"2026-01-15T11:58:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01914:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01914)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01914\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":198,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01914\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01915","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-03-12T14:48:00.000Z","closed_at":"2026-03-12T15:09:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($344k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01915"],"decision_points":["ad_hoc_resolution_01915"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01915","actor":"rep_14","timestamp":"2026-03-12T14:48:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01915:00","content":"Operational trigger received from gmail for Beacon Energy ($344k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":55,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$344k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01915","actor":"rep_14","timestamp":"2026-03-12T14:55:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01915:01","content":"document reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01915","actor":"rep_14","timestamp":"2026-03-12T15:02:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01915","object":"record:crm_01915:02","content":"ad hoc resolution 01915 recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01915\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01915\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01915","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01915\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01915","actor":"rep_14","timestamp":"2026-03-12T15:09:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01915:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01915)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01915\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01915\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01916","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-03-11T18:55:00.000Z","closed_at":"2026-03-11T19:16:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($309k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01916"],"decision_points":["ad_hoc_resolution_01916"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01916","actor":"rep_06","timestamp":"2026-03-11T18:55:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01916:00","content":"Operational trigger received from gmail for Pinnacle Media ($309k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$309k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01916","actor":"rep_06","timestamp":"2026-03-11T19:02:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01916:01","content":"document reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01916","actor":"rep_06","timestamp":"2026-03-11T19:09:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01916","object":"record:crm_01916:02","content":"ad hoc resolution 01916 recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01916\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01916\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01916","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01916\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01916","actor":"rep_06","timestamp":"2026-03-11T19:16:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01916:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01916)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01916\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":150,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01916\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01917","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-03-01T22:12:00.000Z","closed_at":"2026-03-01T22:33:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($199k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01917"],"decision_points":["ad_hoc_resolution_01917"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01917","actor":"rep_25","timestamp":"2026-03-01T22:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01917:00","content":"Operational trigger received from salesforce for Apex Retail Group ($199k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$199k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01917","actor":"rep_25","timestamp":"2026-03-01T22:19:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01917:01","content":"document reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01917","actor":"rep_25","timestamp":"2026-03-01T22:26:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01917","object":"record:crm_01917:02","content":"ad hoc resolution 01917 recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01917\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01917\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01917","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01917\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01917","actor":"rep_25","timestamp":"2026-03-01T22:33:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01917:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01917)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01917\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":66,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01917\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01918","actor":"rep_06","actor_name":"Marcus Vance","company":"NovaBio Labs","opened_at":"2026-01-26T23:29:00.000Z","closed_at":"2026-01-26T23:50:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($374k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01918"],"decision_points":["ad_hoc_resolution_01918"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01918","actor":"rep_06","timestamp":"2026-01-26T23:29:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01918:00","content":"Operational trigger received from gmail for NovaBio Labs ($374k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":275,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$374k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01918","actor":"rep_06","timestamp":"2026-01-26T23:36:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01918:01","content":"record reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":252,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01918","actor":"rep_06","timestamp":"2026-01-26T23:43:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01918","object":"record:crm_01918:02","content":"ad hoc resolution 01918 recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01918\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01918\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01918","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01918\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01918","actor":"rep_06","timestamp":"2026-01-26T23:50:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01918:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01918)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01918\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01918\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01919","actor":"rep_25","actor_name":"Carlos Mendez","company":"Acme Health Systems","opened_at":"2026-01-31T19:16:00.000Z","closed_at":"2026-01-31T19:37:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($52k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01919"],"decision_points":["ad_hoc_resolution_01919"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01919","actor":"rep_25","timestamp":"2026-01-31T19:16:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01919:00","content":"Operational trigger received from gmail for Acme Health Systems ($52k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":52,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$52k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01919","actor":"rep_25","timestamp":"2026-01-31T19:23:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01919:01","content":"document reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01919","actor":"rep_25","timestamp":"2026-01-31T19:30:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01919","object":"record:crm_01919:02","content":"ad hoc resolution 01919 recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01919\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01919\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01919","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01919\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01919","actor":"rep_25","timestamp":"2026-01-31T19:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01919:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01919)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01919\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":92,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01919\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01920","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-03-10T13:29:00.000Z","closed_at":"2026-03-10T13:50:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($187k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01920"],"decision_points":["ad_hoc_resolution_01920"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01920","actor":"rep_06","timestamp":"2026-03-10T13:29:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01920:00","content":"Operational trigger received from hubspot for Catalyst Software ($187k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":60,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$187k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01920","actor":"rep_06","timestamp":"2026-03-10T13:36:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01920:01","content":"document reviewed recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01920","actor":"rep_06","timestamp":"2026-03-10T13:43:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01920","object":"record:crm_01920:02","content":"ad hoc resolution 01920 recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01920\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01920\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01920","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01920\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01920","actor":"rep_06","timestamp":"2026-03-10T13:50:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01920:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01920)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01920\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":106,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01920\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01921","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-01-15T20:57:00.000Z","closed_at":"2026-01-15T21:18:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from slack for CloudScale Data ($414k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01921"],"decision_points":["ad_hoc_resolution_01921"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01921","actor":"rep_14","timestamp":"2026-01-15T20:57:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01921:00","content":"Operational trigger received from slack for CloudScale Data ($414k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":215,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"CloudScale Data\",\"deal_size\":\"$414k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01921","actor":"rep_14","timestamp":"2026-01-15T21:04:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01921:01","content":"message reviewed recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01921","actor":"rep_14","timestamp":"2026-01-15T21:11:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01921","object":"record:crm_01921:02","content":"ad hoc resolution 01921 recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01921\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01921\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01921","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01921\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01921","actor":"rep_14","timestamp":"2026-01-15T21:18:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01921:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01921)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01921\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01921\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01922","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-03-13T22:38:00.000Z","closed_at":"2026-03-13T22:59:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($287k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01922"],"decision_points":["ad_hoc_resolution_01922"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01922","actor":"rep_14","timestamp":"2026-03-13T22:38:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01922:00","content":"Operational trigger received from gmail for CloudScale Data ($287k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":167,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$287k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01922","actor":"rep_14","timestamp":"2026-03-13T22:45:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01922:01","content":"record reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01922","actor":"rep_14","timestamp":"2026-03-13T22:52:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01922","object":"record:crm_01922:02","content":"ad hoc resolution 01922 recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01922\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01922\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01922","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01922\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01922","actor":"rep_14","timestamp":"2026-03-13T22:59:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01922:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01922)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01922\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":66,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01922\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01923","actor":"rep_31","actor_name":"Aisha Taylor","company":"Sentinel Networks","opened_at":"2026-02-05T08:56:00.000Z","closed_at":"2026-02-05T09:17:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($370k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01923"],"decision_points":["ad_hoc_resolution_01923"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01923","actor":"rep_31","timestamp":"2026-02-05T08:56:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01923:00","content":"Operational trigger received from gmail for Sentinel Networks ($370k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":90,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$370k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01923","actor":"rep_31","timestamp":"2026-02-05T09:03:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01923:01","content":"record reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01923","actor":"rep_31","timestamp":"2026-02-05T09:10:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01923","object":"record:crm_01923:02","content":"ad hoc resolution 01923 recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01923\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01923\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01923","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01923\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01923","actor":"rep_31","timestamp":"2026-02-05T09:17:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01923:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01923)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01923\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":203,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01923\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01924","actor":"rep_06","actor_name":"Marcus Vance","company":"Aura Therapeutics","opened_at":"2026-02-06T22:59:00.000Z","closed_at":"2026-02-06T23:20:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($45k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01924"],"decision_points":["ad_hoc_resolution_01924"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01924","actor":"rep_06","timestamp":"2026-02-06T22:59:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01924:00","content":"Operational trigger received from gmail for Aura Therapeutics ($45k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":79,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$45k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01924","actor":"rep_06","timestamp":"2026-02-06T23:06:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01924:01","content":"message reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01924","actor":"rep_06","timestamp":"2026-02-06T23:13:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01924","object":"record:crm_01924:02","content":"ad hoc resolution 01924 recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01924\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01924\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01924","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01924\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01924","actor":"rep_06","timestamp":"2026-02-06T23:20:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01924:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01924)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01924\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":160,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01924\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01925","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-01-10T17:01:00.000Z","closed_at":"2026-01-10T17:22:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from slack for Catalyst Software ($157k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01925"],"decision_points":["ad_hoc_resolution_01925"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01925","actor":"rep_37","timestamp":"2026-01-10T17:01:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01925:00","content":"Operational trigger received from slack for Catalyst Software ($157k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":191,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Catalyst Software\",\"deal_size\":\"$157k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01925","actor":"rep_37","timestamp":"2026-01-10T17:08:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01925:01","content":"record reviewed recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01925","actor":"rep_37","timestamp":"2026-01-10T17:15:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01925","object":"record:crm_01925:02","content":"ad hoc resolution 01925 recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01925\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01925\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01925","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01925\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01925","actor":"rep_37","timestamp":"2026-01-10T17:22:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01925:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01925)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01925\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01925\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01926","actor":"rep_14","actor_name":"Rachel Adams","company":"Nexus AI","opened_at":"2026-01-15T18:36:00.000Z","closed_at":"2026-01-15T18:57:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($117k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01926"],"decision_points":["ad_hoc_resolution_01926"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01926","actor":"rep_14","timestamp":"2026-01-15T18:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01926:00","content":"Operational trigger received from salesforce for Nexus AI ($117k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":47,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$117k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01926","actor":"rep_14","timestamp":"2026-01-15T18:43:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01926:01","content":"document reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01926","actor":"rep_14","timestamp":"2026-01-15T18:50:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01926","object":"record:crm_01926:02","content":"ad hoc resolution 01926 recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01926\", entity=\"Nexus AI\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01926\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01926","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01926\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01926","actor":"rep_14","timestamp":"2026-01-15T18:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01926:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01926)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01926\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":189,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01926\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01927","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-03-05T20:49:00.000Z","closed_at":"2026-03-05T21:10:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($259k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01927"],"decision_points":["ad_hoc_resolution_01927"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01927","actor":"rep_09","timestamp":"2026-03-05T20:49:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01927:00","content":"Operational trigger received from salesforce for Acme Health Systems ($259k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":84,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$259k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01927","actor":"rep_09","timestamp":"2026-03-05T20:56:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01927:01","content":"document reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01927","actor":"rep_09","timestamp":"2026-03-05T21:03:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01927","object":"record:crm_01927:02","content":"ad hoc resolution 01927 recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01927\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01927\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01927","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01927\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01927","actor":"rep_09","timestamp":"2026-03-05T21:10:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01927:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01927)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01927\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":263,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01927\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01928","actor":"rep_06","actor_name":"Marcus Vance","company":"Catalyst Software","opened_at":"2026-01-27T00:33:00.000Z","closed_at":"2026-01-27T00:54:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($117k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01928"],"decision_points":["ad_hoc_resolution_01928"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01928","actor":"rep_06","timestamp":"2026-01-27T00:33:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01928:00","content":"Operational trigger received from gmail for Catalyst Software ($117k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":63,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$117k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01928","actor":"rep_06","timestamp":"2026-01-27T00:40:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01928:01","content":"document reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01928","actor":"rep_06","timestamp":"2026-01-27T00:47:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01928","object":"record:crm_01928:02","content":"ad hoc resolution 01928 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01928\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01928\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01928","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01928\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01928","actor":"rep_06","timestamp":"2026-01-27T00:54:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01928:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01928)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01928\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":166,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01928\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01929","actor":"rep_32","actor_name":"Liam O'Connor","company":"NovaBio Labs","opened_at":"2026-02-16T22:49:00.000Z","closed_at":"2026-02-16T23:10:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($441k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01929"],"decision_points":["ad_hoc_resolution_01929"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01929","actor":"rep_32","timestamp":"2026-02-16T22:49:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01929:00","content":"Operational trigger received from hubspot for NovaBio Labs ($441k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$441k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01929","actor":"rep_32","timestamp":"2026-02-16T22:56:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01929:01","content":"record reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":267,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01929","actor":"rep_32","timestamp":"2026-02-16T23:03:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01929","object":"record:crm_01929:02","content":"ad hoc resolution 01929 recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01929\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01929\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01929","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01929\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01929","actor":"rep_32","timestamp":"2026-02-16T23:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01929:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01929)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01929\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":278,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01929\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01930","actor":"rep_25","actor_name":"Carlos Mendez","company":"Beacon Energy","opened_at":"2026-03-08T03:57:00.000Z","closed_at":"2026-03-08T04:18:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($272k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01930"],"decision_points":["ad_hoc_resolution_01930"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01930","actor":"rep_25","timestamp":"2026-03-08T03:57:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01930:00","content":"Operational trigger received from gmail for Beacon Energy ($272k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":73,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$272k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01930","actor":"rep_25","timestamp":"2026-03-08T04:04:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01930:01","content":"message reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01930","actor":"rep_25","timestamp":"2026-03-08T04:11:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01930","object":"record:crm_01930:02","content":"ad hoc resolution 01930 recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01930\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01930\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01930","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01930\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01930","actor":"rep_25","timestamp":"2026-03-08T04:18:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01930:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01930)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01930\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01930\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01931","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-02-24T06:30:00.000Z","closed_at":"2026-02-24T06:51:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from slack for NovaBio Labs ($203k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01931"],"decision_points":["ad_hoc_resolution_01931"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01931","actor":"rep_14","timestamp":"2026-02-24T06:30:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01931:00","content":"Operational trigger received from slack for NovaBio Labs ($203k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$203k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01931","actor":"rep_14","timestamp":"2026-02-24T06:37:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01931:01","content":"message reviewed recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01931","actor":"rep_14","timestamp":"2026-02-24T06:44:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01931","object":"record:crm_01931:02","content":"ad hoc resolution 01931 recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01931\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01931\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01931","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01931\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01931","actor":"rep_14","timestamp":"2026-02-24T06:51:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01931:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01931)","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01931\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":123,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01931\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01932","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-01-26T06:41:00.000Z","closed_at":"2026-01-26T07:02:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($99k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01932"],"decision_points":["ad_hoc_resolution_01932"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01932","actor":"rep_11","timestamp":"2026-01-26T06:41:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01932:00","content":"Operational trigger received from hubspot for CloudScale Data ($99k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$99k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01932","actor":"rep_11","timestamp":"2026-01-26T06:48:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01932:01","content":"document reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01932","actor":"rep_11","timestamp":"2026-01-26T06:55:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01932","object":"record:crm_01932:02","content":"ad hoc resolution 01932 recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01932\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01932\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01932","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01932\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01932","actor":"rep_11","timestamp":"2026-01-26T07:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01932:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01932)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01932\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":202,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01932\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01933","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-03-11T16:43:00.000Z","closed_at":"2026-03-11T17:04:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($172k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01933"],"decision_points":["ad_hoc_resolution_01933"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01933","actor":"rep_31","timestamp":"2026-03-11T16:43:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01933:00","content":"Operational trigger received from gmail for Vertex Cyber ($172k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":90,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$172k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01933","actor":"rep_31","timestamp":"2026-03-11T16:50:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01933:01","content":"record reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01933","actor":"rep_31","timestamp":"2026-03-11T16:57:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01933","object":"record:crm_01933:02","content":"ad hoc resolution 01933 recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01933\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01933\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01933","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01933\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01933","actor":"rep_31","timestamp":"2026-03-11T17:04:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01933:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01933)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01933\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":81,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01933\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01934","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-03-23T18:38:00.000Z","closed_at":"2026-03-23T18:59:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($60k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01934"],"decision_points":["ad_hoc_resolution_01934"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01934","actor":"rep_09","timestamp":"2026-03-23T18:38:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01934:00","content":"Operational trigger received from gmail for NovaBio Labs ($60k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":139,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$60k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01934","actor":"rep_09","timestamp":"2026-03-23T18:45:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01934:01","content":"document reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":117,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01934","actor":"rep_09","timestamp":"2026-03-23T18:52:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01934","object":"record:crm_01934:02","content":"ad hoc resolution 01934 recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01934\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01934\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01934","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01934\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01934","actor":"rep_09","timestamp":"2026-03-23T18:59:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01934:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01934)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01934\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":79,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01934\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01935","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-03-07T14:53:00.000Z","closed_at":"2026-03-07T15:14:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($344k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01935"],"decision_points":["ad_hoc_resolution_01935"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01935","actor":"rep_01","timestamp":"2026-03-07T14:53:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01935:00","content":"Operational trigger received from hubspot for Nexus AI ($344k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$344k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01935","actor":"rep_01","timestamp":"2026-03-07T15:00:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01935:01","content":"record reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01935","actor":"rep_01","timestamp":"2026-03-07T15:07:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01935","object":"record:crm_01935:02","content":"ad hoc resolution 01935 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01935\", entity=\"Nexus AI\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01935\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01935","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01935\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01935","actor":"rep_01","timestamp":"2026-03-07T15:14:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01935:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01935)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01935\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":106,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01935\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01936","actor":"rep_09","actor_name":"Elena Rostova","company":"Apex Retail Group","opened_at":"2026-01-06T05:54:00.000Z","closed_at":"2026-01-06T06:15:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($327k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01936"],"decision_points":["ad_hoc_resolution_01936"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01936","actor":"rep_09","timestamp":"2026-01-06T05:54:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01936:00","content":"Operational trigger received from hubspot for Apex Retail Group ($327k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$327k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01936","actor":"rep_09","timestamp":"2026-01-06T06:01:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01936:01","content":"record reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01936","actor":"rep_09","timestamp":"2026-01-06T06:08:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01936","object":"record:crm_01936:02","content":"ad hoc resolution 01936 recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01936\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01936\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01936","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01936\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01936","actor":"rep_09","timestamp":"2026-01-06T06:15:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01936:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01936)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01936\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":213,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01936\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01937","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-02-07T11:20:00.000Z","closed_at":"2026-02-07T11:41:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from slack for Catalyst Software ($333k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01937"],"decision_points":["ad_hoc_resolution_01937"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01937","actor":"rep_25","timestamp":"2026-02-07T11:20:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01937:00","content":"Operational trigger received from slack for Catalyst Software ($333k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":142,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Catalyst Software\",\"deal_size\":\"$333k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01937","actor":"rep_25","timestamp":"2026-02-07T11:27:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01937:01","content":"record reviewed recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01937","actor":"rep_25","timestamp":"2026-02-07T11:34:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01937","object":"record:crm_01937:02","content":"ad hoc resolution 01937 recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01937\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01937\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01937","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01937\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01937","actor":"rep_25","timestamp":"2026-02-07T11:41:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01937:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01937)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01937\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":142,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01937\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01938","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-02-06T21:14:00.000Z","closed_at":"2026-02-06T21:35:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($213k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01938"],"decision_points":["ad_hoc_resolution_01938"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01938","actor":"rep_25","timestamp":"2026-02-06T21:14:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01938:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($213k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":94,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$213k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01938","actor":"rep_25","timestamp":"2026-02-06T21:21:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01938:01","content":"record reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01938","actor":"rep_25","timestamp":"2026-02-06T21:28:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01938","object":"record:crm_01938:02","content":"ad hoc resolution 01938 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01938\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01938\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01938","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01938\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01938","actor":"rep_25","timestamp":"2026-02-06T21:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01938:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01938)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01938\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":82,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01938\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01939","actor":"rep_14","actor_name":"Rachel Adams","company":"Catalyst Software","opened_at":"2026-02-06T09:10:00.000Z","closed_at":"2026-02-06T09:31:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($126k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01939"],"decision_points":["ad_hoc_resolution_01939"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01939","actor":"rep_14","timestamp":"2026-02-06T09:10:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01939:00","content":"Operational trigger received from hubspot for Catalyst Software ($126k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":232,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$126k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01939","actor":"rep_14","timestamp":"2026-02-06T09:17:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01939:01","content":"record reviewed recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01939","actor":"rep_14","timestamp":"2026-02-06T09:24:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01939","object":"record:crm_01939:02","content":"ad hoc resolution 01939 recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01939\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":104,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01939\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01939","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01939\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01939","actor":"rep_14","timestamp":"2026-02-06T09:31:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01939:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01939)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01939\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":115,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01939\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01940","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-01-03T19:51:00.000Z","closed_at":"2026-01-03T20:12:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($241k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01940"],"decision_points":["ad_hoc_resolution_01940"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01940","actor":"rep_19","timestamp":"2026-01-03T19:51:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01940:00","content":"Operational trigger received from salesforce for Acme Health Systems ($241k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$241k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01940","actor":"rep_19","timestamp":"2026-01-03T19:58:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01940:01","content":"record reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01940","actor":"rep_19","timestamp":"2026-01-03T20:05:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01940","object":"record:crm_01940:02","content":"ad hoc resolution 01940 recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01940\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01940\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01940","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01940\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01940","actor":"rep_19","timestamp":"2026-01-03T20:12:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01940:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01940)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01940\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":97,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01940\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01941","actor":"rep_11","actor_name":"David Kim","company":"Aura Therapeutics","opened_at":"2026-03-21T23:57:00.000Z","closed_at":"2026-03-22T00:18:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($174k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01941"],"decision_points":["ad_hoc_resolution_01941"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01941","actor":"rep_11","timestamp":"2026-03-21T23:57:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01941:00","content":"Operational trigger received from gmail for Aura Therapeutics ($174k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":96,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01941","actor":"rep_11","timestamp":"2026-03-22T00:04:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01941:01","content":"document reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01941","actor":"rep_11","timestamp":"2026-03-22T00:11:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01941","object":"record:crm_01941:02","content":"ad hoc resolution 01941 recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01941\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":85,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01941\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01941","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01941\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01941","actor":"rep_11","timestamp":"2026-03-22T00:18:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01941:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01941)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01941\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01941\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01942","actor":"rep_20","actor_name":"Maya Patel","company":"Pinnacle Media","opened_at":"2026-03-26T23:38:00.000Z","closed_at":"2026-03-26T23:59:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($341k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01942"],"decision_points":["ad_hoc_resolution_01942"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01942","actor":"rep_20","timestamp":"2026-03-26T23:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01942:00","content":"Operational trigger received from salesforce for Pinnacle Media ($341k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$341k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01942","actor":"rep_20","timestamp":"2026-03-26T23:45:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01942:01","content":"record reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01942","actor":"rep_20","timestamp":"2026-03-26T23:52:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01942","object":"record:crm_01942:02","content":"ad hoc resolution 01942 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01942\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01942\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01942","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01942\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01942","actor":"rep_20","timestamp":"2026-03-26T23:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01942:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01942)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01942\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":243,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01942\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01943","actor":"rep_06","actor_name":"Marcus Vance","company":"Aura Therapeutics","opened_at":"2026-03-03T14:50:00.000Z","closed_at":"2026-03-03T15:11:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($85k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01943"],"decision_points":["ad_hoc_resolution_01943"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01943","actor":"rep_06","timestamp":"2026-03-03T14:50:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01943:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($85k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":116,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$85k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01943","actor":"rep_06","timestamp":"2026-03-03T14:57:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01943:01","content":"record reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01943","actor":"rep_06","timestamp":"2026-03-03T15:04:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01943","object":"record:crm_01943:02","content":"ad hoc resolution 01943 recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01943\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01943\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01943","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01943\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01943","actor":"rep_06","timestamp":"2026-03-03T15:11:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01943:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01943)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01943\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":135,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01943\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01944","actor":"rep_01","actor_name":"Sarah Chen","company":"OmniChannel Inc","opened_at":"2026-02-03T20:15:00.000Z","closed_at":"2026-02-03T20:36:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($229k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01944"],"decision_points":["ad_hoc_resolution_01944"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01944","actor":"rep_01","timestamp":"2026-02-03T20:15:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01944:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($229k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":240,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$229k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01944","actor":"rep_01","timestamp":"2026-02-03T20:22:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01944:01","content":"record reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01944","actor":"rep_01","timestamp":"2026-02-03T20:29:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01944","object":"record:crm_01944:02","content":"ad hoc resolution 01944 recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01944\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01944\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01944","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01944\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01944","actor":"rep_01","timestamp":"2026-02-03T20:36:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01944:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01944)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01944\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":195,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01944\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01945","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-01-20T14:56:00.000Z","closed_at":"2026-01-20T15:17:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from slack for NovaBio Labs ($262k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01945"],"decision_points":["ad_hoc_resolution_01945"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01945","actor":"rep_11","timestamp":"2026-01-20T14:56:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01945:00","content":"Operational trigger received from slack for NovaBio Labs ($262k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":244,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$262k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01945","actor":"rep_11","timestamp":"2026-01-20T15:03:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01945:01","content":"document reviewed recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01945","actor":"rep_11","timestamp":"2026-01-20T15:10:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01945","object":"record:crm_01945:02","content":"ad hoc resolution 01945 recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01945\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01945\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01945","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01945\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01945","actor":"rep_11","timestamp":"2026-01-20T15:17:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01945:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01945)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01945\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":191,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01945\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01946","actor":"rep_09","actor_name":"Elena Rostova","company":"Nexus AI","opened_at":"2026-01-13T22:41:00.000Z","closed_at":"2026-01-13T23:02:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($354k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01946"],"decision_points":["ad_hoc_resolution_01946"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01946","actor":"rep_09","timestamp":"2026-01-13T22:41:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01946:00","content":"Operational trigger received from gmail for Nexus AI ($354k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":99,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$354k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01946","actor":"rep_09","timestamp":"2026-01-13T22:48:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01946:01","content":"document reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":186,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01946","actor":"rep_09","timestamp":"2026-01-13T22:55:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01946","object":"record:crm_01946:02","content":"ad hoc resolution 01946 recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01946\", entity=\"Nexus AI\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01946\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01946","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01946\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01946","actor":"rep_09","timestamp":"2026-01-13T23:02:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01946:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01946)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01946\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":181,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01946\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01947","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-03-29T18:35:00.000Z","closed_at":"2026-03-29T18:56:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($207k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01947"],"decision_points":["ad_hoc_resolution_01947"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01947","actor":"rep_01","timestamp":"2026-03-29T18:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01947:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($207k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":79,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$207k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01947","actor":"rep_01","timestamp":"2026-03-29T18:42:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01947:01","content":"document reviewed recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01947","actor":"rep_01","timestamp":"2026-03-29T18:49:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01947","object":"record:crm_01947:02","content":"ad hoc resolution 01947 recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01947\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":158,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01947\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01947","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01947\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01947","actor":"rep_01","timestamp":"2026-03-29T18:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01947:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01947)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01947\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":220,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01947\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01948","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-01-13T23:16:00.000Z","closed_at":"2026-01-13T23:37:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($451k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01948"],"decision_points":["ad_hoc_resolution_01948"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01948","actor":"rep_14","timestamp":"2026-01-13T23:16:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01948:00","content":"Operational trigger received from hubspot for Pinnacle Media ($451k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$451k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01948","actor":"rep_14","timestamp":"2026-01-13T23:23:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01948:01","content":"document reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01948","actor":"rep_14","timestamp":"2026-01-13T23:30:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01948","object":"record:crm_01948:02","content":"ad hoc resolution 01948 recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01948\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01948\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01948","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01948\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01948","actor":"rep_14","timestamp":"2026-01-13T23:37:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01948:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01948)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01948\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":130,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01948\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01949","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-02-01T18:01:00.000Z","closed_at":"2026-02-01T18:22:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($222k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01949"],"decision_points":["ad_hoc_resolution_01949"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01949","actor":"rep_31","timestamp":"2026-02-01T18:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01949:00","content":"Operational trigger received from hubspot for Beacon Energy ($222k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":137,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$222k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01949","actor":"rep_31","timestamp":"2026-02-01T18:08:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01949:01","content":"record reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01949","actor":"rep_31","timestamp":"2026-02-01T18:15:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01949","object":"record:crm_01949:02","content":"ad hoc resolution 01949 recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01949\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01949\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01949","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01949\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01949","actor":"rep_31","timestamp":"2026-02-01T18:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01949:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01949)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01949\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":111,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01949\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01950","actor":"rep_20","actor_name":"Maya Patel","company":"Catalyst Software","opened_at":"2026-01-13T03:21:00.000Z","closed_at":"2026-01-13T03:42:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($308k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01950"],"decision_points":["ad_hoc_resolution_01950"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01950","actor":"rep_20","timestamp":"2026-01-13T03:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01950:00","content":"Operational trigger received from salesforce for Catalyst Software ($308k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":189,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$308k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01950","actor":"rep_20","timestamp":"2026-01-13T03:28:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01950:01","content":"message reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01950","actor":"rep_20","timestamp":"2026-01-13T03:35:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01950","object":"record:crm_01950:02","content":"ad hoc resolution 01950 recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01950\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01950\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01950","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01950\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01950","actor":"rep_20","timestamp":"2026-01-13T03:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01950:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01950)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01950\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":214,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01950\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01951","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-02-28T22:18:00.000Z","closed_at":"2026-02-28T22:39:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($68k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01951"],"decision_points":["ad_hoc_resolution_01951"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01951","actor":"rep_31","timestamp":"2026-02-28T22:18:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01951:00","content":"Operational trigger received from hubspot for Beacon Energy ($68k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":70,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$68k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01951","actor":"rep_31","timestamp":"2026-02-28T22:25:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01951:01","content":"record reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01951","actor":"rep_31","timestamp":"2026-02-28T22:32:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01951","object":"record:crm_01951:02","content":"ad hoc resolution 01951 recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01951\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01951\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01951","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01951\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01951","actor":"rep_31","timestamp":"2026-02-28T22:39:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01951:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01951)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01951\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":97,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01951\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01952","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-01-13T15:22:00.000Z","closed_at":"2026-01-13T15:43:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($446k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01952"],"decision_points":["ad_hoc_resolution_01952"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01952","actor":"rep_01","timestamp":"2026-01-13T15:22:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01952:00","content":"Operational trigger received from gmail for CloudScale Data ($446k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":220,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$446k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01952","actor":"rep_01","timestamp":"2026-01-13T15:29:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01952:01","content":"message reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01952","actor":"rep_01","timestamp":"2026-01-13T15:36:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01952","object":"record:crm_01952:02","content":"ad hoc resolution 01952 recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01952\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01952\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01952","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01952\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01952","actor":"rep_01","timestamp":"2026-01-13T15:43:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01952:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01952)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01952\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":134,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01952\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01953","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-01-25T23:06:00.000Z","closed_at":"2026-01-25T23:27:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from slack for Vanguard Financial ($273k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01953"],"decision_points":["ad_hoc_resolution_01953"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01953","actor":"rep_11","timestamp":"2026-01-25T23:06:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01953:00","content":"Operational trigger received from slack for Vanguard Financial ($273k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":64,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$273k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01953","actor":"rep_11","timestamp":"2026-01-25T23:13:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01953:01","content":"document reviewed recorded for Vanguard Financial","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":231,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01953","actor":"rep_11","timestamp":"2026-01-25T23:20:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01953","object":"record:crm_01953:02","content":"ad hoc resolution 01953 recorded for Vanguard Financial","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01953\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01953\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01953","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01953\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01953","actor":"rep_11","timestamp":"2026-01-25T23:27:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01953:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01953)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01953\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":213,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01953\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01954","actor":"rep_11","actor_name":"David Kim","company":"Aura Therapeutics","opened_at":"2026-01-13T10:57:00.000Z","closed_at":"2026-01-13T11:18:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from slack for Aura Therapeutics ($441k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01954"],"decision_points":["ad_hoc_resolution_01954"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01954","actor":"rep_11","timestamp":"2026-01-13T10:57:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01954:00","content":"Operational trigger received from slack for Aura Therapeutics ($441k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$441k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01954","actor":"rep_11","timestamp":"2026-01-13T11:04:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01954:01","content":"document reviewed recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01954","actor":"rep_11","timestamp":"2026-01-13T11:11:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01954","object":"record:crm_01954:02","content":"ad hoc resolution 01954 recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01954\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01954\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01954","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01954\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01954","actor":"rep_11","timestamp":"2026-01-13T11:18:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01954:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01954)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01954\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":117,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01954\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01955","actor":"rep_06","actor_name":"Marcus Vance","company":"OmniChannel Inc","opened_at":"2026-01-30T10:13:00.000Z","closed_at":"2026-01-30T10:34:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($347k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01955"],"decision_points":["ad_hoc_resolution_01955"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01955","actor":"rep_06","timestamp":"2026-01-30T10:13:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01955:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($347k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$347k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01955","actor":"rep_06","timestamp":"2026-01-30T10:20:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01955:01","content":"message reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01955","actor":"rep_06","timestamp":"2026-01-30T10:27:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01955","object":"record:crm_01955:02","content":"ad hoc resolution 01955 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01955\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01955\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01955","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01955\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01955","actor":"rep_06","timestamp":"2026-01-30T10:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01955:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01955)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01955\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01955\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01956","actor":"rep_31","actor_name":"Aisha Taylor","company":"FinTech Global","opened_at":"2026-02-21T13:33:00.000Z","closed_at":"2026-02-21T13:54:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($108k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01956"],"decision_points":["ad_hoc_resolution_01956"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01956","actor":"rep_31","timestamp":"2026-02-21T13:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01956:00","content":"Operational trigger received from salesforce for FinTech Global ($108k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":66,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$108k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01956","actor":"rep_31","timestamp":"2026-02-21T13:40:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01956:01","content":"record reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01956","actor":"rep_31","timestamp":"2026-02-21T13:47:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01956","object":"record:crm_01956:02","content":"ad hoc resolution 01956 recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01956\", entity=\"FinTech Global\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01956\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01956","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01956\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01956","actor":"rep_31","timestamp":"2026-02-21T13:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01956:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01956)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01956\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01956\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01957","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-03-24T20:01:00.000Z","closed_at":"2026-03-24T20:22:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from slack for Beacon Energy ($246k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01957"],"decision_points":["ad_hoc_resolution_01957"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01957","actor":"rep_14","timestamp":"2026-03-24T20:01:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01957:00","content":"Operational trigger received from slack for Beacon Energy ($246k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Beacon Energy\",\"deal_size\":\"$246k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01957","actor":"rep_14","timestamp":"2026-03-24T20:08:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01957:01","content":"record reviewed recorded for Beacon Energy","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01957","actor":"rep_14","timestamp":"2026-03-24T20:15:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01957","object":"record:crm_01957:02","content":"ad hoc resolution 01957 recorded for Beacon Energy","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01957\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":232,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01957\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01957","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01957\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01957","actor":"rep_14","timestamp":"2026-03-24T20:22:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01957:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01957)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01957\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":101,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01957\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01958","actor":"rep_20","actor_name":"Maya Patel","company":"OmniChannel Inc","opened_at":"2026-01-26T12:27:00.000Z","closed_at":"2026-01-26T12:48:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($192k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01958"],"decision_points":["ad_hoc_resolution_01958"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01958","actor":"rep_20","timestamp":"2026-01-26T12:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01958:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($192k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":278,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$192k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_01958","actor":"rep_20","timestamp":"2026-01-26T12:34:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01958:01","content":"message reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01958","actor":"rep_20","timestamp":"2026-01-26T12:41:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01958","object":"record:crm_01958:02","content":"ad hoc resolution 01958 recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01958\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01958\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01958","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01958\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_01958","actor":"rep_20","timestamp":"2026-01-26T12:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01958:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_01958)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01958\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":109,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01958\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01959","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-01-26T15:55:00.000Z","closed_at":"2026-01-26T16:16:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($90k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01959"],"decision_points":["ad_hoc_resolution_01959"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01959","actor":"rep_01","timestamp":"2026-01-26T15:55:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01959:00","content":"Operational trigger received from salesforce for CloudScale Data ($90k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":238,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$90k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01959","actor":"rep_01","timestamp":"2026-01-26T16:02:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01959:01","content":"document reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01959","actor":"rep_01","timestamp":"2026-01-26T16:09:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01959","object":"record:crm_01959:02","content":"ad hoc resolution 01959 recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01959\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01959\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01959","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01959\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01959","actor":"rep_01","timestamp":"2026-01-26T16:16:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01959:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01959)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01959\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01959\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01960","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-01-01T12:33:00.000Z","closed_at":"2026-01-01T12:54:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($320k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01960"],"decision_points":["ad_hoc_resolution_01960"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01960","actor":"rep_11","timestamp":"2026-01-01T12:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01960:00","content":"Operational trigger received from salesforce for Pinnacle Media ($320k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$320k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01960","actor":"rep_11","timestamp":"2026-01-01T12:40:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01960:01","content":"record reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01960","actor":"rep_11","timestamp":"2026-01-01T12:47:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01960","object":"record:crm_01960:02","content":"ad hoc resolution 01960 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01960\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":97,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01960\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01960","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01960\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01960","actor":"rep_11","timestamp":"2026-01-01T12:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01960:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01960)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01960\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":262,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01960\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01961","actor":"rep_14","actor_name":"Rachel Adams","company":"Vanguard Financial","opened_at":"2026-01-12T23:48:00.000Z","closed_at":"2026-01-13T00:09:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from slack for Vanguard Financial ($296k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01961"],"decision_points":["ad_hoc_resolution_01961"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01961","actor":"rep_14","timestamp":"2026-01-12T23:48:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01961:00","content":"Operational trigger received from slack for Vanguard Financial ($296k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$296k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01961","actor":"rep_14","timestamp":"2026-01-12T23:55:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01961:01","content":"record reviewed recorded for Vanguard Financial","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01961","actor":"rep_14","timestamp":"2026-01-13T00:02:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01961","object":"record:crm_01961:02","content":"ad hoc resolution 01961 recorded for Vanguard Financial","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01961\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01961\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01961","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01961\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01961","actor":"rep_14","timestamp":"2026-01-13T00:09:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01961:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01961)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01961\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01961\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01962","actor":"rep_06","actor_name":"Marcus Vance","company":"Aura Therapeutics","opened_at":"2026-02-19T04:51:00.000Z","closed_at":"2026-02-19T05:12:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($439k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01962"],"decision_points":["ad_hoc_resolution_01962"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01962","actor":"rep_06","timestamp":"2026-02-19T04:51:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01962:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($439k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":84,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$439k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01962","actor":"rep_06","timestamp":"2026-02-19T04:58:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_01962:01","content":"message reviewed recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01962","actor":"rep_06","timestamp":"2026-02-19T05:05:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01962","object":"record:crm_01962:02","content":"ad hoc resolution 01962 recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01962\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01962\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01962","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01962\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01962","actor":"rep_06","timestamp":"2026-02-19T05:12:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01962:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01962)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01962\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01962\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01963","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-03-28T20:23:00.000Z","closed_at":"2026-03-28T20:44:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($259k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01963"],"decision_points":["ad_hoc_resolution_01963"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01963","actor":"rep_14","timestamp":"2026-03-28T20:23:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01963:00","content":"Operational trigger received from gmail for Stripe Technologies ($259k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":165,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$259k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01963","actor":"rep_14","timestamp":"2026-03-28T20:30:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01963:01","content":"document reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01963","actor":"rep_14","timestamp":"2026-03-28T20:37:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01963","object":"record:crm_01963:02","content":"ad hoc resolution 01963 recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01963\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01963\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01963","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01963\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01963","actor":"rep_14","timestamp":"2026-03-28T20:44:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01963:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01963)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01963\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":244,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01963\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01964","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-01-08T20:52:00.000Z","closed_at":"2026-01-08T21:13:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($178k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01964"],"decision_points":["ad_hoc_resolution_01964"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01964","actor":"rep_14","timestamp":"2026-01-08T20:52:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01964:00","content":"Operational trigger received from gmail for Pinnacle Media ($178k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":93,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$178k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01964","actor":"rep_14","timestamp":"2026-01-08T20:59:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01964:01","content":"document reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01964","actor":"rep_14","timestamp":"2026-01-08T21:06:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01964","object":"record:crm_01964:02","content":"ad hoc resolution 01964 recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01964\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01964\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01964","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01964\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01964","actor":"rep_14","timestamp":"2026-01-08T21:13:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01964:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01964)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01964\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":263,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01964\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01965","actor":"rep_32","actor_name":"Liam O'Connor","company":"NovaBio Labs","opened_at":"2026-03-11T18:30:00.000Z","closed_at":"2026-03-11T18:51:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($183k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01965"],"decision_points":["ad_hoc_resolution_01965"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01965","actor":"rep_32","timestamp":"2026-03-11T18:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01965:00","content":"Operational trigger received from salesforce for NovaBio Labs ($183k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":46,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$183k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01965","actor":"rep_32","timestamp":"2026-03-11T18:37:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01965:01","content":"document reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01965","actor":"rep_32","timestamp":"2026-03-11T18:44:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01965","object":"record:crm_01965:02","content":"ad hoc resolution 01965 recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01965\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01965\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01965","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01965\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01965","actor":"rep_32","timestamp":"2026-03-11T18:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01965:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01965)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01965\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":254,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01965\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01966","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-03-28T23:11:00.000Z","closed_at":"2026-03-28T23:32:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($311k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01966"],"decision_points":["ad_hoc_resolution_01966"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01966","actor":"rep_25","timestamp":"2026-03-28T23:11:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01966:00","content":"Operational trigger received from hubspot for Nexus AI ($311k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":71,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$311k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01966","actor":"rep_25","timestamp":"2026-03-28T23:18:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01966:01","content":"record reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01966","actor":"rep_25","timestamp":"2026-03-28T23:25:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01966","object":"record:crm_01966:02","content":"ad hoc resolution 01966 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01966\", entity=\"Nexus AI\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01966\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01966","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01966\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01966","actor":"rep_25","timestamp":"2026-03-28T23:32:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01966:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01966)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01966\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":174,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01966\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01967","actor":"rep_19","actor_name":"James Wilson","company":"Catalyst Software","opened_at":"2026-01-24T14:22:00.000Z","closed_at":"2026-01-24T14:43:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($332k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01967"],"decision_points":["ad_hoc_resolution_01967"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01967","actor":"rep_19","timestamp":"2026-01-24T14:22:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01967:00","content":"Operational trigger received from gmail for Catalyst Software ($332k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":122,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$332k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01967","actor":"rep_19","timestamp":"2026-01-24T14:29:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01967:01","content":"message reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01967","actor":"rep_19","timestamp":"2026-01-24T14:36:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01967","object":"record:crm_01967:02","content":"ad hoc resolution 01967 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01967\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01967\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01967","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01967\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01967","actor":"rep_19","timestamp":"2026-01-24T14:43:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01967:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01967)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01967\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":156,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01967\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01968","actor":"rep_14","actor_name":"Rachel Adams","company":"Vanguard Financial","opened_at":"2026-01-15T04:47:00.000Z","closed_at":"2026-01-15T05:08:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($317k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01968"],"decision_points":["ad_hoc_resolution_01968"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01968","actor":"rep_14","timestamp":"2026-01-15T04:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01968:00","content":"Operational trigger received from salesforce for Vanguard Financial ($317k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":90,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$317k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_01968","actor":"rep_14","timestamp":"2026-01-15T04:54:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01968:01","content":"message reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01968","actor":"rep_14","timestamp":"2026-01-15T05:01:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01968","object":"record:crm_01968:02","content":"ad hoc resolution 01968 recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01968\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01968\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01968","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01968\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_01968","actor":"rep_14","timestamp":"2026-01-15T05:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01968:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_01968)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01968\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":54,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01968\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01969","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-01-27T06:27:00.000Z","closed_at":"2026-01-27T06:48:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($406k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01969"],"decision_points":["ad_hoc_resolution_01969"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01969","actor":"rep_37","timestamp":"2026-01-27T06:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01969:00","content":"Operational trigger received from salesforce for Catalyst Software ($406k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":195,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$406k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01969","actor":"rep_37","timestamp":"2026-01-27T06:34:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01969:01","content":"document reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01969","actor":"rep_37","timestamp":"2026-01-27T06:41:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01969","object":"record:crm_01969:02","content":"ad hoc resolution 01969 recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01969\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":73,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01969\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01969","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01969\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01969","actor":"rep_37","timestamp":"2026-01-27T06:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01969:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01969)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01969\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":125,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01969\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01970","actor":"rep_06","actor_name":"Marcus Vance","company":"Beacon Energy","opened_at":"2026-03-27T22:11:00.000Z","closed_at":"2026-03-27T22:32:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from slack for Beacon Energy ($420k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01970"],"decision_points":["ad_hoc_resolution_01970"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01970","actor":"rep_06","timestamp":"2026-03-27T22:11:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01970:00","content":"Operational trigger received from slack for Beacon Energy ($420k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Beacon Energy\",\"deal_size\":\"$420k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01970","actor":"rep_06","timestamp":"2026-03-27T22:18:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01970:01","content":"document reviewed recorded for Beacon Energy","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01970","actor":"rep_06","timestamp":"2026-03-27T22:25:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01970","object":"record:crm_01970:02","content":"ad hoc resolution 01970 recorded for Beacon Energy","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01970\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01970\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01970","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01970\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01970","actor":"rep_06","timestamp":"2026-03-27T22:32:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01970:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01970)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01970\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":142,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01970\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01971","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-01-29T03:02:00.000Z","closed_at":"2026-01-29T03:23:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($91k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01971"],"decision_points":["ad_hoc_resolution_01971"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01971","actor":"rep_09","timestamp":"2026-01-29T03:02:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01971:00","content":"Operational trigger received from gmail for Pinnacle Media ($91k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$91k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01971","actor":"rep_09","timestamp":"2026-01-29T03:09:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01971:01","content":"message reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01971","actor":"rep_09","timestamp":"2026-01-29T03:16:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01971","object":"record:crm_01971:02","content":"ad hoc resolution 01971 recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01971\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01971\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01971","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01971\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01971","actor":"rep_09","timestamp":"2026-01-29T03:23:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01971:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01971)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01971\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01971\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01972","actor":"rep_06","actor_name":"Marcus Vance","company":"Beacon Energy","opened_at":"2026-03-08T10:37:00.000Z","closed_at":"2026-03-08T10:58:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from slack for Beacon Energy ($199k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01972"],"decision_points":["ad_hoc_resolution_01972"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01972","actor":"rep_06","timestamp":"2026-03-08T10:37:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01972:00","content":"Operational trigger received from slack for Beacon Energy ($199k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":120,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Beacon Energy\",\"deal_size\":\"$199k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01972","actor":"rep_06","timestamp":"2026-03-08T10:44:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01972:01","content":"document reviewed recorded for Beacon Energy","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01972","actor":"rep_06","timestamp":"2026-03-08T10:51:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01972","object":"record:crm_01972:02","content":"ad hoc resolution 01972 recorded for Beacon Energy","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01972\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":155,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01972\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01972","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01972\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01972","actor":"rep_06","timestamp":"2026-03-08T10:58:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01972:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01972)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01972\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":265,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01972\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01973","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-01-25T01:44:00.000Z","closed_at":"2026-01-25T02:05:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($353k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01973"],"decision_points":["ad_hoc_resolution_01973"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01973","actor":"rep_37","timestamp":"2026-01-25T01:44:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01973:00","content":"Operational trigger received from hubspot for Vertex Cyber ($353k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":167,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$353k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01973","actor":"rep_37","timestamp":"2026-01-25T01:51:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_01973:01","content":"record reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01973","actor":"rep_37","timestamp":"2026-01-25T01:58:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01973","object":"record:crm_01973:02","content":"ad hoc resolution 01973 recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01973\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":63,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01973\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01973","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01973\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01973","actor":"rep_37","timestamp":"2026-01-25T02:05:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01973:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01973)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01973\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":187,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01973\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01974","actor":"rep_20","actor_name":"Maya Patel","company":"NovaBio Labs","opened_at":"2026-03-29T17:42:00.000Z","closed_at":"2026-03-29T18:03:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($67k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01974"],"decision_points":["ad_hoc_resolution_01974"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01974","actor":"rep_20","timestamp":"2026-03-29T17:42:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_01974:00","content":"Operational trigger received from hubspot for NovaBio Labs ($67k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":228,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$67k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_01974","actor":"rep_20","timestamp":"2026-03-29T17:49:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_01974:01","content":"document reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01974","actor":"rep_20","timestamp":"2026-03-29T17:56:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_01974","object":"record:crm_01974:02","content":"ad hoc resolution 01974 recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01974\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01974\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01974","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01974\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_01974","actor":"rep_20","timestamp":"2026-03-29T18:03:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_01974:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_01974)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01974\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":127,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01974\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01975","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-02-04T10:31:00.000Z","closed_at":"2026-02-04T10:52:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($95k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01975"],"decision_points":["ad_hoc_resolution_01975"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01975","actor":"rep_32","timestamp":"2026-02-04T10:31:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01975:00","content":"Operational trigger received from gmail for Nexus AI ($95k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":101,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$95k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01975","actor":"rep_32","timestamp":"2026-02-04T10:38:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01975:01","content":"document reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01975","actor":"rep_32","timestamp":"2026-02-04T10:45:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01975","object":"record:crm_01975:02","content":"ad hoc resolution 01975 recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01975\", entity=\"Nexus AI\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01975\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01975","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01975\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01975","actor":"rep_32","timestamp":"2026-02-04T10:52:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01975:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01975)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01975\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":218,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01975\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01976","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-03-14T06:32:00.000Z","closed_at":"2026-03-14T06:53:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from slack for FinTech Global ($51k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01976"],"decision_points":["ad_hoc_resolution_01976"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01976","actor":"rep_14","timestamp":"2026-03-14T06:32:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01976:00","content":"Operational trigger received from slack for FinTech Global ($51k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":253,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"FinTech Global\",\"deal_size\":\"$51k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01976","actor":"rep_14","timestamp":"2026-03-14T06:39:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01976:01","content":"message reviewed recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01976","actor":"rep_14","timestamp":"2026-03-14T06:46:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01976","object":"record:crm_01976:02","content":"ad hoc resolution 01976 recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01976\", entity=\"FinTech Global\")","http_status":200,"latency_ms":266,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01976\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01976","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01976\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01976","actor":"rep_14","timestamp":"2026-03-14T06:53:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01976:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01976)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01976\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":130,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01976\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01977","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-01-15T09:08:00.000Z","closed_at":"2026-01-15T09:29:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($242k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01977"],"decision_points":["ad_hoc_resolution_01977"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01977","actor":"rep_37","timestamp":"2026-01-15T09:08:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01977:00","content":"Operational trigger received from salesforce for Meridian Logistics ($242k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":158,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$242k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01977","actor":"rep_37","timestamp":"2026-01-15T09:15:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_01977:01","content":"record reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01977","actor":"rep_37","timestamp":"2026-01-15T09:22:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01977","object":"record:crm_01977:02","content":"ad hoc resolution 01977 recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01977\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01977\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01977","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01977\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01977","actor":"rep_37","timestamp":"2026-01-15T09:29:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01977:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01977)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01977\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":260,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01977\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01978","actor":"rep_25","actor_name":"Carlos Mendez","company":"Nexus AI","opened_at":"2026-02-19T01:02:00.000Z","closed_at":"2026-02-19T01:23:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from slack for Nexus AI ($172k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01978"],"decision_points":["ad_hoc_resolution_01978"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01978","actor":"rep_25","timestamp":"2026-02-19T01:02:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01978:00","content":"Operational trigger received from slack for Nexus AI ($172k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Nexus AI\",\"deal_size\":\"$172k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01978","actor":"rep_25","timestamp":"2026-02-19T01:09:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_01978:01","content":"message reviewed recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":61,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01978","actor":"rep_25","timestamp":"2026-02-19T01:16:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01978","object":"record:crm_01978:02","content":"ad hoc resolution 01978 recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01978\", entity=\"Nexus AI\")","http_status":200,"latency_ms":137,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01978\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01978","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01978\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01978","actor":"rep_25","timestamp":"2026-02-19T01:23:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01978:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01978)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01978\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":103,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01978\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01979","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-01-08T13:24:00.000Z","closed_at":"2026-01-08T13:45:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from slack for Aura Therapeutics ($56k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01979"],"decision_points":["ad_hoc_resolution_01979"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01979","actor":"rep_37","timestamp":"2026-01-08T13:24:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01979:00","content":"Operational trigger received from slack for Aura Therapeutics ($56k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":101,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$56k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01979","actor":"rep_37","timestamp":"2026-01-08T13:31:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01979:01","content":"document reviewed recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01979","actor":"rep_37","timestamp":"2026-01-08T13:38:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01979","object":"record:crm_01979:02","content":"ad hoc resolution 01979 recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01979\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01979\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01979","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01979\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01979","actor":"rep_37","timestamp":"2026-01-08T13:45:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01979:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01979)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01979\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":206,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01979\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01980","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vertex Cyber","opened_at":"2026-03-31T11:01:00.000Z","closed_at":"2026-03-31T11:22:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($134k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01980"],"decision_points":["ad_hoc_resolution_01980"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01980","actor":"rep_37","timestamp":"2026-03-31T11:01:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01980:00","content":"Operational trigger received from salesforce for Vertex Cyber ($134k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":169,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$134k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01980","actor":"rep_37","timestamp":"2026-03-31T11:08:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01980:01","content":"message reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01980","actor":"rep_37","timestamp":"2026-03-31T11:15:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01980","object":"record:crm_01980:02","content":"ad hoc resolution 01980 recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01980\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01980\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01980","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01980\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01980","actor":"rep_37","timestamp":"2026-03-31T11:22:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01980:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01980)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01980\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":277,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01980\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01981","actor":"rep_31","actor_name":"Aisha Taylor","company":"CloudScale Data","opened_at":"2026-03-30T11:41:00.000Z","closed_at":"2026-03-30T12:02:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($267k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01981"],"decision_points":["ad_hoc_resolution_01981"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01981","actor":"rep_31","timestamp":"2026-03-30T11:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01981:00","content":"Operational trigger received from salesforce for CloudScale Data ($267k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":253,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$267k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01981","actor":"rep_31","timestamp":"2026-03-30T11:48:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01981:01","content":"document reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01981","actor":"rep_31","timestamp":"2026-03-30T11:55:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01981","object":"record:crm_01981:02","content":"ad hoc resolution 01981 recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01981\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01981\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01981","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01981\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01981","actor":"rep_31","timestamp":"2026-03-30T12:02:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01981:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01981)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01981\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":135,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01981\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01982","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-02-21T23:58:00.000Z","closed_at":"2026-02-22T00:19:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($342k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01982"],"decision_points":["ad_hoc_resolution_01982"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01982","actor":"rep_37","timestamp":"2026-02-21T23:58:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01982:00","content":"Operational trigger received from salesforce for Nexus AI ($342k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":250,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$342k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_01982","actor":"rep_37","timestamp":"2026-02-22T00:05:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01982:01","content":"message reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01982","actor":"rep_37","timestamp":"2026-02-22T00:12:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01982","object":"record:crm_01982:02","content":"ad hoc resolution 01982 recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01982\", entity=\"Nexus AI\")","http_status":200,"latency_ms":62,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01982\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01982","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01982\", entity=\"Nexus AI\")"}},{"episode_id":"crm_01982","actor":"rep_37","timestamp":"2026-02-22T00:19:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01982:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_01982)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01982\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":102,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01982\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01983","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-03-06T13:07:00.000Z","closed_at":"2026-03-06T13:28:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($386k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01983"],"decision_points":["ad_hoc_resolution_01983"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01983","actor":"rep_14","timestamp":"2026-03-06T13:07:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01983:00","content":"Operational trigger received from gmail for Beacon Energy ($386k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":180,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$386k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_01983","actor":"rep_14","timestamp":"2026-03-06T13:14:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01983:01","content":"message reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01983","actor":"rep_14","timestamp":"2026-03-06T13:21:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01983","object":"record:crm_01983:02","content":"ad hoc resolution 01983 recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01983\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01983\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01983","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01983\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_01983","actor":"rep_14","timestamp":"2026-03-06T13:28:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01983:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_01983)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01983\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01983\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01984","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-01-22T04:34:00.000Z","closed_at":"2026-01-22T04:55:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from gmail for Pinnacle Media ($221k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01984"],"decision_points":["ad_hoc_resolution_01984"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01984","actor":"rep_19","timestamp":"2026-01-22T04:34:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01984:00","content":"Operational trigger received from gmail for Pinnacle Media ($221k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$221k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01984","actor":"rep_19","timestamp":"2026-01-22T04:41:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01984:01","content":"message reviewed recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01984","actor":"rep_19","timestamp":"2026-01-22T04:48:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01984","object":"record:crm_01984:02","content":"ad hoc resolution 01984 recorded for Pinnacle Media","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01984\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01984\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01984","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01984\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01984","actor":"rep_19","timestamp":"2026-01-22T04:55:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01984:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01984)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01984\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":92,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01984\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01985","actor":"rep_09","actor_name":"Elena Rostova","company":"Sentinel Networks","opened_at":"2026-01-18T20:48:00.000Z","closed_at":"2026-01-18T21:09:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($374k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01985"],"decision_points":["ad_hoc_resolution_01985"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01985","actor":"rep_09","timestamp":"2026-01-18T20:48:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01985:00","content":"Operational trigger received from salesforce for Sentinel Networks ($374k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":234,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$374k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_01985","actor":"rep_09","timestamp":"2026-01-18T20:55:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01985:01","content":"document reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01985","actor":"rep_09","timestamp":"2026-01-18T21:02:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01985","object":"record:crm_01985:02","content":"ad hoc resolution 01985 recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01985\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":55,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01985\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01985","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01985\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_01985","actor":"rep_09","timestamp":"2026-01-18T21:09:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01985:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_01985)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01985\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":191,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01985\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01986","actor":"rep_14","actor_name":"Rachel Adams","company":"Apex Retail Group","opened_at":"2026-03-31T05:27:00.000Z","closed_at":"2026-03-31T05:48:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($135k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01986"],"decision_points":["ad_hoc_resolution_01986"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01986","actor":"rep_14","timestamp":"2026-03-31T05:27:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01986:00","content":"Operational trigger received from gmail for Apex Retail Group ($135k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":87,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$135k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01986","actor":"rep_14","timestamp":"2026-03-31T05:34:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_01986:01","content":"message reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01986","actor":"rep_14","timestamp":"2026-03-31T05:41:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01986","object":"record:crm_01986:02","content":"ad hoc resolution 01986 recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01986\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01986\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01986","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01986\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01986","actor":"rep_14","timestamp":"2026-03-31T05:48:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01986:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01986)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01986\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":173,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01986\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01987","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-02-26T13:12:00.000Z","closed_at":"2026-02-26T13:33:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($301k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01987"],"decision_points":["ad_hoc_resolution_01987"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01987","actor":"rep_14","timestamp":"2026-02-26T13:12:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01987:00","content":"Operational trigger received from gmail for CloudScale Data ($301k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":131,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$301k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_01987","actor":"rep_14","timestamp":"2026-02-26T13:19:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01987:01","content":"record reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01987","actor":"rep_14","timestamp":"2026-02-26T13:26:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01987","object":"record:crm_01987:02","content":"ad hoc resolution 01987 recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01987\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01987\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01987","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01987\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_01987","actor":"rep_14","timestamp":"2026-02-26T13:33:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01987:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_01987)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01987\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01987\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01988","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-03-17T03:10:00.000Z","closed_at":"2026-03-17T03:31:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($312k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01988"],"decision_points":["ad_hoc_resolution_01988"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01988","actor":"rep_19","timestamp":"2026-03-17T03:10:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01988:00","content":"Operational trigger received from gmail for Apex Retail Group ($312k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":134,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$312k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_01988","actor":"rep_19","timestamp":"2026-03-17T03:17:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01988:01","content":"record reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01988","actor":"rep_19","timestamp":"2026-03-17T03:24:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01988","object":"record:crm_01988:02","content":"ad hoc resolution 01988 recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01988\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01988\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01988","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01988\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_01988","actor":"rep_19","timestamp":"2026-03-17T03:31:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01988:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_01988)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01988\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":112,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01988\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01989","actor":"rep_20","actor_name":"Maya Patel","company":"Meridian Logistics","opened_at":"2026-01-09T05:25:00.000Z","closed_at":"2026-01-09T05:46:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($353k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01989"],"decision_points":["ad_hoc_resolution_01989"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01989","actor":"rep_20","timestamp":"2026-01-09T05:25:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01989:00","content":"Operational trigger received from gmail for Meridian Logistics ($353k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":111,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$353k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_01989","actor":"rep_20","timestamp":"2026-01-09T05:32:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01989:01","content":"document reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01989","actor":"rep_20","timestamp":"2026-01-09T05:39:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01989","object":"record:crm_01989:02","content":"ad hoc resolution 01989 recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01989\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01989\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01989","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01989\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_01989","actor":"rep_20","timestamp":"2026-01-09T05:46:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01989:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_01989)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01989\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":86,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01989\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01990","actor":"rep_19","actor_name":"James Wilson","company":"Vertex Cyber","opened_at":"2026-01-11T00:35:00.000Z","closed_at":"2026-01-11T00:56:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($184k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01990"],"decision_points":["ad_hoc_resolution_01990"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01990","actor":"rep_19","timestamp":"2026-01-11T00:35:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01990:00","content":"Operational trigger received from gmail for Vertex Cyber ($184k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$184k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01990","actor":"rep_19","timestamp":"2026-01-11T00:42:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_01990:01","content":"document reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01990","actor":"rep_19","timestamp":"2026-01-11T00:49:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01990","object":"record:crm_01990:02","content":"ad hoc resolution 01990 recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01990\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01990\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01990","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01990\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01990","actor":"rep_19","timestamp":"2026-01-11T00:56:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01990:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01990)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01990\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":123,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01990\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01991","actor":"rep_19","actor_name":"James Wilson","company":"Vertex Cyber","opened_at":"2026-03-04T04:57:00.000Z","closed_at":"2026-03-04T05:18:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($200k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01991"],"decision_points":["ad_hoc_resolution_01991"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01991","actor":"rep_19","timestamp":"2026-03-04T04:57:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_01991:00","content":"Operational trigger received from gmail for Vertex Cyber ($200k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":140,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$200k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_01991","actor":"rep_19","timestamp":"2026-03-04T05:04:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_01991:01","content":"record reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":81,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01991","actor":"rep_19","timestamp":"2026-03-04T05:11:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_01991","object":"record:crm_01991:02","content":"ad hoc resolution 01991 recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01991\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01991\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01991","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01991\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_01991","actor":"rep_19","timestamp":"2026-03-04T05:18:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_01991:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_01991)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01991\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":144,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01991\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01992","actor":"rep_06","actor_name":"Marcus Vance","company":"FinTech Global","opened_at":"2026-02-25T08:36:00.000Z","closed_at":"2026-02-25T08:57:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from slack for FinTech Global ($97k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01992"],"decision_points":["ad_hoc_resolution_01992"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01992","actor":"rep_06","timestamp":"2026-02-25T08:36:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01992:00","content":"Operational trigger received from slack for FinTech Global ($97k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":81,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"FinTech Global\",\"deal_size\":\"$97k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_01992","actor":"rep_06","timestamp":"2026-02-25T08:43:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01992:01","content":"record reviewed recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01992","actor":"rep_06","timestamp":"2026-02-25T08:50:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01992","object":"record:crm_01992:02","content":"ad hoc resolution 01992 recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01992\", entity=\"FinTech Global\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01992\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01992","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01992\", entity=\"FinTech Global\")"}},{"episode_id":"crm_01992","actor":"rep_06","timestamp":"2026-02-25T08:57:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01992:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_01992)","tool":"slack","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01992\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":52,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01992\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01993","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-01-26T21:39:00.000Z","closed_at":"2026-01-26T22:00:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from slack for Acme Health Systems ($143k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01993"],"decision_points":["ad_hoc_resolution_01993"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01993","actor":"rep_19","timestamp":"2026-01-26T21:39:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01993:00","content":"Operational trigger received from slack for Acme Health Systems ($143k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":262,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$143k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01993","actor":"rep_19","timestamp":"2026-01-26T21:46:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01993:01","content":"document reviewed recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01993","actor":"rep_19","timestamp":"2026-01-26T21:53:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01993","object":"record:crm_01993:02","content":"ad hoc resolution 01993 recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01993\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":138,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01993\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01993","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01993\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01993","actor":"rep_19","timestamp":"2026-01-26T22:00:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01993:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01993)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01993\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":212,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01993\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01994","actor":"rep_25","actor_name":"Carlos Mendez","company":"Pinnacle Media","opened_at":"2026-01-08T00:05:00.000Z","closed_at":"2026-01-08T00:26:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($247k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01994"],"decision_points":["ad_hoc_resolution_01994"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01994","actor":"rep_25","timestamp":"2026-01-08T00:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01994:00","content":"Operational trigger received from salesforce for Pinnacle Media ($247k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$247k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_01994","actor":"rep_25","timestamp":"2026-01-08T00:12:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_01994:01","content":"document reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01994","actor":"rep_25","timestamp":"2026-01-08T00:19:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01994","object":"record:crm_01994:02","content":"ad hoc resolution 01994 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01994\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01994\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01994","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01994\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_01994","actor":"rep_25","timestamp":"2026-01-08T00:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01994:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_01994)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01994\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":180,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01994\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01995","actor":"rep_31","actor_name":"Aisha Taylor","company":"Catalyst Software","opened_at":"2026-03-14T10:45:00.000Z","closed_at":"2026-03-14T11:06:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from slack for Catalyst Software ($143k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01995"],"decision_points":["ad_hoc_resolution_01995"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01995","actor":"rep_31","timestamp":"2026-03-14T10:45:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01995:00","content":"Operational trigger received from slack for Catalyst Software ($143k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":81,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Catalyst Software\",\"deal_size\":\"$143k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_01995","actor":"rep_31","timestamp":"2026-03-14T10:52:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01995:01","content":"record reviewed recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":171,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01995","actor":"rep_31","timestamp":"2026-03-14T10:59:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01995","object":"record:crm_01995:02","content":"ad hoc resolution 01995 recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01995\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01995\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01995","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01995\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_01995","actor":"rep_31","timestamp":"2026-03-14T11:06:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01995:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_01995)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01995\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":215,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01995\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01996","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-02-15T16:07:00.000Z","closed_at":"2026-02-15T16:28:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($179k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_01996"],"decision_points":["ad_hoc_resolution_01996"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01996","actor":"rep_25","timestamp":"2026-02-15T16:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_01996:00","content":"Operational trigger received from salesforce for Stripe Technologies ($179k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":137,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$179k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_01996","actor":"rep_25","timestamp":"2026-02-15T16:14:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_01996:01","content":"message reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":154,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01996","actor":"rep_25","timestamp":"2026-02-15T16:21:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_01996","object":"record:crm_01996:02","content":"ad hoc resolution 01996 recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01996\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01996\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01996","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01996\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_01996","actor":"rep_25","timestamp":"2026-02-15T16:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_01996:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_01996)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01996\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":72,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01996\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01997","actor":"rep_31","actor_name":"Aisha Taylor","company":"Aura Therapeutics","opened_at":"2026-01-26T04:14:00.000Z","closed_at":"2026-01-26T04:35:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from slack for Aura Therapeutics ($425k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01997"],"decision_points":["ad_hoc_resolution_01997"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01997","actor":"rep_31","timestamp":"2026-01-26T04:14:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01997:00","content":"Operational trigger received from slack for Aura Therapeutics ($425k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":47,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$425k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01997","actor":"rep_31","timestamp":"2026-01-26T04:21:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01997:01","content":"document reviewed recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01997","actor":"rep_31","timestamp":"2026-01-26T04:28:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01997","object":"record:crm_01997:02","content":"ad hoc resolution 01997 recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01997\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01997\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01997","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01997\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01997","actor":"rep_31","timestamp":"2026-01-26T04:35:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01997:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01997)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01997\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":67,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01997\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01998","actor":"rep_20","actor_name":"Maya Patel","company":"Acme Health Systems","opened_at":"2026-03-15T14:04:00.000Z","closed_at":"2026-03-15T14:25:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from slack for Acme Health Systems ($237k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_01998"],"decision_points":["ad_hoc_resolution_01998"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01998","actor":"rep_20","timestamp":"2026-03-15T14:04:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01998:00","content":"Operational trigger received from slack for Acme Health Systems ($237k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$237k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_01998","actor":"rep_20","timestamp":"2026-03-15T14:11:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_01998:01","content":"document reviewed recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":142,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01998","actor":"rep_20","timestamp":"2026-03-15T14:18:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01998","object":"record:crm_01998:02","content":"ad hoc resolution 01998 recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01998\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01998\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01998","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01998\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_01998","actor":"rep_20","timestamp":"2026-03-15T14:25:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01998:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_01998)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01998\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":178,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01998\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_01999","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-02-23T12:09:00.000Z","closed_at":"2026-02-23T12:30:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from slack for Aura Therapeutics ($206k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_01999"],"decision_points":["ad_hoc_resolution_01999"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_01999","actor":"rep_01","timestamp":"2026-02-23T12:09:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_01999:00","content":"Operational trigger received from slack for Aura Therapeutics ($206k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":156,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$206k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_01999","actor":"rep_01","timestamp":"2026-02-23T12:16:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_01999:01","content":"record reviewed recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01999","actor":"rep_01","timestamp":"2026-02-23T12:23:00.000Z","source":"slack","event_type":"ad_hoc_resolution_01999","object":"record:crm_01999:02","content":"ad hoc resolution 01999 recorded for Aura Therapeutics","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01999\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":140,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_01999\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_01999","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_01999\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_01999","actor":"rep_01","timestamp":"2026-02-23T12:30:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_01999:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_01999)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01999\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":232,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_01999\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02000","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-02-09T10:27:00.000Z","closed_at":"2026-02-09T10:48:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from slack for Pinnacle Media ($147k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02000"],"decision_points":["ad_hoc_resolution_02000"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02000","actor":"rep_11","timestamp":"2026-02-09T10:27:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02000:00","content":"Operational trigger received from slack for Pinnacle Media ($147k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":248,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$147k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02000","actor":"rep_11","timestamp":"2026-02-09T10:34:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02000:01","content":"record reviewed recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02000","actor":"rep_11","timestamp":"2026-02-09T10:41:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02000","object":"record:crm_02000:02","content":"ad hoc resolution 02000 recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02000\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02000\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02000","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02000\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02000","actor":"rep_11","timestamp":"2026-02-09T10:48:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02000:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02000)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02000\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":270,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02000\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02001","actor":"rep_37","actor_name":"Sophia Zhang","company":"Apex Retail Group","opened_at":"2026-01-04T15:26:00.000Z","closed_at":"2026-01-04T15:47:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($399k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02001"],"decision_points":["ad_hoc_resolution_02001"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02001","actor":"rep_37","timestamp":"2026-01-04T15:26:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02001:00","content":"Operational trigger received from gmail for Apex Retail Group ($399k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":230,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$399k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02001","actor":"rep_37","timestamp":"2026-01-04T15:33:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02001:01","content":"message reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":100,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02001","actor":"rep_37","timestamp":"2026-01-04T15:40:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02001","object":"record:crm_02001:02","content":"ad hoc resolution 02001 recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02001\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02001\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02001","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02001\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02001","actor":"rep_37","timestamp":"2026-01-04T15:47:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02001:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02001)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02001\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":91,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02001\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02002","actor":"rep_31","actor_name":"Aisha Taylor","company":"Pinnacle Media","opened_at":"2026-01-10T08:17:00.000Z","closed_at":"2026-01-10T08:38:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($285k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02002"],"decision_points":["ad_hoc_resolution_02002"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02002","actor":"rep_31","timestamp":"2026-01-10T08:17:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02002:00","content":"Operational trigger received from salesforce for Pinnacle Media ($285k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":170,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$285k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02002","actor":"rep_31","timestamp":"2026-01-10T08:24:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02002:01","content":"record reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02002","actor":"rep_31","timestamp":"2026-01-10T08:31:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02002","object":"record:crm_02002:02","content":"ad hoc resolution 02002 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02002\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02002\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02002","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02002\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02002","actor":"rep_31","timestamp":"2026-01-10T08:38:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02002:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02002)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02002\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":107,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02002\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02003","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-03-30T03:36:00.000Z","closed_at":"2026-03-30T03:57:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($440k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02003"],"decision_points":["ad_hoc_resolution_02003"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02003","actor":"rep_37","timestamp":"2026-03-30T03:36:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02003:00","content":"Operational trigger received from hubspot for CloudScale Data ($440k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":145,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$440k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02003","actor":"rep_37","timestamp":"2026-03-30T03:43:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02003:01","content":"document reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":212,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02003","actor":"rep_37","timestamp":"2026-03-30T03:50:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02003","object":"record:crm_02003:02","content":"ad hoc resolution 02003 recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02003\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02003\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02003","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02003\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02003","actor":"rep_37","timestamp":"2026-03-30T03:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02003:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02003)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02003\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":227,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02003\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02004","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-02-01T07:05:00.000Z","closed_at":"2026-02-01T07:26:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($316k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02004"],"decision_points":["ad_hoc_resolution_02004"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02004","actor":"rep_11","timestamp":"2026-02-01T07:05:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02004:00","content":"Operational trigger received from salesforce for Catalyst Software ($316k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$316k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_02004","actor":"rep_11","timestamp":"2026-02-01T07:12:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02004:01","content":"message reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":280,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02004","actor":"rep_11","timestamp":"2026-02-01T07:19:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02004","object":"record:crm_02004:02","content":"ad hoc resolution 02004 recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02004\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02004\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02004","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02004\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02004","actor":"rep_11","timestamp":"2026-02-01T07:26:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02004:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_02004)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02004\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":238,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02004\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02005","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-01-02T02:12:00.000Z","closed_at":"2026-01-02T02:33:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($255k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02005"],"decision_points":["ad_hoc_resolution_02005"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02005","actor":"rep_11","timestamp":"2026-01-02T02:12:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02005:00","content":"Operational trigger received from gmail for Vertex Cyber ($255k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":68,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$255k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02005","actor":"rep_11","timestamp":"2026-01-02T02:19:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_02005:01","content":"document reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02005","actor":"rep_11","timestamp":"2026-01-02T02:26:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02005","object":"record:crm_02005:02","content":"ad hoc resolution 02005 recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02005\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02005\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02005","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02005\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02005","actor":"rep_11","timestamp":"2026-01-02T02:33:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02005:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02005)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02005\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":245,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02005\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02006","actor":"rep_14","actor_name":"Rachel Adams","company":"Acme Health Systems","opened_at":"2026-02-16T15:32:00.000Z","closed_at":"2026-02-16T15:53:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($57k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02006"],"decision_points":["ad_hoc_resolution_02006"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02006","actor":"rep_14","timestamp":"2026-02-16T15:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02006:00","content":"Operational trigger received from hubspot for Acme Health Systems ($57k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":71,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$57k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02006","actor":"rep_14","timestamp":"2026-02-16T15:39:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02006:01","content":"message reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02006","actor":"rep_14","timestamp":"2026-02-16T15:46:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02006","object":"record:crm_02006:02","content":"ad hoc resolution 02006 recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02006\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":246,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02006\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02006","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02006\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02006","actor":"rep_14","timestamp":"2026-02-16T15:53:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02006:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02006)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02006\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":242,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02006\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02007","actor":"rep_11","actor_name":"David Kim","company":"Nexus AI","opened_at":"2026-01-20T17:38:00.000Z","closed_at":"2026-01-20T17:59:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($114k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02007"],"decision_points":["ad_hoc_resolution_02007"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02007","actor":"rep_11","timestamp":"2026-01-20T17:38:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02007:00","content":"Operational trigger received from salesforce for Nexus AI ($114k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":280,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$114k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02007","actor":"rep_11","timestamp":"2026-01-20T17:45:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02007:01","content":"document reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02007","actor":"rep_11","timestamp":"2026-01-20T17:52:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02007","object":"record:crm_02007:02","content":"ad hoc resolution 02007 recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02007\", entity=\"Nexus AI\")","http_status":200,"latency_ms":84,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02007\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02007","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02007\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02007","actor":"rep_11","timestamp":"2026-01-20T17:59:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02007:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02007)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02007\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02007\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02008","actor":"rep_01","actor_name":"Sarah Chen","company":"Nexus AI","opened_at":"2026-02-23T10:19:00.000Z","closed_at":"2026-02-23T10:40:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from slack for Nexus AI ($414k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02008"],"decision_points":["ad_hoc_resolution_02008"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02008","actor":"rep_01","timestamp":"2026-02-23T10:19:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02008:00","content":"Operational trigger received from slack for Nexus AI ($414k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":139,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Nexus AI\",\"deal_size\":\"$414k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02008","actor":"rep_01","timestamp":"2026-02-23T10:26:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02008:01","content":"record reviewed recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02008","actor":"rep_01","timestamp":"2026-02-23T10:33:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02008","object":"record:crm_02008:02","content":"ad hoc resolution 02008 recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02008\", entity=\"Nexus AI\")","http_status":200,"latency_ms":181,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02008\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02008","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02008\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02008","actor":"rep_01","timestamp":"2026-02-23T10:40:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02008:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02008)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02008\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":162,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02008\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02009","actor":"rep_11","actor_name":"David Kim","company":"Meridian Logistics","opened_at":"2026-03-07T14:22:00.000Z","closed_at":"2026-03-07T14:43:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from slack for Meridian Logistics ($228k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02009"],"decision_points":["ad_hoc_resolution_02009"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02009","actor":"rep_11","timestamp":"2026-03-07T14:22:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02009:00","content":"Operational trigger received from slack for Meridian Logistics ($228k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":110,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$228k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_02009","actor":"rep_11","timestamp":"2026-03-07T14:29:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_02009:01","content":"message reviewed recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02009","actor":"rep_11","timestamp":"2026-03-07T14:36:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02009","object":"record:crm_02009:02","content":"ad hoc resolution 02009 recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02009\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02009\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02009","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02009\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02009","actor":"rep_11","timestamp":"2026-03-07T14:43:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02009:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_02009)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02009\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":264,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02009\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02010","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-01-15T20:17:00.000Z","closed_at":"2026-01-15T20:38:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($277k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02010"],"decision_points":["ad_hoc_resolution_02010"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02010","actor":"rep_32","timestamp":"2026-01-15T20:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02010:00","content":"Operational trigger received from hubspot for Vanguard Financial ($277k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":152,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$277k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_02010","actor":"rep_32","timestamp":"2026-01-15T20:24:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02010:01","content":"message reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":189,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_02010","actor":"rep_32","timestamp":"2026-01-15T20:31:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02010","object":"record:crm_02010:02","content":"ad hoc resolution 02010 recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02010\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02010\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02010","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02010\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_02010","actor":"rep_32","timestamp":"2026-01-15T20:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02010:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_02010)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02010\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":180,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02010\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02011","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-03-20T19:45:00.000Z","closed_at":"2026-03-20T20:06:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($206k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02011"],"decision_points":["ad_hoc_resolution_02011"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02011","actor":"rep_32","timestamp":"2026-03-20T19:45:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02011:00","content":"Operational trigger received from hubspot for Nexus AI ($206k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":148,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$206k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02011","actor":"rep_32","timestamp":"2026-03-20T19:52:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02011:01","content":"message reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02011","actor":"rep_32","timestamp":"2026-03-20T19:59:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02011","object":"record:crm_02011:02","content":"ad hoc resolution 02011 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02011\", entity=\"Nexus AI\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02011\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02011","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02011\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02011","actor":"rep_32","timestamp":"2026-03-20T20:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02011:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02011)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02011\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":231,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02011\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02012","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-03-18T02:31:00.000Z","closed_at":"2026-03-18T02:52:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($241k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02012"],"decision_points":["ad_hoc_resolution_02012"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02012","actor":"rep_09","timestamp":"2026-03-18T02:31:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02012:00","content":"Operational trigger received from salesforce for Acme Health Systems ($241k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":58,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$241k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02012","actor":"rep_09","timestamp":"2026-03-18T02:38:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02012:01","content":"record reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02012","actor":"rep_09","timestamp":"2026-03-18T02:45:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02012","object":"record:crm_02012:02","content":"ad hoc resolution 02012 recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02012\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02012\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02012","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02012\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02012","actor":"rep_09","timestamp":"2026-03-18T02:52:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02012:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02012)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02012\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":281,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02012\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02013","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-02-05T18:41:00.000Z","closed_at":"2026-02-05T19:02:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($254k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02013"],"decision_points":["ad_hoc_resolution_02013"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02013","actor":"rep_32","timestamp":"2026-02-05T18:41:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02013:00","content":"Operational trigger received from salesforce for Vertex Cyber ($254k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":66,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$254k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02013","actor":"rep_32","timestamp":"2026-02-05T18:48:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02013:01","content":"message reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02013","actor":"rep_32","timestamp":"2026-02-05T18:55:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02013","object":"record:crm_02013:02","content":"ad hoc resolution 02013 recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02013\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02013\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02013","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02013\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02013","actor":"rep_32","timestamp":"2026-02-05T19:02:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02013:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02013)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02013\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02013\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02014","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-01-07T09:03:00.000Z","closed_at":"2026-01-07T09:24:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($79k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02014"],"decision_points":["ad_hoc_resolution_02014"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02014","actor":"rep_01","timestamp":"2026-01-07T09:03:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02014:00","content":"Operational trigger received from hubspot for Catalyst Software ($79k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":190,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$79k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_02014","actor":"rep_01","timestamp":"2026-01-07T09:10:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02014:01","content":"record reviewed recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02014","actor":"rep_01","timestamp":"2026-01-07T09:17:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02014","object":"record:crm_02014:02","content":"ad hoc resolution 02014 recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02014\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02014\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02014","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02014\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02014","actor":"rep_01","timestamp":"2026-01-07T09:24:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02014:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_02014)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02014\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02014\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02015","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-03-30T19:14:00.000Z","closed_at":"2026-03-30T19:35:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from slack for FinTech Global ($191k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02015"],"decision_points":["ad_hoc_resolution_02015"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02015","actor":"rep_20","timestamp":"2026-03-30T19:14:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02015:00","content":"Operational trigger received from slack for FinTech Global ($191k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":60,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"FinTech Global\",\"deal_size\":\"$191k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02015","actor":"rep_20","timestamp":"2026-03-30T19:21:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02015:01","content":"document reviewed recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":67,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02015","actor":"rep_20","timestamp":"2026-03-30T19:28:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02015","object":"record:crm_02015:02","content":"ad hoc resolution 02015 recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02015\", entity=\"FinTech Global\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02015\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02015","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02015\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02015","actor":"rep_20","timestamp":"2026-03-30T19:35:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02015:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02015)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02015\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02015\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02016","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-01-28T17:01:00.000Z","closed_at":"2026-01-28T17:22:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($82k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02016"],"decision_points":["ad_hoc_resolution_02016"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02016","actor":"rep_09","timestamp":"2026-01-28T17:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02016:00","content":"Operational trigger received from hubspot for Pinnacle Media ($82k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$82k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02016","actor":"rep_09","timestamp":"2026-01-28T17:08:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02016:01","content":"record reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02016","actor":"rep_09","timestamp":"2026-01-28T17:15:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02016","object":"record:crm_02016:02","content":"ad hoc resolution 02016 recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02016\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02016\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02016","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02016\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02016","actor":"rep_09","timestamp":"2026-01-28T17:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02016:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02016)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02016\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":143,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02016\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02017","actor":"rep_06","actor_name":"Marcus Vance","company":"OmniChannel Inc","opened_at":"2026-02-05T14:06:00.000Z","closed_at":"2026-02-05T14:27:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($223k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02017"],"decision_points":["ad_hoc_resolution_02017"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02017","actor":"rep_06","timestamp":"2026-02-05T14:06:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02017:00","content":"Operational trigger received from gmail for OmniChannel Inc ($223k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":109,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$223k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02017","actor":"rep_06","timestamp":"2026-02-05T14:13:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02017:01","content":"message reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02017","actor":"rep_06","timestamp":"2026-02-05T14:20:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02017","object":"record:crm_02017:02","content":"ad hoc resolution 02017 recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02017\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":157,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02017\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02017","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02017\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02017","actor":"rep_06","timestamp":"2026-02-05T14:27:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02017:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02017)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02017\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02017\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02018","actor":"rep_01","actor_name":"Sarah Chen","company":"OmniChannel Inc","opened_at":"2026-01-18T19:13:00.000Z","closed_at":"2026-01-18T19:34:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from slack for OmniChannel Inc ($421k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02018"],"decision_points":["ad_hoc_resolution_02018"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02018","actor":"rep_01","timestamp":"2026-01-18T19:13:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02018:00","content":"Operational trigger received from slack for OmniChannel Inc ($421k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":90,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$421k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02018","actor":"rep_01","timestamp":"2026-01-18T19:20:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02018:01","content":"record reviewed recorded for OmniChannel Inc","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02018","actor":"rep_01","timestamp":"2026-01-18T19:27:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02018","object":"record:crm_02018:02","content":"ad hoc resolution 02018 recorded for OmniChannel Inc","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02018\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":152,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02018\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02018","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02018\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02018","actor":"rep_01","timestamp":"2026-01-18T19:34:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02018:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02018)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02018\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02018\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02019","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-03-14T01:38:00.000Z","closed_at":"2026-03-14T01:59:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from slack for FinTech Global ($50k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02019"],"decision_points":["ad_hoc_resolution_02019"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02019","actor":"rep_20","timestamp":"2026-03-14T01:38:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02019:00","content":"Operational trigger received from slack for FinTech Global ($50k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":99,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"FinTech Global\",\"deal_size\":\"$50k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02019","actor":"rep_20","timestamp":"2026-03-14T01:45:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02019:01","content":"record reviewed recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":187,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02019","actor":"rep_20","timestamp":"2026-03-14T01:52:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02019","object":"record:crm_02019:02","content":"ad hoc resolution 02019 recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02019\", entity=\"FinTech Global\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02019\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02019","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02019\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02019","actor":"rep_20","timestamp":"2026-03-14T01:59:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02019:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02019)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02019\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":220,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02019\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02020","actor":"rep_20","actor_name":"Maya Patel","company":"OmniChannel Inc","opened_at":"2026-03-24T20:21:00.000Z","closed_at":"2026-03-24T20:42:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($123k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02020"],"decision_points":["ad_hoc_resolution_02020"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02020","actor":"rep_20","timestamp":"2026-03-24T20:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02020:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($123k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":59,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$123k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02020","actor":"rep_20","timestamp":"2026-03-24T20:28:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02020:01","content":"record reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":273,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02020","actor":"rep_20","timestamp":"2026-03-24T20:35:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02020","object":"record:crm_02020:02","content":"ad hoc resolution 02020 recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02020\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02020\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02020","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02020\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02020","actor":"rep_20","timestamp":"2026-03-24T20:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02020:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02020)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02020\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02020\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02021","actor":"rep_32","actor_name":"Liam O'Connor","company":"Acme Health Systems","opened_at":"2026-02-21T04:12:00.000Z","closed_at":"2026-02-21T04:33:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($439k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02021"],"decision_points":["ad_hoc_resolution_02021"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02021","actor":"rep_32","timestamp":"2026-02-21T04:12:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02021:00","content":"Operational trigger received from hubspot for Acme Health Systems ($439k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":244,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$439k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02021","actor":"rep_32","timestamp":"2026-02-21T04:19:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02021:01","content":"message reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02021","actor":"rep_32","timestamp":"2026-02-21T04:26:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02021","object":"record:crm_02021:02","content":"ad hoc resolution 02021 recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02021\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02021\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02021","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02021\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02021","actor":"rep_32","timestamp":"2026-02-21T04:33:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02021:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02021)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02021\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":230,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02021\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02022","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-01-01T17:32:00.000Z","closed_at":"2026-01-01T17:53:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($49k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02022"],"decision_points":["ad_hoc_resolution_02022"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02022","actor":"rep_32","timestamp":"2026-01-01T17:32:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02022:00","content":"Operational trigger received from gmail for FinTech Global ($49k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$49k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02022","actor":"rep_32","timestamp":"2026-01-01T17:39:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02022:01","content":"message reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02022","actor":"rep_32","timestamp":"2026-01-01T17:46:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02022","object":"record:crm_02022:02","content":"ad hoc resolution 02022 recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02022\", entity=\"FinTech Global\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02022\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02022","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02022\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02022","actor":"rep_32","timestamp":"2026-01-01T17:53:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02022:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02022)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02022\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02022\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02023","actor":"rep_06","actor_name":"Marcus Vance","company":"OmniChannel Inc","opened_at":"2026-02-09T15:35:00.000Z","closed_at":"2026-02-09T15:56:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($183k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02023"],"decision_points":["ad_hoc_resolution_02023"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02023","actor":"rep_06","timestamp":"2026-02-09T15:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02023:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($183k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":167,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$183k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02023","actor":"rep_06","timestamp":"2026-02-09T15:42:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02023:01","content":"message reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02023","actor":"rep_06","timestamp":"2026-02-09T15:49:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02023","object":"record:crm_02023:02","content":"ad hoc resolution 02023 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02023\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02023\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02023","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02023\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02023","actor":"rep_06","timestamp":"2026-02-09T15:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02023:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02023)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02023\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":129,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02023\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02024","actor":"rep_37","actor_name":"Sophia Zhang","company":"Vanguard Financial","opened_at":"2026-01-15T11:02:00.000Z","closed_at":"2026-01-15T11:23:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($295k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02024"],"decision_points":["ad_hoc_resolution_02024"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02024","actor":"rep_37","timestamp":"2026-01-15T11:02:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02024:00","content":"Operational trigger received from gmail for Vanguard Financial ($295k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":273,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$295k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_02024","actor":"rep_37","timestamp":"2026-01-15T11:09:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02024:01","content":"record reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_02024","actor":"rep_37","timestamp":"2026-01-15T11:16:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02024","object":"record:crm_02024:02","content":"ad hoc resolution 02024 recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02024\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02024\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02024","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02024\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_02024","actor":"rep_37","timestamp":"2026-01-15T11:23:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02024:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_02024)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02024\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":277,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02024\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02025","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-05T10:44:00.000Z","closed_at":"2026-01-05T11:05:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from slack for Apex Retail Group ($259k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02025"],"decision_points":["ad_hoc_resolution_02025"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02025","actor":"rep_20","timestamp":"2026-01-05T10:44:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02025:00","content":"Operational trigger received from slack for Apex Retail Group ($259k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":271,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$259k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02025","actor":"rep_20","timestamp":"2026-01-05T10:51:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_02025:01","content":"message reviewed recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02025","actor":"rep_20","timestamp":"2026-01-05T10:58:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02025","object":"record:crm_02025:02","content":"ad hoc resolution 02025 recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02025\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02025\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02025","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02025\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02025","actor":"rep_20","timestamp":"2026-01-05T11:05:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02025:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02025)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02025\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02025\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02026","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-01-17T10:39:00.000Z","closed_at":"2026-01-17T11:00:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($178k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02026"],"decision_points":["ad_hoc_resolution_02026"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02026","actor":"rep_37","timestamp":"2026-01-17T10:39:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02026:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($178k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":132,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$178k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02026","actor":"rep_37","timestamp":"2026-01-17T10:46:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02026:01","content":"message reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02026","actor":"rep_37","timestamp":"2026-01-17T10:53:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02026","object":"record:crm_02026:02","content":"ad hoc resolution 02026 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02026\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":180,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02026\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02026","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02026\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02026","actor":"rep_37","timestamp":"2026-01-17T11:00:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02026:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02026)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02026\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":280,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02026\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02027","actor":"rep_25","actor_name":"Carlos Mendez","company":"OmniChannel Inc","opened_at":"2026-03-02T02:49:00.000Z","closed_at":"2026-03-02T03:10:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($86k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02027"],"decision_points":["ad_hoc_resolution_02027"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02027","actor":"rep_25","timestamp":"2026-03-02T02:49:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02027:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($86k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":83,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$86k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02027","actor":"rep_25","timestamp":"2026-03-02T02:56:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02027:01","content":"message reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":45,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02027","actor":"rep_25","timestamp":"2026-03-02T03:03:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02027","object":"record:crm_02027:02","content":"ad hoc resolution 02027 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02027\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02027\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02027","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02027\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02027","actor":"rep_25","timestamp":"2026-03-02T03:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02027:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02027)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02027\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02027\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02028","actor":"rep_19","actor_name":"James Wilson","company":"NovaBio Labs","opened_at":"2026-01-28T10:39:00.000Z","closed_at":"2026-01-28T11:00:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($63k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02028"],"decision_points":["ad_hoc_resolution_02028"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02028","actor":"rep_19","timestamp":"2026-01-28T10:39:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02028:00","content":"Operational trigger received from hubspot for NovaBio Labs ($63k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":281,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$63k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02028","actor":"rep_19","timestamp":"2026-01-28T10:46:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02028:01","content":"record reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02028","actor":"rep_19","timestamp":"2026-01-28T10:53:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02028","object":"record:crm_02028:02","content":"ad hoc resolution 02028 recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02028\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":214,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02028\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02028","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02028\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02028","actor":"rep_19","timestamp":"2026-01-28T11:00:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02028:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02028)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02028\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":240,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02028\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02029","actor":"rep_31","actor_name":"Aisha Taylor","company":"Meridian Logistics","opened_at":"2026-01-05T20:29:00.000Z","closed_at":"2026-01-05T20:50:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from gmail for Meridian Logistics ($85k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02029"],"decision_points":["ad_hoc_resolution_02029"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02029","actor":"rep_31","timestamp":"2026-01-05T20:29:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02029:00","content":"Operational trigger received from gmail for Meridian Logistics ($85k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":268,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$85k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_02029","actor":"rep_31","timestamp":"2026-01-05T20:36:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02029:01","content":"record reviewed recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02029","actor":"rep_31","timestamp":"2026-01-05T20:43:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02029","object":"record:crm_02029:02","content":"ad hoc resolution 02029 recorded for Meridian Logistics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02029\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":200,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02029\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02029","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02029\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02029","actor":"rep_31","timestamp":"2026-01-05T20:50:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02029:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_02029)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02029\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":93,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02029\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02030","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-03-03T14:13:00.000Z","closed_at":"2026-03-03T14:34:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($396k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02030"],"decision_points":["ad_hoc_resolution_02030"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02030","actor":"rep_01","timestamp":"2026-03-03T14:13:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02030:00","content":"Operational trigger received from gmail for Vertex Cyber ($396k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":158,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$396k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02030","actor":"rep_01","timestamp":"2026-03-03T14:20:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02030:01","content":"record reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02030","actor":"rep_01","timestamp":"2026-03-03T14:27:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02030","object":"record:crm_02030:02","content":"ad hoc resolution 02030 recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02030\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02030\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02030","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02030\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02030","actor":"rep_01","timestamp":"2026-03-03T14:34:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02030:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02030)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02030\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":224,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02030\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02031","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-02-20T08:02:00.000Z","closed_at":"2026-02-20T08:23:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($237k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02031"],"decision_points":["ad_hoc_resolution_02031"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02031","actor":"rep_14","timestamp":"2026-02-20T08:02:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02031:00","content":"Operational trigger received from salesforce for Pinnacle Media ($237k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":71,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$237k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02031","actor":"rep_14","timestamp":"2026-02-20T08:09:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02031:01","content":"document reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02031","actor":"rep_14","timestamp":"2026-02-20T08:16:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02031","object":"record:crm_02031:02","content":"ad hoc resolution 02031 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02031\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":49,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02031\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02031","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02031\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02031","actor":"rep_14","timestamp":"2026-02-20T08:23:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02031:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02031)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02031\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":187,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02031\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02032","actor":"rep_31","actor_name":"Aisha Taylor","company":"FinTech Global","opened_at":"2026-02-20T22:19:00.000Z","closed_at":"2026-02-20T22:40:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($195k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02032"],"decision_points":["ad_hoc_resolution_02032"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02032","actor":"rep_31","timestamp":"2026-02-20T22:19:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02032:00","content":"Operational trigger received from gmail for FinTech Global ($195k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":47,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$195k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02032","actor":"rep_31","timestamp":"2026-02-20T22:26:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02032:01","content":"message reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":52,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02032","actor":"rep_31","timestamp":"2026-02-20T22:33:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02032","object":"record:crm_02032:02","content":"ad hoc resolution 02032 recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02032\", entity=\"FinTech Global\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02032\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02032","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02032\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02032","actor":"rep_31","timestamp":"2026-02-20T22:40:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02032:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02032)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02032\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":267,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02032\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02033","actor":"rep_06","actor_name":"Marcus Vance","company":"Vertex Cyber","opened_at":"2026-02-19T03:39:00.000Z","closed_at":"2026-02-19T04:00:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($186k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02033"],"decision_points":["ad_hoc_resolution_02033"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02033","actor":"rep_06","timestamp":"2026-02-19T03:39:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02033:00","content":"Operational trigger received from hubspot for Vertex Cyber ($186k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":174,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$186k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02033","actor":"rep_06","timestamp":"2026-02-19T03:46:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02033:01","content":"document reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02033","actor":"rep_06","timestamp":"2026-02-19T03:53:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02033","object":"record:crm_02033:02","content":"ad hoc resolution 02033 recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02033\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02033\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02033","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02033\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02033","actor":"rep_06","timestamp":"2026-02-19T04:00:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02033:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02033)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02033\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":218,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02033\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02034","actor":"rep_37","actor_name":"Sophia Zhang","company":"Pinnacle Media","opened_at":"2026-01-15T06:34:00.000Z","closed_at":"2026-01-15T06:55:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from slack for Pinnacle Media ($302k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02034"],"decision_points":["ad_hoc_resolution_02034"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02034","actor":"rep_37","timestamp":"2026-01-15T06:34:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02034:00","content":"Operational trigger received from slack for Pinnacle Media ($302k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":273,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$302k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02034","actor":"rep_37","timestamp":"2026-01-15T06:41:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02034:01","content":"record reviewed recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02034","actor":"rep_37","timestamp":"2026-01-15T06:48:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02034","object":"record:crm_02034:02","content":"ad hoc resolution 02034 recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02034\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02034\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02034","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02034\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02034","actor":"rep_37","timestamp":"2026-01-15T06:55:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02034:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02034)","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02034\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":197,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02034\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02035","actor":"rep_37","actor_name":"Sophia Zhang","company":"Pinnacle Media","opened_at":"2026-02-25T15:45:00.000Z","closed_at":"2026-02-25T16:06:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($192k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02035"],"decision_points":["ad_hoc_resolution_02035"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02035","actor":"rep_37","timestamp":"2026-02-25T15:45:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02035:00","content":"Operational trigger received from hubspot for Pinnacle Media ($192k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":112,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$192k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02035","actor":"rep_37","timestamp":"2026-02-25T15:52:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02035:01","content":"record reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02035","actor":"rep_37","timestamp":"2026-02-25T15:59:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02035","object":"record:crm_02035:02","content":"ad hoc resolution 02035 recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02035\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":276,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02035\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02035","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02035\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02035","actor":"rep_37","timestamp":"2026-02-25T16:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02035:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02035)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02035\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":267,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02035\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02036","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-01-23T02:32:00.000Z","closed_at":"2026-01-23T02:53:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($287k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02036"],"decision_points":["ad_hoc_resolution_02036"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02036","actor":"rep_32","timestamp":"2026-01-23T02:32:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02036:00","content":"Operational trigger received from gmail for Vertex Cyber ($287k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":150,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$287k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02036","actor":"rep_32","timestamp":"2026-01-23T02:39:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02036:01","content":"message reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02036","actor":"rep_32","timestamp":"2026-01-23T02:46:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02036","object":"record:crm_02036:02","content":"ad hoc resolution 02036 recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02036\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02036\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02036","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02036\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02036","actor":"rep_32","timestamp":"2026-01-23T02:53:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02036:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02036)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02036\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":132,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02036\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02037","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-01-08T01:15:00.000Z","closed_at":"2026-01-08T01:36:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($60k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02037"],"decision_points":["ad_hoc_resolution_02037"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02037","actor":"rep_31","timestamp":"2026-01-08T01:15:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02037:00","content":"Operational trigger received from hubspot for Nexus AI ($60k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":223,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$60k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02037","actor":"rep_31","timestamp":"2026-01-08T01:22:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02037:01","content":"message reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02037","actor":"rep_31","timestamp":"2026-01-08T01:29:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02037","object":"record:crm_02037:02","content":"ad hoc resolution 02037 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02037\", entity=\"Nexus AI\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02037\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02037","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02037\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02037","actor":"rep_31","timestamp":"2026-01-08T01:36:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02037:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02037)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02037\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":87,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02037\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02038","actor":"rep_11","actor_name":"David Kim","company":"OmniChannel Inc","opened_at":"2026-03-16T08:50:00.000Z","closed_at":"2026-03-16T09:11:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from slack for OmniChannel Inc ($372k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02038"],"decision_points":["ad_hoc_resolution_02038"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02038","actor":"rep_11","timestamp":"2026-03-16T08:50:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02038:00","content":"Operational trigger received from slack for OmniChannel Inc ($372k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":149,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$372k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02038","actor":"rep_11","timestamp":"2026-03-16T08:57:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02038:01","content":"document reviewed recorded for OmniChannel Inc","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02038","actor":"rep_11","timestamp":"2026-03-16T09:04:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02038","object":"record:crm_02038:02","content":"ad hoc resolution 02038 recorded for OmniChannel Inc","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02038\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02038\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02038","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02038\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02038","actor":"rep_11","timestamp":"2026-03-16T09:11:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02038:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02038)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02038\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":226,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02038\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02039","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-03-18T18:16:00.000Z","closed_at":"2026-03-18T18:37:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($312k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02039"],"decision_points":["ad_hoc_resolution_02039"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02039","actor":"rep_19","timestamp":"2026-03-18T18:16:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02039:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($312k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":161,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$312k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02039","actor":"rep_19","timestamp":"2026-03-18T18:23:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02039:01","content":"message reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02039","actor":"rep_19","timestamp":"2026-03-18T18:30:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02039","object":"record:crm_02039:02","content":"ad hoc resolution 02039 recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02039\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":217,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02039\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02039","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02039\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02039","actor":"rep_19","timestamp":"2026-03-18T18:37:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02039:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02039)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02039\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":247,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02039\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02040","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-01-05T07:01:00.000Z","closed_at":"2026-01-05T07:22:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($395k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02040"],"decision_points":["ad_hoc_resolution_02040"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02040","actor":"rep_20","timestamp":"2026-01-05T07:01:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02040:00","content":"Operational trigger received from hubspot for FinTech Global ($395k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$395k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02040","actor":"rep_20","timestamp":"2026-01-05T07:08:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02040:01","content":"document reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":153,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02040","actor":"rep_20","timestamp":"2026-01-05T07:15:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02040","object":"record:crm_02040:02","content":"ad hoc resolution 02040 recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02040\", entity=\"FinTech Global\")","http_status":200,"latency_ms":251,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02040\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02040","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02040\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02040","actor":"rep_20","timestamp":"2026-01-05T07:22:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02040:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02040)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02040\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":252,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02040\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02041","actor":"rep_20","actor_name":"Maya Patel","company":"Nexus AI","opened_at":"2026-01-14T00:19:00.000Z","closed_at":"2026-01-14T00:40:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($202k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02041"],"decision_points":["ad_hoc_resolution_02041"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02041","actor":"rep_20","timestamp":"2026-01-14T00:19:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02041:00","content":"Operational trigger received from salesforce for Nexus AI ($202k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":163,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$202k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02041","actor":"rep_20","timestamp":"2026-01-14T00:26:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02041:01","content":"document reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02041","actor":"rep_20","timestamp":"2026-01-14T00:33:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02041","object":"record:crm_02041:02","content":"ad hoc resolution 02041 recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02041\", entity=\"Nexus AI\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02041\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02041","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02041\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02041","actor":"rep_20","timestamp":"2026-01-14T00:40:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02041:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02041)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02041\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":233,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02041\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02042","actor":"rep_06","actor_name":"Marcus Vance","company":"Aura Therapeutics","opened_at":"2026-03-14T17:38:00.000Z","closed_at":"2026-03-14T17:59:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($249k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02042"],"decision_points":["ad_hoc_resolution_02042"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02042","actor":"rep_06","timestamp":"2026-03-14T17:38:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02042:00","content":"Operational trigger received from gmail for Aura Therapeutics ($249k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$249k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_02042","actor":"rep_06","timestamp":"2026-03-14T17:45:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02042:01","content":"record reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":88,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02042","actor":"rep_06","timestamp":"2026-03-14T17:52:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02042","object":"record:crm_02042:02","content":"ad hoc resolution 02042 recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02042\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02042\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02042","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02042\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02042","actor":"rep_06","timestamp":"2026-03-14T17:59:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02042:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_02042)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02042\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":170,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02042\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02043","actor":"rep_37","actor_name":"Sophia Zhang","company":"FinTech Global","opened_at":"2026-02-12T07:56:00.000Z","closed_at":"2026-02-12T08:17:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($382k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02043"],"decision_points":["ad_hoc_resolution_02043"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02043","actor":"rep_37","timestamp":"2026-02-12T07:56:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02043:00","content":"Operational trigger received from gmail for FinTech Global ($382k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":166,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$382k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02043","actor":"rep_37","timestamp":"2026-02-12T08:03:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02043:01","content":"message reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":135,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02043","actor":"rep_37","timestamp":"2026-02-12T08:10:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02043","object":"record:crm_02043:02","content":"ad hoc resolution 02043 recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02043\", entity=\"FinTech Global\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02043\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02043","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02043\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02043","actor":"rep_37","timestamp":"2026-02-12T08:17:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02043:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02043)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02043\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02043\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02044","actor":"rep_06","actor_name":"Marcus Vance","company":"Apex Retail Group","opened_at":"2026-02-25T21:46:00.000Z","closed_at":"2026-02-25T22:07:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($463k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02044"],"decision_points":["ad_hoc_resolution_02044"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02044","actor":"rep_06","timestamp":"2026-02-25T21:46:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02044:00","content":"Operational trigger received from hubspot for Apex Retail Group ($463k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":90,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$463k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02044","actor":"rep_06","timestamp":"2026-02-25T21:53:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02044:01","content":"record reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":234,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02044","actor":"rep_06","timestamp":"2026-02-25T22:00:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02044","object":"record:crm_02044:02","content":"ad hoc resolution 02044 recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02044\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02044\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02044","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02044\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02044","actor":"rep_06","timestamp":"2026-02-25T22:07:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02044:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02044)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02044\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02044\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02045","actor":"rep_37","actor_name":"Sophia Zhang","company":"Acme Health Systems","opened_at":"2026-02-03T17:42:00.000Z","closed_at":"2026-02-03T18:03:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($201k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02045"],"decision_points":["ad_hoc_resolution_02045"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02045","actor":"rep_37","timestamp":"2026-02-03T17:42:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02045:00","content":"Operational trigger received from gmail for Acme Health Systems ($201k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$201k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02045","actor":"rep_37","timestamp":"2026-02-03T17:49:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02045:01","content":"message reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02045","actor":"rep_37","timestamp":"2026-02-03T17:56:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02045","object":"record:crm_02045:02","content":"ad hoc resolution 02045 recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02045\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":193,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02045\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02045","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02045\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02045","actor":"rep_37","timestamp":"2026-02-03T18:03:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02045:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02045)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02045\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":266,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02045\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02046","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-01-25T20:03:00.000Z","closed_at":"2026-01-25T20:24:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from gmail for Beacon Energy ($330k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02046"],"decision_points":["ad_hoc_resolution_02046"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02046","actor":"rep_19","timestamp":"2026-01-25T20:03:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02046:00","content":"Operational trigger received from gmail for Beacon Energy ($330k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":150,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Beacon Energy\",\"deal_size\":\"$330k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_02046","actor":"rep_19","timestamp":"2026-01-25T20:10:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02046:01","content":"message reviewed recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02046","actor":"rep_19","timestamp":"2026-01-25T20:17:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02046","object":"record:crm_02046:02","content":"ad hoc resolution 02046 recorded for Beacon Energy","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02046\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02046\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02046","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02046\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02046","actor":"rep_19","timestamp":"2026-01-25T20:24:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02046:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_02046)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02046\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":245,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02046\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02047","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-02-17T21:13:00.000Z","closed_at":"2026-02-17T21:34:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($105k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02047"],"decision_points":["ad_hoc_resolution_02047"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02047","actor":"rep_19","timestamp":"2026-02-17T21:13:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02047:00","content":"Operational trigger received from hubspot for Pinnacle Media ($105k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":163,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$105k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02047","actor":"rep_19","timestamp":"2026-02-17T21:20:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02047:01","content":"document reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02047","actor":"rep_19","timestamp":"2026-02-17T21:27:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02047","object":"record:crm_02047:02","content":"ad hoc resolution 02047 recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02047\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02047\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02047","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02047\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02047","actor":"rep_19","timestamp":"2026-02-17T21:34:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02047:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02047)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02047\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":275,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02047\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02048","actor":"rep_01","actor_name":"Sarah Chen","company":"Stripe Technologies","opened_at":"2026-02-08T04:24:00.000Z","closed_at":"2026-02-08T04:45:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($182k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02048"],"decision_points":["ad_hoc_resolution_02048"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02048","actor":"rep_01","timestamp":"2026-02-08T04:24:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02048:00","content":"Operational trigger received from hubspot for Stripe Technologies ($182k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":274,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$182k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_02048","actor":"rep_01","timestamp":"2026-02-08T04:31:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02048:01","content":"document reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02048","actor":"rep_01","timestamp":"2026-02-08T04:38:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02048","object":"record:crm_02048:02","content":"ad hoc resolution 02048 recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02048\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02048\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02048","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02048\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02048","actor":"rep_01","timestamp":"2026-02-08T04:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02048:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_02048)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02048\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":276,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02048\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02049","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-01-24T10:16:00.000Z","closed_at":"2026-01-24T10:37:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($277k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02049"],"decision_points":["ad_hoc_resolution_02049"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02049","actor":"rep_25","timestamp":"2026-01-24T10:16:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02049:00","content":"Operational trigger received from gmail for Apex Retail Group ($277k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":272,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$277k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02049","actor":"rep_25","timestamp":"2026-01-24T10:23:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02049:01","content":"message reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02049","actor":"rep_25","timestamp":"2026-01-24T10:30:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02049","object":"record:crm_02049:02","content":"ad hoc resolution 02049 recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02049\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":177,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02049\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02049","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02049\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02049","actor":"rep_25","timestamp":"2026-01-24T10:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02049:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02049)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02049\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":118,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02049\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02050","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-03-10T14:09:00.000Z","closed_at":"2026-03-10T14:30:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($98k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02050"],"decision_points":["ad_hoc_resolution_02050"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02050","actor":"rep_11","timestamp":"2026-03-10T14:09:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02050:00","content":"Operational trigger received from gmail for CloudScale Data ($98k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":63,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$98k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02050","actor":"rep_11","timestamp":"2026-03-10T14:16:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02050:01","content":"message reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":112,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02050","actor":"rep_11","timestamp":"2026-03-10T14:23:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02050","object":"record:crm_02050:02","content":"ad hoc resolution 02050 recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02050\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02050\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02050","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02050\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02050","actor":"rep_11","timestamp":"2026-03-10T14:30:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02050:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02050)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02050\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":140,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02050\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02051","actor":"rep_09","actor_name":"Elena Rostova","company":"FinTech Global","opened_at":"2026-01-26T22:47:00.000Z","closed_at":"2026-01-26T23:08:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($45k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02051"],"decision_points":["ad_hoc_resolution_02051"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02051","actor":"rep_09","timestamp":"2026-01-26T22:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02051:00","content":"Operational trigger received from hubspot for FinTech Global ($45k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":236,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$45k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02051","actor":"rep_09","timestamp":"2026-01-26T22:54:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02051:01","content":"record reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02051","actor":"rep_09","timestamp":"2026-01-26T23:01:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02051","object":"record:crm_02051:02","content":"ad hoc resolution 02051 recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02051\", entity=\"FinTech Global\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02051\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02051","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02051\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02051","actor":"rep_09","timestamp":"2026-01-26T23:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02051:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02051)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02051\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":256,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02051\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02052","actor":"rep_25","actor_name":"Carlos Mendez","company":"Apex Retail Group","opened_at":"2026-03-02T02:45:00.000Z","closed_at":"2026-03-02T03:06:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from slack for Apex Retail Group ($203k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02052"],"decision_points":["ad_hoc_resolution_02052"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02052","actor":"rep_25","timestamp":"2026-03-02T02:45:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02052:00","content":"Operational trigger received from slack for Apex Retail Group ($203k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":169,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$203k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02052","actor":"rep_25","timestamp":"2026-03-02T02:52:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_02052:01","content":"message reviewed recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02052","actor":"rep_25","timestamp":"2026-03-02T02:59:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02052","object":"record:crm_02052:02","content":"ad hoc resolution 02052 recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02052\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02052\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02052","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02052\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02052","actor":"rep_25","timestamp":"2026-03-02T03:06:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02052:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02052)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02052\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":129,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02052\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02053","actor":"rep_06","actor_name":"Marcus Vance","company":"FinTech Global","opened_at":"2026-01-09T19:36:00.000Z","closed_at":"2026-01-09T19:57:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($56k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02053"],"decision_points":["ad_hoc_resolution_02053"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02053","actor":"rep_06","timestamp":"2026-01-09T19:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02053:00","content":"Operational trigger received from salesforce for FinTech Global ($56k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$56k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02053","actor":"rep_06","timestamp":"2026-01-09T19:43:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02053:01","content":"document reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02053","actor":"rep_06","timestamp":"2026-01-09T19:50:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02053","object":"record:crm_02053:02","content":"ad hoc resolution 02053 recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02053\", entity=\"FinTech Global\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02053\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02053","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02053\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02053","actor":"rep_06","timestamp":"2026-01-09T19:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02053:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02053)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02053\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":158,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02053\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02054","actor":"rep_19","actor_name":"James Wilson","company":"CloudScale Data","opened_at":"2026-03-21T20:20:00.000Z","closed_at":"2026-03-21T20:41:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($386k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02054"],"decision_points":["ad_hoc_resolution_02054"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02054","actor":"rep_19","timestamp":"2026-03-21T20:20:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02054:00","content":"Operational trigger received from gmail for CloudScale Data ($386k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":82,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$386k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02054","actor":"rep_19","timestamp":"2026-03-21T20:27:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02054:01","content":"record reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02054","actor":"rep_19","timestamp":"2026-03-21T20:34:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02054","object":"record:crm_02054:02","content":"ad hoc resolution 02054 recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02054\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02054\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02054","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02054\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02054","actor":"rep_19","timestamp":"2026-03-21T20:41:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02054:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02054)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02054\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":258,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02054\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02055","actor":"rep_09","actor_name":"Elena Rostova","company":"OmniChannel Inc","opened_at":"2026-02-02T22:33:00.000Z","closed_at":"2026-02-02T22:54:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($250k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02055"],"decision_points":["ad_hoc_resolution_02055"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02055","actor":"rep_09","timestamp":"2026-02-02T22:33:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02055:00","content":"Operational trigger received from gmail for OmniChannel Inc ($250k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$250k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02055","actor":"rep_09","timestamp":"2026-02-02T22:40:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02055:01","content":"message reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":120,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02055","actor":"rep_09","timestamp":"2026-02-02T22:47:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02055","object":"record:crm_02055:02","content":"ad hoc resolution 02055 recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02055\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02055\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02055","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02055\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02055","actor":"rep_09","timestamp":"2026-02-02T22:54:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02055:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02055)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02055\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":241,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02055\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02056","actor":"rep_19","actor_name":"James Wilson","company":"Beacon Energy","opened_at":"2026-01-25T23:32:00.000Z","closed_at":"2026-01-25T23:53:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from slack for Beacon Energy ($173k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02056"],"decision_points":["ad_hoc_resolution_02056"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02056","actor":"rep_19","timestamp":"2026-01-25T23:32:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02056:00","content":"Operational trigger received from slack for Beacon Energy ($173k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":142,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Beacon Energy\",\"deal_size\":\"$173k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_02056","actor":"rep_19","timestamp":"2026-01-25T23:39:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02056:01","content":"record reviewed recorded for Beacon Energy","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02056","actor":"rep_19","timestamp":"2026-01-25T23:46:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02056","object":"record:crm_02056:02","content":"ad hoc resolution 02056 recorded for Beacon Energy","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02056\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":115,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02056\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02056","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02056\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02056","actor":"rep_19","timestamp":"2026-01-25T23:53:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02056:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_02056)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02056\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02056\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02057","actor":"rep_06","actor_name":"Marcus Vance","company":"Sentinel Networks","opened_at":"2026-03-03T10:39:00.000Z","closed_at":"2026-03-03T11:00:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($236k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02057"],"decision_points":["ad_hoc_resolution_02057"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02057","actor":"rep_06","timestamp":"2026-03-03T10:39:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02057:00","content":"Operational trigger received from salesforce for Sentinel Networks ($236k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":59,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$236k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_02057","actor":"rep_06","timestamp":"2026-03-03T10:46:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02057:01","content":"document reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02057","actor":"rep_06","timestamp":"2026-03-03T10:53:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02057","object":"record:crm_02057:02","content":"ad hoc resolution 02057 recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02057\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02057\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02057","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02057\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02057","actor":"rep_06","timestamp":"2026-03-03T11:00:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02057:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_02057)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02057\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":221,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02057\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02058","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-01-20T04:09:00.000Z","closed_at":"2026-01-20T04:30:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($324k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02058"],"decision_points":["ad_hoc_resolution_02058"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02058","actor":"rep_09","timestamp":"2026-01-20T04:09:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02058:00","content":"Operational trigger received from salesforce for NovaBio Labs ($324k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":206,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$324k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02058","actor":"rep_09","timestamp":"2026-01-20T04:16:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02058:01","content":"document reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02058","actor":"rep_09","timestamp":"2026-01-20T04:23:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02058","object":"record:crm_02058:02","content":"ad hoc resolution 02058 recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02058\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02058\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02058","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02058\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02058","actor":"rep_09","timestamp":"2026-01-20T04:30:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02058:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02058)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02058\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":243,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02058\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02059","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-03-29T00:39:00.000Z","closed_at":"2026-03-29T01:00:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from slack for Vertex Cyber ($387k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02059"],"decision_points":["ad_hoc_resolution_02059"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02059","actor":"rep_31","timestamp":"2026-03-29T00:39:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02059:00","content":"Operational trigger received from slack for Vertex Cyber ($387k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":182,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$387k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02059","actor":"rep_31","timestamp":"2026-03-29T00:46:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02059:01","content":"record reviewed recorded for Vertex Cyber","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02059","actor":"rep_31","timestamp":"2026-03-29T00:53:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02059","object":"record:crm_02059:02","content":"ad hoc resolution 02059 recorded for Vertex Cyber","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02059\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02059\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02059","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02059\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02059","actor":"rep_31","timestamp":"2026-03-29T01:00:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02059:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02059)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02059\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":117,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02059\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02060","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-03-17T09:54:00.000Z","closed_at":"2026-03-17T10:15:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from slack for CloudScale Data ($107k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02060"],"decision_points":["ad_hoc_resolution_02060"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02060","actor":"rep_11","timestamp":"2026-03-17T09:54:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02060:00","content":"Operational trigger received from slack for CloudScale Data ($107k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":240,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"CloudScale Data\",\"deal_size\":\"$107k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02060","actor":"rep_11","timestamp":"2026-03-17T10:01:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_02060:01","content":"message reviewed recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02060","actor":"rep_11","timestamp":"2026-03-17T10:08:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02060","object":"record:crm_02060:02","content":"ad hoc resolution 02060 recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02060\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02060\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02060","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02060\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02060","actor":"rep_11","timestamp":"2026-03-17T10:15:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02060:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02060)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02060\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":95,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02060\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02061","actor":"rep_31","actor_name":"Aisha Taylor","company":"Vertex Cyber","opened_at":"2026-01-13T03:01:00.000Z","closed_at":"2026-01-13T03:22:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($136k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02061"],"decision_points":["ad_hoc_resolution_02061"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02061","actor":"rep_31","timestamp":"2026-01-13T03:01:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02061:00","content":"Operational trigger received from gmail for Vertex Cyber ($136k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":92,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$136k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02061","actor":"rep_31","timestamp":"2026-01-13T03:08:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02061:01","content":"message reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02061","actor":"rep_31","timestamp":"2026-01-13T03:15:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02061","object":"record:crm_02061:02","content":"ad hoc resolution 02061 recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02061\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02061\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02061","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02061\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02061","actor":"rep_31","timestamp":"2026-01-13T03:22:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02061:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02061)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02061\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":258,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02061\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02062","actor":"rep_14","actor_name":"Rachel Adams","company":"FinTech Global","opened_at":"2026-01-01T18:45:00.000Z","closed_at":"2026-01-01T19:06:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from slack for FinTech Global ($330k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02062"],"decision_points":["ad_hoc_resolution_02062"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02062","actor":"rep_14","timestamp":"2026-01-01T18:45:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02062:00","content":"Operational trigger received from slack for FinTech Global ($330k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":252,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"FinTech Global\",\"deal_size\":\"$330k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02062","actor":"rep_14","timestamp":"2026-01-01T18:52:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02062:01","content":"document reviewed recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02062","actor":"rep_14","timestamp":"2026-01-01T18:59:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02062","object":"record:crm_02062:02","content":"ad hoc resolution 02062 recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02062\", entity=\"FinTech Global\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02062\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02062","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02062\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02062","actor":"rep_14","timestamp":"2026-01-01T19:06:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02062:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02062)","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02062\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":284,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02062\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02063","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-01-05T07:28:00.000Z","closed_at":"2026-01-05T07:49:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($78k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02063"],"decision_points":["ad_hoc_resolution_02063"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02063","actor":"rep_01","timestamp":"2026-01-05T07:28:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02063:00","content":"Operational trigger received from gmail for Aura Therapeutics ($78k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":133,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$78k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_02063","actor":"rep_01","timestamp":"2026-01-05T07:35:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02063:01","content":"message reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02063","actor":"rep_01","timestamp":"2026-01-05T07:42:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02063","object":"record:crm_02063:02","content":"ad hoc resolution 02063 recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02063\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":151,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02063\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02063","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02063\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02063","actor":"rep_01","timestamp":"2026-01-05T07:49:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02063:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_02063)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02063\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02063\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02064","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-03-03T23:14:00.000Z","closed_at":"2026-03-03T23:35:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from slack for FinTech Global ($422k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02064"],"decision_points":["ad_hoc_resolution_02064"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02064","actor":"rep_32","timestamp":"2026-03-03T23:14:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02064:00","content":"Operational trigger received from slack for FinTech Global ($422k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":107,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"FinTech Global\",\"deal_size\":\"$422k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02064","actor":"rep_32","timestamp":"2026-03-03T23:21:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02064:01","content":"document reviewed recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02064","actor":"rep_32","timestamp":"2026-03-03T23:28:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02064","object":"record:crm_02064:02","content":"ad hoc resolution 02064 recorded for FinTech Global","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02064\", entity=\"FinTech Global\")","http_status":200,"latency_ms":64,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02064\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02064","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02064\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02064","actor":"rep_32","timestamp":"2026-03-03T23:35:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02064:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02064)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02064\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":219,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02064\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02065","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-02-04T05:44:00.000Z","closed_at":"2026-02-04T06:05:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from salesforce for Nexus AI ($62k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02065"],"decision_points":["ad_hoc_resolution_02065"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02065","actor":"rep_31","timestamp":"2026-02-04T05:44:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02065:00","content":"Operational trigger received from salesforce for Nexus AI ($62k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":57,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Nexus AI\",\"deal_size\":\"$62k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02065","actor":"rep_31","timestamp":"2026-02-04T05:51:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02065:01","content":"message reviewed recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02065","actor":"rep_31","timestamp":"2026-02-04T05:58:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02065","object":"record:crm_02065:02","content":"ad hoc resolution 02065 recorded for Nexus AI","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02065\", entity=\"Nexus AI\")","http_status":200,"latency_ms":109,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02065\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02065","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02065\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02065","actor":"rep_31","timestamp":"2026-02-04T06:05:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02065:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02065)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02065\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":248,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02065\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02066","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-01-10T14:35:00.000Z","closed_at":"2026-01-10T14:56:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($449k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02066"],"decision_points":["ad_hoc_resolution_02066"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02066","actor":"rep_09","timestamp":"2026-01-10T14:35:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02066:00","content":"Operational trigger received from hubspot for Pinnacle Media ($449k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":68,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$449k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02066","actor":"rep_09","timestamp":"2026-01-10T14:42:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02066:01","content":"document reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02066","actor":"rep_09","timestamp":"2026-01-10T14:49:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02066","object":"record:crm_02066:02","content":"ad hoc resolution 02066 recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02066\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02066\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02066","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02066\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02066","actor":"rep_09","timestamp":"2026-01-10T14:56:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02066:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02066)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02066\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":185,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02066\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02067","actor":"rep_31","actor_name":"Aisha Taylor","company":"Apex Retail Group","opened_at":"2026-01-12T13:33:00.000Z","closed_at":"2026-01-12T13:54:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($356k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02067"],"decision_points":["ad_hoc_resolution_02067"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02067","actor":"rep_31","timestamp":"2026-01-12T13:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02067:00","content":"Operational trigger received from salesforce for Apex Retail Group ($356k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":131,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$356k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02067","actor":"rep_31","timestamp":"2026-01-12T13:40:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02067:01","content":"record reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02067","actor":"rep_31","timestamp":"2026-01-12T13:47:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02067","object":"record:crm_02067:02","content":"ad hoc resolution 02067 recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02067\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02067\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02067","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02067\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02067","actor":"rep_31","timestamp":"2026-01-12T13:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02067:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02067)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02067\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":209,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02067\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02068","actor":"rep_19","actor_name":"James Wilson","company":"Acme Health Systems","opened_at":"2026-02-26T12:17:00.000Z","closed_at":"2026-02-26T12:38:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($202k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02068"],"decision_points":["ad_hoc_resolution_02068"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02068","actor":"rep_19","timestamp":"2026-02-26T12:17:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02068:00","content":"Operational trigger received from hubspot for Acme Health Systems ($202k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":104,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$202k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02068","actor":"rep_19","timestamp":"2026-02-26T12:24:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02068:01","content":"record reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02068","actor":"rep_19","timestamp":"2026-02-26T12:31:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02068","object":"record:crm_02068:02","content":"ad hoc resolution 02068 recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02068\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02068\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02068","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02068\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02068","actor":"rep_19","timestamp":"2026-02-26T12:38:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02068:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02068)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02068\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":169,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02068\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02069","actor":"rep_01","actor_name":"Sarah Chen","company":"Acme Health Systems","opened_at":"2026-01-07T05:51:00.000Z","closed_at":"2026-01-07T06:12:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($82k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02069"],"decision_points":["ad_hoc_resolution_02069"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02069","actor":"rep_01","timestamp":"2026-01-07T05:51:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02069:00","content":"Operational trigger received from gmail for Acme Health Systems ($82k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":279,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$82k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02069","actor":"rep_01","timestamp":"2026-01-07T05:58:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_02069:01","content":"document reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02069","actor":"rep_01","timestamp":"2026-01-07T06:05:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02069","object":"record:crm_02069:02","content":"ad hoc resolution 02069 recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02069\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02069\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02069","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02069\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02069","actor":"rep_01","timestamp":"2026-01-07T06:12:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02069:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02069)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02069\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":94,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02069\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02070","actor":"rep_01","actor_name":"Sarah Chen","company":"Meridian Logistics","opened_at":"2026-03-18T01:12:00.000Z","closed_at":"2026-03-18T01:33:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($275k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02070"],"decision_points":["ad_hoc_resolution_02070"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02070","actor":"rep_01","timestamp":"2026-03-18T01:12:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02070:00","content":"Operational trigger received from salesforce for Meridian Logistics ($275k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":141,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$275k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_02070","actor":"rep_01","timestamp":"2026-03-18T01:19:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02070:01","content":"record reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02070","actor":"rep_01","timestamp":"2026-03-18T01:26:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02070","object":"record:crm_02070:02","content":"ad hoc resolution 02070 recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02070\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02070\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02070","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02070\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02070","actor":"rep_01","timestamp":"2026-03-18T01:33:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02070:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_02070)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02070\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":113,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02070\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02071","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-02-20T15:45:00.000Z","closed_at":"2026-02-20T16:06:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($336k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02071"],"decision_points":["ad_hoc_resolution_02071"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02071","actor":"rep_09","timestamp":"2026-02-20T15:45:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02071:00","content":"Operational trigger received from gmail for NovaBio Labs ($336k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":242,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$336k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02071","actor":"rep_09","timestamp":"2026-02-20T15:52:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_02071:01","content":"document reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02071","actor":"rep_09","timestamp":"2026-02-20T15:59:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02071","object":"record:crm_02071:02","content":"ad hoc resolution 02071 recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02071\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":183,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02071\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02071","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02071\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02071","actor":"rep_09","timestamp":"2026-02-20T16:06:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02071:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02071)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02071\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":69,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02071\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02072","actor":"rep_37","actor_name":"Sophia Zhang","company":"Sentinel Networks","opened_at":"2026-03-18T19:47:00.000Z","closed_at":"2026-03-18T20:08:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from salesforce for Sentinel Networks ($384k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02072"],"decision_points":["ad_hoc_resolution_02072"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02072","actor":"rep_37","timestamp":"2026-03-18T19:47:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02072:00","content":"Operational trigger received from salesforce for Sentinel Networks ($384k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":195,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$384k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_02072","actor":"rep_37","timestamp":"2026-03-18T19:54:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02072:01","content":"document reviewed recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02072","actor":"rep_37","timestamp":"2026-03-18T20:01:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02072","object":"record:crm_02072:02","content":"ad hoc resolution 02072 recorded for Sentinel Networks","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02072\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":105,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02072\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02072","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02072\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02072","actor":"rep_37","timestamp":"2026-03-18T20:08:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02072:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_02072)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02072\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":270,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02072\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02073","actor":"rep_19","actor_name":"James Wilson","company":"Nexus AI","opened_at":"2026-01-05T23:54:00.000Z","closed_at":"2026-01-06T00:15:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from slack for Nexus AI ($100k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02073"],"decision_points":["ad_hoc_resolution_02073"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02073","actor":"rep_19","timestamp":"2026-01-05T23:54:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02073:00","content":"Operational trigger received from slack for Nexus AI ($100k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Nexus AI\",\"deal_size\":\"$100k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02073","actor":"rep_19","timestamp":"2026-01-06T00:01:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02073:01","content":"document reviewed recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02073","actor":"rep_19","timestamp":"2026-01-06T00:08:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02073","object":"record:crm_02073:02","content":"ad hoc resolution 02073 recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02073\", entity=\"Nexus AI\")","http_status":200,"latency_ms":75,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02073\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02073","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02073\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02073","actor":"rep_19","timestamp":"2026-01-06T00:15:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02073:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02073)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02073\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":144,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02073\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02074","actor":"rep_11","actor_name":"David Kim","company":"Catalyst Software","opened_at":"2026-02-25T18:33:00.000Z","closed_at":"2026-02-25T18:54:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from slack for Catalyst Software ($56k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02074"],"decision_points":["ad_hoc_resolution_02074"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02074","actor":"rep_11","timestamp":"2026-02-25T18:33:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02074:00","content":"Operational trigger received from slack for Catalyst Software ($56k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Catalyst Software\",\"deal_size\":\"$56k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_02074","actor":"rep_11","timestamp":"2026-02-25T18:40:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02074:01","content":"document reviewed recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":83,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02074","actor":"rep_11","timestamp":"2026-02-25T18:47:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02074","object":"record:crm_02074:02","content":"ad hoc resolution 02074 recorded for Catalyst Software","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02074\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":268,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02074\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02074","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02074\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02074","actor":"rep_11","timestamp":"2026-02-25T18:54:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02074:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_02074)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02074\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":127,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02074\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02075","actor":"rep_25","actor_name":"Carlos Mendez","company":"CloudScale Data","opened_at":"2026-02-05T13:52:00.000Z","closed_at":"2026-02-05T14:13:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($393k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02075"],"decision_points":["ad_hoc_resolution_02075"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02075","actor":"rep_25","timestamp":"2026-02-05T13:52:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02075:00","content":"Operational trigger received from gmail for CloudScale Data ($393k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":153,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$393k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02075","actor":"rep_25","timestamp":"2026-02-05T13:59:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_02075:01","content":"document reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02075","actor":"rep_25","timestamp":"2026-02-05T14:06:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02075","object":"record:crm_02075:02","content":"ad hoc resolution 02075 recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02075\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":169,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02075\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02075","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02075\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02075","actor":"rep_25","timestamp":"2026-02-05T14:13:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02075:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02075)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02075\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":222,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02075\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02076","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-03-25T05:08:00.000Z","closed_at":"2026-03-25T05:29:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($462k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02076"],"decision_points":["ad_hoc_resolution_02076"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02076","actor":"rep_06","timestamp":"2026-03-25T05:08:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02076:00","content":"Operational trigger received from hubspot for Pinnacle Media ($462k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":68,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$462k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02076","actor":"rep_06","timestamp":"2026-03-25T05:15:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02076:01","content":"message reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02076","actor":"rep_06","timestamp":"2026-03-25T05:22:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02076","object":"record:crm_02076:02","content":"ad hoc resolution 02076 recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02076\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02076\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02076","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02076\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02076","actor":"rep_06","timestamp":"2026-03-25T05:29:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02076:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02076)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02076\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":209,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02076\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02077","actor":"rep_19","actor_name":"James Wilson","company":"Sentinel Networks","opened_at":"2026-03-27T02:50:00.000Z","closed_at":"2026-03-27T03:11:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($64k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02077"],"decision_points":["ad_hoc_resolution_02077"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02077","actor":"rep_19","timestamp":"2026-03-27T02:50:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02077:00","content":"Operational trigger received from gmail for Sentinel Networks ($64k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":227,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$64k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_02077","actor":"rep_19","timestamp":"2026-03-27T02:57:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02077:01","content":"message reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02077","actor":"rep_19","timestamp":"2026-03-27T03:04:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02077","object":"record:crm_02077:02","content":"ad hoc resolution 02077 recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02077\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":56,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02077\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02077","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02077\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02077","actor":"rep_19","timestamp":"2026-03-27T03:11:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02077:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_02077)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02077\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02077\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02078","actor":"rep_37","actor_name":"Sophia Zhang","company":"Nexus AI","opened_at":"2026-01-09T21:19:00.000Z","closed_at":"2026-01-09T21:40:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from slack for Nexus AI ($311k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02078"],"decision_points":["ad_hoc_resolution_02078"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02078","actor":"rep_37","timestamp":"2026-01-09T21:19:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02078:00","content":"Operational trigger received from slack for Nexus AI ($311k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":127,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Nexus AI\",\"deal_size\":\"$311k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02078","actor":"rep_37","timestamp":"2026-01-09T21:26:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02078:01","content":"document reviewed recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02078","actor":"rep_37","timestamp":"2026-01-09T21:33:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02078","object":"record:crm_02078:02","content":"ad hoc resolution 02078 recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02078\", entity=\"Nexus AI\")","http_status":200,"latency_ms":219,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02078\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02078","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02078\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02078","actor":"rep_37","timestamp":"2026-01-09T21:40:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02078:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02078)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02078\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":179,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02078\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02079","actor":"rep_37","actor_name":"Sophia Zhang","company":"Beacon Energy","opened_at":"2026-02-09T15:36:00.000Z","closed_at":"2026-02-09T15:57:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($136k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02079"],"decision_points":["ad_hoc_resolution_02079"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02079","actor":"rep_37","timestamp":"2026-02-09T15:36:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02079:00","content":"Operational trigger received from hubspot for Beacon Energy ($136k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":271,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$136k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_02079","actor":"rep_37","timestamp":"2026-02-09T15:43:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02079:01","content":"record reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":165,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02079","actor":"rep_37","timestamp":"2026-02-09T15:50:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02079","object":"record:crm_02079:02","content":"ad hoc resolution 02079 recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02079\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02079\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02079","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02079\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02079","actor":"rep_37","timestamp":"2026-02-09T15:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02079:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_02079)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02079\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02079\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02080","actor":"rep_11","actor_name":"David Kim","company":"Vertex Cyber","opened_at":"2026-03-13T10:44:00.000Z","closed_at":"2026-03-13T11:05:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($453k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02080"],"decision_points":["ad_hoc_resolution_02080"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02080","actor":"rep_11","timestamp":"2026-03-13T10:44:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02080:00","content":"Operational trigger received from gmail for Vertex Cyber ($453k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":149,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$453k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02080","actor":"rep_11","timestamp":"2026-03-13T10:51:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02080:01","content":"message reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":218,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02080","actor":"rep_11","timestamp":"2026-03-13T10:58:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02080","object":"record:crm_02080:02","content":"ad hoc resolution 02080 recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02080\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02080\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02080","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02080\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02080","actor":"rep_11","timestamp":"2026-03-13T11:05:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02080:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02080)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02080\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":99,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02080\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02081","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-02-02T12:07:00.000Z","closed_at":"2026-02-02T12:28:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($382k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02081"],"decision_points":["ad_hoc_resolution_02081"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02081","actor":"rep_01","timestamp":"2026-02-02T12:07:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02081:00","content":"Operational trigger received from gmail for NovaBio Labs ($382k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":171,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$382k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02081","actor":"rep_01","timestamp":"2026-02-02T12:14:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02081:01","content":"message reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":122,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02081","actor":"rep_01","timestamp":"2026-02-02T12:21:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02081","object":"record:crm_02081:02","content":"ad hoc resolution 02081 recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02081\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02081\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02081","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02081\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02081","actor":"rep_01","timestamp":"2026-02-02T12:28:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02081:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02081)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02081\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":161,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02081\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02082","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-02-02T09:31:00.000Z","closed_at":"2026-02-02T09:52:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($79k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02082"],"decision_points":["ad_hoc_resolution_02082"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02082","actor":"rep_11","timestamp":"2026-02-02T09:31:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02082:00","content":"Operational trigger received from hubspot for Pinnacle Media ($79k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":72,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$79k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02082","actor":"rep_11","timestamp":"2026-02-02T09:38:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02082:01","content":"record reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02082","actor":"rep_11","timestamp":"2026-02-02T09:45:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02082","object":"record:crm_02082:02","content":"ad hoc resolution 02082 recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02082\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02082\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02082","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02082\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02082","actor":"rep_11","timestamp":"2026-02-02T09:52:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02082:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02082)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02082\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":89,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02082\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02083","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-03-22T16:34:00.000Z","closed_at":"2026-03-22T16:55:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($165k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02083"],"decision_points":["ad_hoc_resolution_02083"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02083","actor":"rep_11","timestamp":"2026-03-22T16:34:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02083:00","content":"Operational trigger received from salesforce for Pinnacle Media ($165k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":282,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$165k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02083","actor":"rep_11","timestamp":"2026-03-22T16:41:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02083:01","content":"record reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":241,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02083","actor":"rep_11","timestamp":"2026-03-22T16:48:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02083","object":"record:crm_02083:02","content":"ad hoc resolution 02083 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02083\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":204,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02083\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02083","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02083\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02083","actor":"rep_11","timestamp":"2026-03-22T16:55:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02083:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02083)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02083\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":116,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02083\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02084","actor":"rep_31","actor_name":"Aisha Taylor","company":"Beacon Energy","opened_at":"2026-03-23T19:25:00.000Z","closed_at":"2026-03-23T19:46:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($159k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02084"],"decision_points":["ad_hoc_resolution_02084"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02084","actor":"rep_31","timestamp":"2026-03-23T19:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02084:00","content":"Operational trigger received from hubspot for Beacon Energy ($159k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":148,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$159k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_02084","actor":"rep_31","timestamp":"2026-03-23T19:32:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02084:01","content":"message reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":259,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02084","actor":"rep_31","timestamp":"2026-03-23T19:39:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02084","object":"record:crm_02084:02","content":"ad hoc resolution 02084 recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02084\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02084\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02084","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02084\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02084","actor":"rep_31","timestamp":"2026-03-23T19:46:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02084:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_02084)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02084\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":202,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02084\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02085","actor":"rep_25","actor_name":"Carlos Mendez","company":"Aura Therapeutics","opened_at":"2026-01-29T05:47:00.000Z","closed_at":"2026-01-29T06:08:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($163k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02085"],"decision_points":["ad_hoc_resolution_02085"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02085","actor":"rep_25","timestamp":"2026-01-29T05:47:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02085:00","content":"Operational trigger received from gmail for Aura Therapeutics ($163k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":148,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$163k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_02085","actor":"rep_25","timestamp":"2026-01-29T05:54:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_02085:01","content":"document reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":216,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02085","actor":"rep_25","timestamp":"2026-01-29T06:01:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02085","object":"record:crm_02085:02","content":"ad hoc resolution 02085 recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02085\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02085\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02085","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02085\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02085","actor":"rep_25","timestamp":"2026-01-29T06:08:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02085:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_02085)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02085\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":259,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02085\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02086","actor":"rep_20","actor_name":"Maya Patel","company":"Beacon Energy","opened_at":"2026-03-23T09:45:00.000Z","closed_at":"2026-03-23T10:06:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($369k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02086"],"decision_points":["ad_hoc_resolution_02086"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02086","actor":"rep_20","timestamp":"2026-03-23T09:45:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02086:00","content":"Operational trigger received from hubspot for Beacon Energy ($369k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":244,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$369k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_02086","actor":"rep_20","timestamp":"2026-03-23T09:52:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02086:01","content":"document reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":91,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02086","actor":"rep_20","timestamp":"2026-03-23T09:59:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02086","object":"record:crm_02086:02","content":"ad hoc resolution 02086 recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02086\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":141,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02086\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02086","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02086\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02086","actor":"rep_20","timestamp":"2026-03-23T10:06:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02086:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_02086)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02086\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":214,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02086\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02087","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-01-31T10:30:00.000Z","closed_at":"2026-01-31T10:51:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($109k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02087"],"decision_points":["ad_hoc_resolution_02087"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02087","actor":"rep_09","timestamp":"2026-01-31T10:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02087:00","content":"Operational trigger received from hubspot for Acme Health Systems ($109k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":258,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$109k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02087","actor":"rep_09","timestamp":"2026-01-31T10:37:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02087:01","content":"message reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":245,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02087","actor":"rep_09","timestamp":"2026-01-31T10:44:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02087","object":"record:crm_02087:02","content":"ad hoc resolution 02087 recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02087\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02087\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02087","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02087\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02087","actor":"rep_09","timestamp":"2026-01-31T10:51:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02087:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02087)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02087\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":57,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02087\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02088","actor":"rep_09","actor_name":"Elena Rostova","company":"Apex Retail Group","opened_at":"2026-03-04T00:11:00.000Z","closed_at":"2026-03-04T00:32:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($184k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02088"],"decision_points":["ad_hoc_resolution_02088"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02088","actor":"rep_09","timestamp":"2026-03-04T00:11:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02088:00","content":"Operational trigger received from hubspot for Apex Retail Group ($184k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":205,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$184k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02088","actor":"rep_09","timestamp":"2026-03-04T00:18:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02088:01","content":"record reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02088","actor":"rep_09","timestamp":"2026-03-04T00:25:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02088","object":"record:crm_02088:02","content":"ad hoc resolution 02088 recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02088\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02088\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02088","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02088\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02088","actor":"rep_09","timestamp":"2026-03-04T00:32:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02088:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02088)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02088\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":177,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02088\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02089","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-01-19T06:27:00.000Z","closed_at":"2026-01-19T06:48:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($136k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02089"],"decision_points":["ad_hoc_resolution_02089"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02089","actor":"rep_11","timestamp":"2026-01-19T06:27:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02089:00","content":"Operational trigger received from hubspot for Acme Health Systems ($136k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":282,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$136k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02089","actor":"rep_11","timestamp":"2026-01-19T06:34:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02089:01","content":"document reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":168,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02089","actor":"rep_11","timestamp":"2026-01-19T06:41:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02089","object":"record:crm_02089:02","content":"ad hoc resolution 02089 recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02089\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02089\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02089","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02089\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02089","actor":"rep_11","timestamp":"2026-01-19T06:48:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02089:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02089)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02089\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":194,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02089\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02090","actor":"rep_19","actor_name":"James Wilson","company":"Aura Therapeutics","opened_at":"2026-03-10T07:53:00.000Z","closed_at":"2026-03-10T08:14:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($339k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02090"],"decision_points":["ad_hoc_resolution_02090"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02090","actor":"rep_19","timestamp":"2026-03-10T07:53:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02090:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($339k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":136,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$339k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_02090","actor":"rep_19","timestamp":"2026-03-10T08:00:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02090:01","content":"message reviewed recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02090","actor":"rep_19","timestamp":"2026-03-10T08:07:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02090","object":"record:crm_02090:02","content":"ad hoc resolution 02090 recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02090\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":205,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02090\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02090","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02090\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02090","actor":"rep_19","timestamp":"2026-03-10T08:14:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02090:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_02090)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02090\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":221,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02090\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02091","actor":"rep_09","actor_name":"Elena Rostova","company":"OmniChannel Inc","opened_at":"2026-03-01T15:21:00.000Z","closed_at":"2026-03-01T15:42:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from salesforce for OmniChannel Inc ($305k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02091"],"decision_points":["ad_hoc_resolution_02091"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02091","actor":"rep_09","timestamp":"2026-03-01T15:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02091:00","content":"Operational trigger received from salesforce for OmniChannel Inc ($305k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":277,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$305k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02091","actor":"rep_09","timestamp":"2026-03-01T15:28:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02091:01","content":"document reviewed recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02091","actor":"rep_09","timestamp":"2026-03-01T15:35:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02091","object":"record:crm_02091:02","content":"ad hoc resolution 02091 recorded for OmniChannel Inc","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02091\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":248,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02091\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02091","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02091\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02091","actor":"rep_09","timestamp":"2026-03-01T15:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02091:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02091)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02091\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":92,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02091\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02092","actor":"rep_19","actor_name":"James Wilson","company":"Pinnacle Media","opened_at":"2026-01-24T05:28:00.000Z","closed_at":"2026-01-24T05:49:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($391k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02092"],"decision_points":["ad_hoc_resolution_02092"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02092","actor":"rep_19","timestamp":"2026-01-24T05:28:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02092:00","content":"Operational trigger received from salesforce for Pinnacle Media ($391k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":155,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$391k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02092","actor":"rep_19","timestamp":"2026-01-24T05:35:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02092:01","content":"message reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02092","actor":"rep_19","timestamp":"2026-01-24T05:42:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02092","object":"record:crm_02092:02","content":"ad hoc resolution 02092 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02092\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02092\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02092","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02092\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02092","actor":"rep_19","timestamp":"2026-01-24T05:49:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02092:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02092)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02092\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02092\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02093","actor":"rep_31","actor_name":"Aisha Taylor","company":"Acme Health Systems","opened_at":"2026-03-09T22:41:00.000Z","closed_at":"2026-03-09T23:02:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from gmail for Acme Health Systems ($412k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02093"],"decision_points":["ad_hoc_resolution_02093"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02093","actor":"rep_31","timestamp":"2026-03-09T22:41:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02093:00","content":"Operational trigger received from gmail for Acme Health Systems ($412k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":150,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$412k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02093","actor":"rep_31","timestamp":"2026-03-09T22:48:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02093:01","content":"record reviewed recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":102,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02093","actor":"rep_31","timestamp":"2026-03-09T22:55:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02093","object":"record:crm_02093:02","content":"ad hoc resolution 02093 recorded for Acme Health Systems","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02093\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02093\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02093","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02093\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02093","actor":"rep_31","timestamp":"2026-03-09T23:02:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02093:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02093)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02093\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":214,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02093\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02094","actor":"rep_37","actor_name":"Sophia Zhang","company":"OmniChannel Inc","opened_at":"2026-01-25T06:18:00.000Z","closed_at":"2026-01-25T06:39:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($183k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02094"],"decision_points":["ad_hoc_resolution_02094"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02094","actor":"rep_37","timestamp":"2026-01-25T06:18:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02094:00","content":"Operational trigger received from gmail for OmniChannel Inc ($183k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":249,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$183k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02094","actor":"rep_37","timestamp":"2026-01-25T06:25:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02094:01","content":"message reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":139,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02094","actor":"rep_37","timestamp":"2026-01-25T06:32:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02094","object":"record:crm_02094:02","content":"ad hoc resolution 02094 recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02094\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02094\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02094","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02094\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02094","actor":"rep_37","timestamp":"2026-01-25T06:39:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02094:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02094)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02094\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":202,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02094\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02095","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-03-20T22:27:00.000Z","closed_at":"2026-03-20T22:48:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($336k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02095"],"decision_points":["ad_hoc_resolution_02095"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02095","actor":"rep_06","timestamp":"2026-03-20T22:27:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02095:00","content":"Operational trigger received from salesforce for Pinnacle Media ($336k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$336k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02095","actor":"rep_06","timestamp":"2026-03-20T22:34:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02095:01","content":"record reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02095","actor":"rep_06","timestamp":"2026-03-20T22:41:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02095","object":"record:crm_02095:02","content":"ad hoc resolution 02095 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02095\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02095\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02095","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02095\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02095","actor":"rep_06","timestamp":"2026-03-20T22:48:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02095:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02095)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02095\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":221,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02095\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02096","actor":"rep_09","actor_name":"Elena Rostova","company":"NovaBio Labs","opened_at":"2026-01-03T20:59:00.000Z","closed_at":"2026-01-03T21:20:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($278k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02096"],"decision_points":["ad_hoc_resolution_02096"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02096","actor":"rep_09","timestamp":"2026-01-03T20:59:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02096:00","content":"Operational trigger received from gmail for NovaBio Labs ($278k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":271,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$278k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02096","actor":"rep_09","timestamp":"2026-01-03T21:06:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02096:01","content":"record reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":178,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02096","actor":"rep_09","timestamp":"2026-01-03T21:13:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02096","object":"record:crm_02096:02","content":"ad hoc resolution 02096 recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02096\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02096\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02096","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02096\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02096","actor":"rep_09","timestamp":"2026-01-03T21:20:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02096:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02096)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02096\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":186,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02096\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02097","actor":"rep_32","actor_name":"Liam O'Connor","company":"Aura Therapeutics","opened_at":"2026-03-18T13:44:00.000Z","closed_at":"2026-03-18T14:05:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from gmail for Aura Therapeutics ($313k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02097"],"decision_points":["ad_hoc_resolution_02097"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02097","actor":"rep_32","timestamp":"2026-03-18T13:44:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02097:00","content":"Operational trigger received from gmail for Aura Therapeutics ($313k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":193,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$313k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_02097","actor":"rep_32","timestamp":"2026-03-18T13:51:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02097:01","content":"record reviewed recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02097","actor":"rep_32","timestamp":"2026-03-18T13:58:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02097","object":"record:crm_02097:02","content":"ad hoc resolution 02097 recorded for Aura Therapeutics","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02097\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":230,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02097\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02097","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02097\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02097","actor":"rep_32","timestamp":"2026-03-18T14:05:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02097:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_02097)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02097\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":89,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02097\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02098","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-02-08T01:54:00.000Z","closed_at":"2026-02-08T02:15:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($99k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02098"],"decision_points":["ad_hoc_resolution_02098"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02098","actor":"rep_25","timestamp":"2026-02-08T01:54:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02098:00","content":"Operational trigger received from gmail for Sentinel Networks ($99k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":208,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$99k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_02098","actor":"rep_25","timestamp":"2026-02-08T02:01:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02098:01","content":"message reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02098","actor":"rep_25","timestamp":"2026-02-08T02:08:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02098","object":"record:crm_02098:02","content":"ad hoc resolution 02098 recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02098\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":281,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02098\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02098","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02098\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02098","actor":"rep_25","timestamp":"2026-02-08T02:15:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02098:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_02098)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02098\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":113,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02098\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02099","actor":"rep_25","actor_name":"Carlos Mendez","company":"Stripe Technologies","opened_at":"2026-02-01T18:37:00.000Z","closed_at":"2026-02-01T18:58:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from gmail for Stripe Technologies ($261k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02099"],"decision_points":["ad_hoc_resolution_02099"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02099","actor":"rep_25","timestamp":"2026-02-01T18:37:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02099:00","content":"Operational trigger received from gmail for Stripe Technologies ($261k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":45,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$261k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_02099","actor":"rep_25","timestamp":"2026-02-01T18:44:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02099:01","content":"record reviewed recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02099","actor":"rep_25","timestamp":"2026-02-01T18:51:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02099","object":"record:crm_02099:02","content":"ad hoc resolution 02099 recorded for Stripe Technologies","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02099\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":80,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02099\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02099","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02099\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02099","actor":"rep_25","timestamp":"2026-02-01T18:58:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02099:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_02099)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02099\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":75,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02099\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02100","actor":"rep_32","actor_name":"Liam O'Connor","company":"OmniChannel Inc","opened_at":"2026-02-17T08:34:00.000Z","closed_at":"2026-02-17T08:55:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($318k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02100"],"decision_points":["ad_hoc_resolution_02100"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02100","actor":"rep_32","timestamp":"2026-02-17T08:34:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02100:00","content":"Operational trigger received from gmail for OmniChannel Inc ($318k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":49,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$318k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02100","actor":"rep_32","timestamp":"2026-02-17T08:41:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_02100:01","content":"document reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02100","actor":"rep_32","timestamp":"2026-02-17T08:48:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02100","object":"record:crm_02100:02","content":"ad hoc resolution 02100 recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02100\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":229,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02100\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02100","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02100\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02100","actor":"rep_32","timestamp":"2026-02-17T08:55:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02100:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02100)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02100\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":281,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02100\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02101","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-02-23T06:36:00.000Z","closed_at":"2026-02-23T06:57:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($218k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02101"],"decision_points":["ad_hoc_resolution_02101"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02101","actor":"rep_06","timestamp":"2026-02-23T06:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02101:00","content":"Operational trigger received from salesforce for Pinnacle Media ($218k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$218k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02101","actor":"rep_06","timestamp":"2026-02-23T06:43:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02101:01","content":"document reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":66,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02101","actor":"rep_06","timestamp":"2026-02-23T06:50:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02101","object":"record:crm_02101:02","content":"ad hoc resolution 02101 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02101\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":191,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02101\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02101","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02101\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02101","actor":"rep_06","timestamp":"2026-02-23T06:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02101:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02101)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02101\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":98,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02101\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02102","actor":"rep_14","actor_name":"Rachel Adams","company":"Vertex Cyber","opened_at":"2026-02-24T20:40:00.000Z","closed_at":"2026-02-24T21:01:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from gmail for Vertex Cyber ($125k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02102"],"decision_points":["ad_hoc_resolution_02102"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02102","actor":"rep_14","timestamp":"2026-02-24T20:40:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02102:00","content":"Operational trigger received from gmail for Vertex Cyber ($125k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":235,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$125k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02102","actor":"rep_14","timestamp":"2026-02-24T20:47:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02102:01","content":"message reviewed recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":227,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02102","actor":"rep_14","timestamp":"2026-02-24T20:54:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02102","object":"record:crm_02102:02","content":"ad hoc resolution 02102 recorded for Vertex Cyber","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02102\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":53,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02102\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02102","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02102\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02102","actor":"rep_14","timestamp":"2026-02-24T21:01:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02102:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02102)","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02102\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":248,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02102\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02103","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-03-13T16:58:00.000Z","closed_at":"2026-03-13T17:19:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from slack for Nexus AI ($147k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02103"],"decision_points":["ad_hoc_resolution_02103"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02103","actor":"rep_32","timestamp":"2026-03-13T16:58:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02103:00","content":"Operational trigger received from slack for Nexus AI ($147k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":188,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Nexus AI\",\"deal_size\":\"$147k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02103","actor":"rep_32","timestamp":"2026-03-13T17:05:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02103:01","content":"record reviewed recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":192,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02103","actor":"rep_32","timestamp":"2026-03-13T17:12:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02103","object":"record:crm_02103:02","content":"ad hoc resolution 02103 recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02103\", entity=\"Nexus AI\")","http_status":200,"latency_ms":224,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02103\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02103","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02103\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02103","actor":"rep_32","timestamp":"2026-03-13T17:19:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02103:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02103)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02103\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":130,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02103\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02104","actor":"rep_06","actor_name":"Marcus Vance","company":"Pinnacle Media","opened_at":"2026-01-23T04:14:00.000Z","closed_at":"2026-01-23T04:35:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from salesforce for Pinnacle Media ($394k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02104"],"decision_points":["ad_hoc_resolution_02104"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02104","actor":"rep_06","timestamp":"2026-01-23T04:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02104:00","content":"Operational trigger received from salesforce for Pinnacle Media ($394k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":158,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$394k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02104","actor":"rep_06","timestamp":"2026-01-23T04:21:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02104:01","content":"record reviewed recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":101,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02104","actor":"rep_06","timestamp":"2026-01-23T04:28:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02104","object":"record:crm_02104:02","content":"ad hoc resolution 02104 recorded for Pinnacle Media","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02104\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02104\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02104","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02104\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02104","actor":"rep_06","timestamp":"2026-01-23T04:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02104:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02104)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02104\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":119,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02104\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02105","actor":"rep_31","actor_name":"Aisha Taylor","company":"NovaBio Labs","opened_at":"2026-02-23T18:41:00.000Z","closed_at":"2026-02-23T19:02:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from slack for NovaBio Labs ($458k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02105"],"decision_points":["ad_hoc_resolution_02105"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02105","actor":"rep_31","timestamp":"2026-02-23T18:41:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02105:00","content":"Operational trigger received from slack for NovaBio Labs ($458k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":267,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$458k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02105","actor":"rep_31","timestamp":"2026-02-23T18:48:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02105:01","content":"document reviewed recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02105","actor":"rep_31","timestamp":"2026-02-23T18:55:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02105","object":"record:crm_02105:02","content":"ad hoc resolution 02105 recorded for NovaBio Labs","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02105\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":228,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02105\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02105","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02105\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02105","actor":"rep_31","timestamp":"2026-02-23T19:02:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02105:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02105)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02105\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":183,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02105\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02106","actor":"rep_32","actor_name":"Liam O'Connor","company":"CloudScale Data","opened_at":"2026-01-22T05:54:00.000Z","closed_at":"2026-01-22T06:15:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($379k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02106"],"decision_points":["ad_hoc_resolution_02106"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02106","actor":"rep_32","timestamp":"2026-01-22T05:54:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02106:00","content":"Operational trigger received from salesforce for CloudScale Data ($379k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":151,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$379k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02106","actor":"rep_32","timestamp":"2026-01-22T06:01:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02106:01","content":"document reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":92,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02106","actor":"rep_32","timestamp":"2026-01-22T06:08:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02106","object":"record:crm_02106:02","content":"ad hoc resolution 02106 recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02106\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02106\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02106","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02106\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02106","actor":"rep_32","timestamp":"2026-01-22T06:15:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02106:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02106)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02106\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":182,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02106\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02107","actor":"rep_25","actor_name":"Carlos Mendez","company":"NovaBio Labs","opened_at":"2026-01-07T05:40:00.000Z","closed_at":"2026-01-07T06:01:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($226k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02107"],"decision_points":["ad_hoc_resolution_02107"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02107","actor":"rep_25","timestamp":"2026-01-07T05:40:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02107:00","content":"Operational trigger received from salesforce for NovaBio Labs ($226k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":154,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02107","actor":"rep_25","timestamp":"2026-01-07T05:47:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02107:01","content":"message reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":179,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02107","actor":"rep_25","timestamp":"2026-01-07T05:54:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02107","object":"record:crm_02107:02","content":"ad hoc resolution 02107 recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02107\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":79,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02107\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02107","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02107\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02107","actor":"rep_25","timestamp":"2026-01-07T06:01:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02107:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02107)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02107\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":88,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02107\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02108","actor":"rep_14","actor_name":"Rachel Adams","company":"NovaBio Labs","opened_at":"2026-01-21T20:22:00.000Z","closed_at":"2026-01-21T20:43:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($364k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02108"],"decision_points":["ad_hoc_resolution_02108"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02108","actor":"rep_14","timestamp":"2026-01-21T20:22:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02108:00","content":"Operational trigger received from salesforce for NovaBio Labs ($364k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":155,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$364k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02108","actor":"rep_14","timestamp":"2026-01-21T20:29:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02108:01","content":"record reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":167,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02108","actor":"rep_14","timestamp":"2026-01-21T20:36:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02108","object":"record:crm_02108:02","content":"ad hoc resolution 02108 recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02108\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":108,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02108\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02108","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02108\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02108","actor":"rep_14","timestamp":"2026-01-21T20:43:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02108:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02108)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02108\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":111,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02108\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02109","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-01-24T02:37:00.000Z","closed_at":"2026-01-24T02:58:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from hubspot for Beacon Energy ($154k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02109"],"decision_points":["ad_hoc_resolution_02109"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02109","actor":"rep_14","timestamp":"2026-01-24T02:37:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02109:00","content":"Operational trigger received from hubspot for Beacon Energy ($154k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":165,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Beacon Energy\",\"deal_size\":\"$154k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_02109","actor":"rep_14","timestamp":"2026-01-24T02:44:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02109:01","content":"record reviewed recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":247,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02109","actor":"rep_14","timestamp":"2026-01-24T02:51:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02109","object":"record:crm_02109:02","content":"ad hoc resolution 02109 recorded for Beacon Energy","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02109\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02109\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02109","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02109\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02109","actor":"rep_14","timestamp":"2026-01-24T02:58:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02109:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_02109)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02109\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":60,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02109\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02110","actor":"rep_14","actor_name":"Rachel Adams","company":"Beacon Energy","opened_at":"2026-02-20T13:24:00.000Z","closed_at":"2026-02-20T13:45:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($262k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02110"],"decision_points":["ad_hoc_resolution_02110"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02110","actor":"rep_14","timestamp":"2026-02-20T13:24:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02110:00","content":"Operational trigger received from salesforce for Beacon Energy ($262k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":109,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$262k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_02110","actor":"rep_14","timestamp":"2026-02-20T13:31:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02110:01","content":"record reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":93,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02110","actor":"rep_14","timestamp":"2026-02-20T13:38:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02110","object":"record:crm_02110:02","content":"ad hoc resolution 02110 recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02110\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02110\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02110","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02110\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02110","actor":"rep_14","timestamp":"2026-02-20T13:45:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02110:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_02110)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02110\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":238,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02110\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02111","actor":"rep_06","actor_name":"Marcus Vance","company":"Meridian Logistics","opened_at":"2026-02-20T10:40:00.000Z","closed_at":"2026-02-20T11:01:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from slack for Meridian Logistics ($454k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02111"],"decision_points":["ad_hoc_resolution_02111"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02111","actor":"rep_06","timestamp":"2026-02-20T10:40:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02111:00","content":"Operational trigger received from slack for Meridian Logistics ($454k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":119,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$454k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_02111","actor":"rep_06","timestamp":"2026-02-20T10:47:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02111:01","content":"document reviewed recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":207,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02111","actor":"rep_06","timestamp":"2026-02-20T10:54:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02111","object":"record:crm_02111:02","content":"ad hoc resolution 02111 recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02111\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":215,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02111\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02111","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02111\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02111","actor":"rep_06","timestamp":"2026-02-20T11:01:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02111:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_02111)","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02111\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":147,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02111\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02112","actor":"rep_01","actor_name":"Sarah Chen","company":"Aura Therapeutics","opened_at":"2026-01-28T18:30:00.000Z","closed_at":"2026-01-28T18:51:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($401k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02112"],"decision_points":["ad_hoc_resolution_02112"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02112","actor":"rep_01","timestamp":"2026-01-28T18:30:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02112:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($401k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":78,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$401k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_02112","actor":"rep_01","timestamp":"2026-01-28T18:37:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02112:01","content":"document reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02112","actor":"rep_01","timestamp":"2026-01-28T18:44:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02112","object":"record:crm_02112:02","content":"ad hoc resolution 02112 recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02112\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":184,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02112\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02112","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02112\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02112","actor":"rep_01","timestamp":"2026-01-28T18:51:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02112:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_02112)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02112\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":216,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02112\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02113","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-01-16T08:56:00.000Z","closed_at":"2026-01-16T09:17:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($175k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02113"],"decision_points":["ad_hoc_resolution_02113"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02113","actor":"rep_32","timestamp":"2026-01-16T08:56:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02113:00","content":"Operational trigger received from gmail for Nexus AI ($175k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":246,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$175k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02113","actor":"rep_32","timestamp":"2026-01-16T09:03:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02113:01","content":"message reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02113","actor":"rep_32","timestamp":"2026-01-16T09:10:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02113","object":"record:crm_02113:02","content":"ad hoc resolution 02113 recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02113\", entity=\"Nexus AI\")","http_status":200,"latency_ms":119,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02113\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02113","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02113\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02113","actor":"rep_32","timestamp":"2026-01-16T09:17:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02113:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02113)","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02113\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":45,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02113\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02114","actor":"rep_37","actor_name":"Sophia Zhang","company":"FinTech Global","opened_at":"2026-02-01T02:16:00.000Z","closed_at":"2026-02-01T02:37:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($265k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02114"],"decision_points":["ad_hoc_resolution_02114"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02114","actor":"rep_37","timestamp":"2026-02-01T02:16:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02114:00","content":"Operational trigger received from gmail for FinTech Global ($265k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":239,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$265k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02114","actor":"rep_37","timestamp":"2026-02-01T02:23:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02114:01","content":"record reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":250,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02114","actor":"rep_37","timestamp":"2026-02-01T02:30:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02114","object":"record:crm_02114:02","content":"ad hoc resolution 02114 recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02114\", entity=\"FinTech Global\")","http_status":200,"latency_ms":118,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02114\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02114","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02114\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02114","actor":"rep_37","timestamp":"2026-02-01T02:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02114:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02114)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02114\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":121,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02114\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02115","actor":"rep_31","actor_name":"Aisha Taylor","company":"Stripe Technologies","opened_at":"2026-03-07T10:19:00.000Z","closed_at":"2026-03-07T10:40:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($384k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02115"],"decision_points":["ad_hoc_resolution_02115"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02115","actor":"rep_31","timestamp":"2026-03-07T10:19:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02115:00","content":"Operational trigger received from hubspot for Stripe Technologies ($384k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":270,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$384k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_02115","actor":"rep_31","timestamp":"2026-03-07T10:26:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02115:01","content":"record reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":77,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02115","actor":"rep_31","timestamp":"2026-03-07T10:33:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02115","object":"record:crm_02115:02","content":"ad hoc resolution 02115 recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02115\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02115\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02115","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02115\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02115","actor":"rep_31","timestamp":"2026-03-07T10:40:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02115:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_02115)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02115\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02115\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02116","actor":"rep_11","actor_name":"David Kim","company":"Beacon Energy","opened_at":"2026-02-17T03:39:00.000Z","closed_at":"2026-02-17T04:00:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from slack for Beacon Energy ($363k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02116"],"decision_points":["ad_hoc_resolution_02116"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02116","actor":"rep_11","timestamp":"2026-02-17T03:39:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02116:00","content":"Operational trigger received from slack for Beacon Energy ($363k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":149,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Beacon Energy\",\"deal_size\":\"$363k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_02116","actor":"rep_11","timestamp":"2026-02-17T03:46:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02116:01","content":"record reviewed recorded for Beacon Energy","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":132,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02116","actor":"rep_11","timestamp":"2026-02-17T03:53:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02116","object":"record:crm_02116:02","content":"ad hoc resolution 02116 recorded for Beacon Energy","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02116\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02116\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02116","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02116\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02116","actor":"rep_11","timestamp":"2026-02-17T04:00:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02116:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_02116)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02116\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":70,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02116\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02117","actor":"rep_06","actor_name":"Marcus Vance","company":"CloudScale Data","opened_at":"2026-03-01T05:18:00.000Z","closed_at":"2026-03-01T05:39:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from slack for CloudScale Data ($313k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02117"],"decision_points":["ad_hoc_resolution_02117"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02117","actor":"rep_06","timestamp":"2026-03-01T05:18:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02117:00","content":"Operational trigger received from slack for CloudScale Data ($313k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"CloudScale Data\",\"deal_size\":\"$313k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02117","actor":"rep_06","timestamp":"2026-03-01T05:25:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02117:01","content":"document reviewed recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02117","actor":"rep_06","timestamp":"2026-03-01T05:32:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02117","object":"record:crm_02117:02","content":"ad hoc resolution 02117 recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02117\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":253,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02117\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02117","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02117\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02117","actor":"rep_06","timestamp":"2026-03-01T05:39:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02117:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02117)","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02117\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":233,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02117\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02118","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-02-01T16:23:00.000Z","closed_at":"2026-02-01T16:44:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($154k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02118"],"decision_points":["ad_hoc_resolution_02118"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02118","actor":"rep_11","timestamp":"2026-02-01T16:23:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02118:00","content":"Operational trigger received from salesforce for CloudScale Data ($154k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":264,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$154k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02118","actor":"rep_11","timestamp":"2026-02-01T16:30:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02118:01","content":"message reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02118","actor":"rep_11","timestamp":"2026-02-01T16:37:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02118","object":"record:crm_02118:02","content":"ad hoc resolution 02118 recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02118\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":164,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02118\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02118","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02118\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02118","actor":"rep_11","timestamp":"2026-02-01T16:44:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02118:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02118)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02118\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":210,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02118\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02119","actor":"rep_32","actor_name":"Liam O'Connor","company":"CloudScale Data","opened_at":"2026-01-19T02:46:00.000Z","closed_at":"2026-01-19T03:07:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($259k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02119"],"decision_points":["ad_hoc_resolution_02119"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02119","actor":"rep_32","timestamp":"2026-01-19T02:46:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02119:00","content":"Operational trigger received from gmail for CloudScale Data ($259k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":79,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$259k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02119","actor":"rep_32","timestamp":"2026-01-19T02:53:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02119:01","content":"record reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":196,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02119","actor":"rep_32","timestamp":"2026-01-19T03:00:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02119","object":"record:crm_02119:02","content":"ad hoc resolution 02119 recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02119\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":220,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02119\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02119","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02119\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02119","actor":"rep_32","timestamp":"2026-01-19T03:07:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02119:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02119)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02119\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":247,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02119\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02120","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-03-29T21:24:00.000Z","closed_at":"2026-03-29T21:45:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($411k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02120"],"decision_points":["ad_hoc_resolution_02120"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02120","actor":"rep_37","timestamp":"2026-03-29T21:24:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02120:00","content":"Operational trigger received from hubspot for NovaBio Labs ($411k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":178,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$411k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02120","actor":"rep_37","timestamp":"2026-03-29T21:31:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02120:01","content":"record reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":244,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02120","actor":"rep_37","timestamp":"2026-03-29T21:38:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02120","object":"record:crm_02120:02","content":"ad hoc resolution 02120 recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02120\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":146,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02120\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02120","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02120\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02120","actor":"rep_37","timestamp":"2026-03-29T21:45:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02120:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02120)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02120\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":74,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02120\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02121","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-19T02:20:00.000Z","closed_at":"2026-01-19T02:41:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($150k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02121"],"decision_points":["ad_hoc_resolution_02121"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02121","actor":"rep_20","timestamp":"2026-01-19T02:20:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02121:00","content":"Operational trigger received from gmail for Apex Retail Group ($150k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":137,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$150k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02121","actor":"rep_20","timestamp":"2026-01-19T02:27:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02121:01","content":"record reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02121","actor":"rep_20","timestamp":"2026-01-19T02:34:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02121","object":"record:crm_02121:02","content":"ad hoc resolution 02121 recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02121\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":78,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02121\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02121","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02121\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02121","actor":"rep_20","timestamp":"2026-01-19T02:41:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02121:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02121)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02121\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":231,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02121\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02122","actor":"rep_11","actor_name":"David Kim","company":"Acme Health Systems","opened_at":"2026-02-23T10:07:00.000Z","closed_at":"2026-02-23T10:28:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from salesforce for Acme Health Systems ($327k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02122"],"decision_points":["ad_hoc_resolution_02122"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02122","actor":"rep_11","timestamp":"2026-02-23T10:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02122:00","content":"Operational trigger received from salesforce for Acme Health Systems ($327k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":88,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$327k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Acme Health Systems","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02122","actor":"rep_11","timestamp":"2026-02-23T10:14:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02122:01","content":"message reviewed recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":51,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02122","actor":"rep_11","timestamp":"2026-02-23T10:21:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02122","object":"record:crm_02122:02","content":"ad hoc resolution 02122 recorded for Acme Health Systems","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02122\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02122\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02122","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02122\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02122","actor":"rep_11","timestamp":"2026-02-23T10:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02122:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02122)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02122\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02122\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02123","actor":"rep_31","actor_name":"Aisha Taylor","company":"Aura Therapeutics","opened_at":"2026-02-06T17:03:00.000Z","closed_at":"2026-02-06T17:24:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($326k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02123"],"decision_points":["ad_hoc_resolution_02123"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02123","actor":"rep_31","timestamp":"2026-02-06T17:03:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02123:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($326k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":79,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$326k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_02123","actor":"rep_31","timestamp":"2026-02-06T17:10:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02123:01","content":"record reviewed recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":255,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02123","actor":"rep_31","timestamp":"2026-02-06T17:17:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02123","object":"record:crm_02123:02","content":"ad hoc resolution 02123 recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02123\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":194,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02123\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02123","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02123\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02123","actor":"rep_31","timestamp":"2026-02-06T17:24:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02123:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_02123)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02123\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02123\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02124","actor":"rep_32","actor_name":"Liam O'Connor","company":"Stripe Technologies","opened_at":"2026-01-05T17:04:00.000Z","closed_at":"2026-01-05T17:25:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from hubspot for Stripe Technologies ($429k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02124"],"decision_points":["ad_hoc_resolution_02124"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02124","actor":"rep_32","timestamp":"2026-01-05T17:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02124:00","content":"Operational trigger received from hubspot for Stripe Technologies ($429k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":150,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$429k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_02124","actor":"rep_32","timestamp":"2026-01-05T17:11:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02124:01","content":"message reviewed recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":48,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02124","actor":"rep_32","timestamp":"2026-01-05T17:18:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02124","object":"record:crm_02124:02","content":"ad hoc resolution 02124 recorded for Stripe Technologies","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02124\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":175,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02124\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02124","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02124\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02124","actor":"rep_32","timestamp":"2026-01-05T17:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02124:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_02124)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02124\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":232,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02124\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02125","actor":"rep_37","actor_name":"Sophia Zhang","company":"Catalyst Software","opened_at":"2026-01-29T15:06:00.000Z","closed_at":"2026-01-29T15:27:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($349k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02125"],"decision_points":["ad_hoc_resolution_02125"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02125","actor":"rep_37","timestamp":"2026-01-29T15:06:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02125:00","content":"Operational trigger received from gmail for Catalyst Software ($349k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":53,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$349k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_02125","actor":"rep_37","timestamp":"2026-01-29T15:13:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02125:01","content":"record reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02125","actor":"rep_37","timestamp":"2026-01-29T15:20:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02125","object":"record:crm_02125:02","content":"ad hoc resolution 02125 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02125\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02125\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02125","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02125\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02125","actor":"rep_37","timestamp":"2026-01-29T15:27:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02125:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_02125)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02125\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":136,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02125\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02126","actor":"rep_06","actor_name":"Marcus Vance","company":"Aura Therapeutics","opened_at":"2026-01-17T21:59:00.000Z","closed_at":"2026-01-17T22:20:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from salesforce for Aura Therapeutics ($288k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02126"],"decision_points":["ad_hoc_resolution_02126"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02126","actor":"rep_06","timestamp":"2026-01-17T21:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02126:00","content":"Operational trigger received from salesforce for Aura Therapeutics ($288k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":115,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$288k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Aura Therapeutics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_02126","actor":"rep_06","timestamp":"2026-01-17T22:06:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02126:01","content":"record reviewed recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":103,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02126","actor":"rep_06","timestamp":"2026-01-17T22:13:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02126","object":"record:crm_02126:02","content":"ad hoc resolution 02126 recorded for Aura Therapeutics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02126\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":65,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02126\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02126","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02126\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02126","actor":"rep_06","timestamp":"2026-01-17T22:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02126:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_02126)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02126\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":105,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02126\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02127","actor":"rep_32","actor_name":"Liam O'Connor","company":"FinTech Global","opened_at":"2026-01-03T16:07:00.000Z","closed_at":"2026-01-03T16:28:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from salesforce for FinTech Global ($440k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02127"],"decision_points":["ad_hoc_resolution_02127"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02127","actor":"rep_32","timestamp":"2026-01-03T16:07:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02127:00","content":"Operational trigger received from salesforce for FinTech Global ($440k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":72,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"FinTech Global\",\"deal_size\":\"$440k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"FinTech Global","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02127","actor":"rep_32","timestamp":"2026-01-03T16:14:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02127:01","content":"record reviewed recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":199,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02127","actor":"rep_32","timestamp":"2026-01-03T16:21:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02127","object":"record:crm_02127:02","content":"ad hoc resolution 02127 recorded for FinTech Global","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02127\", entity=\"FinTech Global\")","http_status":200,"latency_ms":57,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02127\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02127","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02127\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02127","actor":"rep_32","timestamp":"2026-01-03T16:28:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02127:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02127)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02127\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":273,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02127\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02128","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-02-10T05:03:00.000Z","closed_at":"2026-02-10T05:24:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from slack for Meridian Logistics ($83k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02128"],"decision_points":["ad_hoc_resolution_02128"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02128","actor":"rep_37","timestamp":"2026-02-10T05:03:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02128:00","content":"Operational trigger received from slack for Meridian Logistics ($83k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":261,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$83k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_02128","actor":"rep_37","timestamp":"2026-02-10T05:10:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02128:01","content":"document reviewed recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02128","actor":"rep_37","timestamp":"2026-02-10T05:17:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02128","object":"record:crm_02128:02","content":"ad hoc resolution 02128 recorded for Meridian Logistics","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02128\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":149,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02128\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02128","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02128\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02128","actor":"rep_37","timestamp":"2026-02-10T05:24:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02128:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_02128)","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02128\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":281,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02128\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02129","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-13T09:18:00.000Z","closed_at":"2026-01-13T09:39:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($364k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02129"],"decision_points":["ad_hoc_resolution_02129"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02129","actor":"rep_20","timestamp":"2026-01-13T09:18:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02129:00","content":"Operational trigger received from salesforce for Apex Retail Group ($364k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":203,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$364k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02129","actor":"rep_20","timestamp":"2026-01-13T09:25:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02129:01","content":"document reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":257,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02129","actor":"rep_20","timestamp":"2026-01-13T09:32:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02129","object":"record:crm_02129:02","content":"ad hoc resolution 02129 recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02129\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":127,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02129\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02129","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02129\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02129","actor":"rep_20","timestamp":"2026-01-13T09:39:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02129:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02129)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02129\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":220,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02129\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02130","actor":"rep_06","actor_name":"Marcus Vance","company":"Nexus AI","opened_at":"2026-02-16T18:29:00.000Z","closed_at":"2026-02-16T18:50:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from slack for Nexus AI ($296k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02130"],"decision_points":["ad_hoc_resolution_02130"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02130","actor":"rep_06","timestamp":"2026-02-16T18:29:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02130:00","content":"Operational trigger received from slack for Nexus AI ($296k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":192,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Nexus AI\",\"deal_size\":\"$296k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02130","actor":"rep_06","timestamp":"2026-02-16T18:36:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02130:01","content":"record reviewed recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02130","actor":"rep_06","timestamp":"2026-02-16T18:43:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02130","object":"record:crm_02130:02","content":"ad hoc resolution 02130 recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02130\", entity=\"Nexus AI\")","http_status":200,"latency_ms":263,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02130\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02130","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02130\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02130","actor":"rep_06","timestamp":"2026-02-16T18:50:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02130:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02130)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02130\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":65,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02130\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02131","actor":"rep_14","actor_name":"Rachel Adams","company":"Meridian Logistics","opened_at":"2026-02-21T02:11:00.000Z","closed_at":"2026-02-21T02:32:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($270k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02131"],"decision_points":["ad_hoc_resolution_02131"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02131","actor":"rep_14","timestamp":"2026-02-21T02:11:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02131:00","content":"Operational trigger received from hubspot for Meridian Logistics ($270k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":159,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$270k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_02131","actor":"rep_14","timestamp":"2026-02-21T02:18:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02131:01","content":"message reviewed recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02131","actor":"rep_14","timestamp":"2026-02-21T02:25:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02131","object":"record:crm_02131:02","content":"ad hoc resolution 02131 recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02131\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02131\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02131","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02131\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02131","actor":"rep_14","timestamp":"2026-02-21T02:32:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02131:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_02131)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02131\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":283,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02131\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02132","actor":"rep_01","actor_name":"Sarah Chen","company":"CloudScale Data","opened_at":"2026-03-04T14:29:00.000Z","closed_at":"2026-03-04T14:50:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($326k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02132"],"decision_points":["ad_hoc_resolution_02132"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02132","actor":"rep_01","timestamp":"2026-03-04T14:29:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02132:00","content":"Operational trigger received from gmail for CloudScale Data ($326k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":65,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$326k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02132","actor":"rep_01","timestamp":"2026-03-04T14:36:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_02132:01","content":"document reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":233,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02132","actor":"rep_01","timestamp":"2026-03-04T14:43:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02132","object":"record:crm_02132:02","content":"ad hoc resolution 02132 recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02132\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02132\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02132","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02132\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02132","actor":"rep_01","timestamp":"2026-03-04T14:50:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02132:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02132)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02132\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":222,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02132\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02133","actor":"rep_19","actor_name":"James Wilson","company":"NovaBio Labs","opened_at":"2026-02-04T05:46:00.000Z","closed_at":"2026-02-04T06:07:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($295k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02133"],"decision_points":["ad_hoc_resolution_02133"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02133","actor":"rep_19","timestamp":"2026-02-04T05:46:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02133:00","content":"Operational trigger received from salesforce for NovaBio Labs ($295k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":209,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$295k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02133","actor":"rep_19","timestamp":"2026-02-04T05:53:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02133:01","content":"message reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":126,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02133","actor":"rep_19","timestamp":"2026-02-04T06:00:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02133","object":"record:crm_02133:02","content":"ad hoc resolution 02133 recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02133\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":226,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02133\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02133","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02133\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02133","actor":"rep_19","timestamp":"2026-02-04T06:07:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02133:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02133)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02133\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":179,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02133\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02134","actor":"rep_14","actor_name":"Rachel Adams","company":"Vanguard Financial","opened_at":"2026-03-18T09:59:00.000Z","closed_at":"2026-03-18T10:20:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from gmail for Vanguard Financial ($170k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02134"],"decision_points":["ad_hoc_resolution_02134"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02134","actor":"rep_14","timestamp":"2026-03-18T09:59:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02134:00","content":"Operational trigger received from gmail for Vanguard Financial ($170k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":158,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$170k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_02134","actor":"rep_14","timestamp":"2026-03-18T10:06:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02134:01","content":"message reviewed recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_02134","actor":"rep_14","timestamp":"2026-03-18T10:13:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02134","object":"record:crm_02134:02","content":"ad hoc resolution 02134 recorded for Vanguard Financial","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02134\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":159,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02134\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02134","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02134\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_02134","actor":"rep_14","timestamp":"2026-03-18T10:20:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02134:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_02134)","tool":"gmail","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02134\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":274,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02134\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02135","actor":"rep_14","actor_name":"Rachel Adams","company":"Nexus AI","opened_at":"2026-02-26T01:36:00.000Z","closed_at":"2026-02-26T01:57:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($58k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02135"],"decision_points":["ad_hoc_resolution_02135"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02135","actor":"rep_14","timestamp":"2026-02-26T01:36:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02135:00","content":"Operational trigger received from hubspot for Nexus AI ($58k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":53,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$58k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02135","actor":"rep_14","timestamp":"2026-02-26T01:43:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02135:01","content":"document reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":71,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02135","actor":"rep_14","timestamp":"2026-02-26T01:50:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02135","object":"record:crm_02135:02","content":"ad hoc resolution 02135 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02135\", entity=\"Nexus AI\")","http_status":200,"latency_ms":136,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02135\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02135","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02135\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02135","actor":"rep_14","timestamp":"2026-02-26T01:57:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02135:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02135)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02135\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":254,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02135\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02136","actor":"rep_37","actor_name":"Sophia Zhang","company":"NovaBio Labs","opened_at":"2026-03-15T00:53:00.000Z","closed_at":"2026-03-15T01:14:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from gmail for NovaBio Labs ($244k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02136"],"decision_points":["ad_hoc_resolution_02136"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02136","actor":"rep_37","timestamp":"2026-03-15T00:53:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02136:00","content":"Operational trigger received from gmail for NovaBio Labs ($244k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$244k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02136","actor":"rep_37","timestamp":"2026-03-15T01:00:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02136:01","content":"record reviewed recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":86,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02136","actor":"rep_37","timestamp":"2026-03-15T01:07:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02136","object":"record:crm_02136:02","content":"ad hoc resolution 02136 recorded for NovaBio Labs","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02136\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":185,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02136\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02136","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02136\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02136","actor":"rep_37","timestamp":"2026-03-15T01:14:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02136:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02136)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02136\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":205,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02136\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02137","actor":"rep_06","actor_name":"Marcus Vance","company":"OmniChannel Inc","opened_at":"2026-01-16T16:04:00.000Z","closed_at":"2026-01-16T16:25:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from hubspot for OmniChannel Inc ($302k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02137"],"decision_points":["ad_hoc_resolution_02137"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02137","actor":"rep_06","timestamp":"2026-01-16T16:04:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02137:00","content":"Operational trigger received from hubspot for OmniChannel Inc ($302k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":104,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$302k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02137","actor":"rep_06","timestamp":"2026-01-16T16:11:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02137:01","content":"message reviewed recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02137","actor":"rep_06","timestamp":"2026-01-16T16:18:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02137","object":"record:crm_02137:02","content":"ad hoc resolution 02137 recorded for OmniChannel Inc","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02137\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02137\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02137","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02137\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02137","actor":"rep_06","timestamp":"2026-01-16T16:25:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02137:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02137)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02137\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":184,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02137\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02138","actor":"rep_37","actor_name":"Sophia Zhang","company":"Sentinel Networks","opened_at":"2026-03-06T22:03:00.000Z","closed_at":"2026-03-06T22:24:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from hubspot for Sentinel Networks ($239k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02138"],"decision_points":["ad_hoc_resolution_02138"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02138","actor":"rep_37","timestamp":"2026-03-06T22:03:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02138:00","content":"Operational trigger received from hubspot for Sentinel Networks ($239k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":56,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$239k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Sentinel Networks","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_02138","actor":"rep_37","timestamp":"2026-03-06T22:10:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02138:01","content":"record reviewed recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":270,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02138","actor":"rep_37","timestamp":"2026-03-06T22:17:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02138","object":"record:crm_02138:02","content":"ad hoc resolution 02138 recorded for Sentinel Networks","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02138\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":243,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02138\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02138","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02138\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02138","actor":"rep_37","timestamp":"2026-03-06T22:24:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02138:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_02138)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02138\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":111,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02138\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02139","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-03-16T09:36:00.000Z","closed_at":"2026-03-16T09:57:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from salesforce for Catalyst Software ($376k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02139"],"decision_points":["ad_hoc_resolution_02139"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02139","actor":"rep_25","timestamp":"2026-03-16T09:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02139:00","content":"Operational trigger received from salesforce for Catalyst Software ($376k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":221,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Catalyst Software\",\"deal_size\":\"$376k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Catalyst Software","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_02139","actor":"rep_25","timestamp":"2026-03-16T09:43:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02139:01","content":"record reviewed recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":223,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02139","actor":"rep_25","timestamp":"2026-03-16T09:50:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02139","object":"record:crm_02139:02","content":"ad hoc resolution 02139 recorded for Catalyst Software","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02139\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":278,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02139\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02139","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02139\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02139","actor":"rep_25","timestamp":"2026-03-16T09:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02139:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_02139)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02139\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":48,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02139\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02140","actor":"rep_09","actor_name":"Elena Rostova","company":"Pinnacle Media","opened_at":"2026-01-09T12:11:00.000Z","closed_at":"2026-01-09T12:32:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($393k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02140"],"decision_points":["ad_hoc_resolution_02140"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02140","actor":"rep_09","timestamp":"2026-01-09T12:11:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02140:00","content":"Operational trigger received from hubspot for Pinnacle Media ($393k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":237,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$393k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02140","actor":"rep_09","timestamp":"2026-01-09T12:18:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02140:01","content":"record reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02140","actor":"rep_09","timestamp":"2026-01-09T12:25:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02140","object":"record:crm_02140:02","content":"ad hoc resolution 02140 recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02140\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":111,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02140\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02140","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02140\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02140","actor":"rep_09","timestamp":"2026-01-09T12:32:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02140:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02140)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02140\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":128,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02140\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02141","actor":"rep_11","actor_name":"David Kim","company":"Nexus AI","opened_at":"2026-02-26T02:09:00.000Z","closed_at":"2026-02-26T02:30:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from gmail for Nexus AI ($350k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02141"],"decision_points":["ad_hoc_resolution_02141"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02141","actor":"rep_11","timestamp":"2026-02-26T02:09:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02141:00","content":"Operational trigger received from gmail for Nexus AI ($350k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":97,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Nexus AI\",\"deal_size\":\"$350k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02141","actor":"rep_11","timestamp":"2026-02-26T02:16:00.000Z","source":"gmail","event_type":"document_reviewed","object":"record:crm_02141:01","content":"document reviewed recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02141","actor":"rep_11","timestamp":"2026-02-26T02:23:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02141","object":"record:crm_02141:02","content":"ad hoc resolution 02141 recorded for Nexus AI","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02141\", entity=\"Nexus AI\")","http_status":200,"latency_ms":163,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02141\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02141","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02141\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02141","actor":"rep_11","timestamp":"2026-02-26T02:30:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02141:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02141)","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02141\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":185,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02141\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02142","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-02-23T13:20:00.000Z","closed_at":"2026-02-23T13:41:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from slack for Pinnacle Media ($332k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02142"],"decision_points":["ad_hoc_resolution_02142"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02142","actor":"rep_14","timestamp":"2026-02-23T13:20:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02142:00","content":"Operational trigger received from slack for Pinnacle Media ($332k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":102,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$332k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02142","actor":"rep_14","timestamp":"2026-02-23T13:27:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02142:01","content":"record reviewed recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":87,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02142","actor":"rep_14","timestamp":"2026-02-23T13:34:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02142","object":"record:crm_02142:02","content":"ad hoc resolution 02142 recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02142\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":47,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02142\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02142","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02142\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02142","actor":"rep_14","timestamp":"2026-02-23T13:41:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02142:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02142)","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02142\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":257,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02142\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02143","actor":"rep_11","actor_name":"David Kim","company":"Vanguard Financial","opened_at":"2026-01-05T19:13:00.000Z","closed_at":"2026-01-05T19:34:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from salesforce for Vanguard Financial ($81k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02143"],"decision_points":["ad_hoc_resolution_02143"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02143","actor":"rep_11","timestamp":"2026-01-05T19:13:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02143:00","content":"Operational trigger received from salesforce for Vanguard Financial ($81k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":169,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$81k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vanguard Financial","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_02143","actor":"rep_11","timestamp":"2026-01-05T19:20:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02143:01","content":"message reviewed recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_02143","actor":"rep_11","timestamp":"2026-01-05T19:27:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02143","object":"record:crm_02143:02","content":"ad hoc resolution 02143 recorded for Vanguard Financial","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02143\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02143\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02143","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02143\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_02143","actor":"rep_11","timestamp":"2026-01-05T19:34:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02143:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_02143)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02143\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":95,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02143\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02144","actor":"rep_11","actor_name":"David Kim","company":"NovaBio Labs","opened_at":"2026-03-18T04:25:00.000Z","closed_at":"2026-03-18T04:46:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from hubspot for NovaBio Labs ($201k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02144"],"decision_points":["ad_hoc_resolution_02144"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02144","actor":"rep_11","timestamp":"2026-03-18T04:25:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02144:00","content":"Operational trigger received from hubspot for NovaBio Labs ($201k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":191,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$201k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"NovaBio Labs","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02144","actor":"rep_11","timestamp":"2026-03-18T04:32:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02144:01","content":"message reviewed recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02144","actor":"rep_11","timestamp":"2026-03-18T04:39:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02144","object":"record:crm_02144:02","content":"ad hoc resolution 02144 recorded for NovaBio Labs","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02144\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":203,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02144\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02144","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02144\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02144","actor":"rep_11","timestamp":"2026-03-18T04:46:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02144:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02144)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02144\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":276,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02144\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02145","actor":"rep_11","actor_name":"David Kim","company":"Apex Retail Group","opened_at":"2026-01-09T11:43:00.000Z","closed_at":"2026-01-09T12:04:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from hubspot for Apex Retail Group ($94k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02145"],"decision_points":["ad_hoc_resolution_02145"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02145","actor":"rep_11","timestamp":"2026-01-09T11:43:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02145:00","content":"Operational trigger received from hubspot for Apex Retail Group ($94k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":187,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$94k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02145","actor":"rep_11","timestamp":"2026-01-09T11:50:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02145:01","content":"record reviewed recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":249,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02145","actor":"rep_11","timestamp":"2026-01-09T11:57:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02145","object":"record:crm_02145:02","content":"ad hoc resolution 02145 recorded for Apex Retail Group","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02145\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":54,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02145\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02145","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02145\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02145","actor":"rep_11","timestamp":"2026-01-09T12:04:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02145:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02145)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02145\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":276,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02145\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02146","actor":"rep_11","actor_name":"David Kim","company":"Apex Retail Group","opened_at":"2026-02-20T01:19:00.000Z","closed_at":"2026-02-20T01:40:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from slack for Apex Retail Group ($256k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02146"],"decision_points":["ad_hoc_resolution_02146"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02146","actor":"rep_11","timestamp":"2026-02-20T01:19:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02146:00","content":"Operational trigger received from slack for Apex Retail Group ($256k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":145,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$256k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02146","actor":"rep_11","timestamp":"2026-02-20T01:26:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02146:01","content":"document reviewed recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":68,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02146","actor":"rep_11","timestamp":"2026-02-20T01:33:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02146","object":"record:crm_02146:02","content":"ad hoc resolution 02146 recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02146\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02146\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02146","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02146\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02146","actor":"rep_11","timestamp":"2026-02-20T01:40:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02146:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02146)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02146\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":197,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02146\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02147","actor":"rep_20","actor_name":"Maya Patel","company":"Apex Retail Group","opened_at":"2026-01-24T01:18:00.000Z","closed_at":"2026-01-24T01:39:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from gmail for Apex Retail Group ($148k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02147"],"decision_points":["ad_hoc_resolution_02147"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02147","actor":"rep_20","timestamp":"2026-01-24T01:18:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02147:00","content":"Operational trigger received from gmail for Apex Retail Group ($148k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":74,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$148k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02147","actor":"rep_20","timestamp":"2026-01-24T01:25:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02147:01","content":"record reviewed recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":82,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02147","actor":"rep_20","timestamp":"2026-01-24T01:32:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02147","object":"record:crm_02147:02","content":"ad hoc resolution 02147 recorded for Apex Retail Group","tool":"gmail","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02147\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":162,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02147\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02147","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02147\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02147","actor":"rep_20","timestamp":"2026-01-24T01:39:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02147:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02147)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02147\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":125,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02147\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02148","actor":"rep_32","actor_name":"Liam O'Connor","company":"Pinnacle Media","opened_at":"2026-01-13T18:44:00.000Z","closed_at":"2026-01-13T19:05:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($204k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02148"],"decision_points":["ad_hoc_resolution_02148"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02148","actor":"rep_32","timestamp":"2026-01-13T18:44:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02148:00","content":"Operational trigger received from hubspot for Pinnacle Media ($204k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":108,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$204k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02148","actor":"rep_32","timestamp":"2026-01-13T18:51:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02148:01","content":"message reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02148","actor":"rep_32","timestamp":"2026-01-13T18:58:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02148","object":"record:crm_02148:02","content":"ad hoc resolution 02148 recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02148\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":173,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02148\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02148","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02148\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02148","actor":"rep_32","timestamp":"2026-01-13T19:05:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02148:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02148)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02148\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":282,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02148\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02149","actor":"rep_09","actor_name":"Elena Rostova","company":"Vertex Cyber","opened_at":"2026-01-20T22:36:00.000Z","closed_at":"2026-01-20T22:57:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from salesforce for Vertex Cyber ($440k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02149"],"decision_points":["ad_hoc_resolution_02149"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02149","actor":"rep_09","timestamp":"2026-01-20T22:36:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02149:00","content":"Operational trigger received from salesforce for Vertex Cyber ($440k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":104,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$440k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02149","actor":"rep_09","timestamp":"2026-01-20T22:43:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02149:01","content":"message reviewed recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":129,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02149","actor":"rep_09","timestamp":"2026-01-20T22:50:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02149","object":"record:crm_02149:02","content":"ad hoc resolution 02149 recorded for Vertex Cyber","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02149\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":70,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02149\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02149","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02149\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02149","actor":"rep_09","timestamp":"2026-01-20T22:57:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02149:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02149)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02149\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":49,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02149\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02150","actor":"rep_14","actor_name":"Rachel Adams","company":"Stripe Technologies","opened_at":"2026-01-20T00:06:00.000Z","closed_at":"2026-01-20T00:27:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from salesforce for Stripe Technologies ($247k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02150"],"decision_points":["ad_hoc_resolution_02150"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02150","actor":"rep_14","timestamp":"2026-01-20T00:06:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02150:00","content":"Operational trigger received from salesforce for Stripe Technologies ($247k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":169,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$247k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_02150","actor":"rep_14","timestamp":"2026-01-20T00:13:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02150:01","content":"message reviewed recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":237,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02150","actor":"rep_14","timestamp":"2026-01-20T00:20:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02150","object":"record:crm_02150:02","content":"ad hoc resolution 02150 recorded for Stripe Technologies","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02150\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":143,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02150\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02150","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02150\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02150","actor":"rep_14","timestamp":"2026-01-20T00:27:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02150:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_02150)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02150\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":228,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02150\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02151","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-01-06T09:21:00.000Z","closed_at":"2026-01-06T09:42:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from hubspot for CloudScale Data ($72k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02151"],"decision_points":["ad_hoc_resolution_02151"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02151","actor":"rep_14","timestamp":"2026-01-06T09:21:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02151:00","content":"Operational trigger received from hubspot for CloudScale Data ($72k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":211,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"CloudScale Data\",\"deal_size\":\"$72k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"CloudScale Data","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02151","actor":"rep_14","timestamp":"2026-01-06T09:28:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02151:01","content":"message reviewed recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":130,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02151","actor":"rep_14","timestamp":"2026-01-06T09:35:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02151","object":"record:crm_02151:02","content":"ad hoc resolution 02151 recorded for CloudScale Data","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02151\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":106,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02151\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02151","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02151\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02151","actor":"rep_14","timestamp":"2026-01-06T09:42:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02151:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02151)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02151\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":260,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02151\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02152","actor":"rep_11","actor_name":"David Kim","company":"Nexus AI","opened_at":"2026-03-04T01:52:00.000Z","closed_at":"2026-03-04T02:13:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($269k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02152"],"decision_points":["ad_hoc_resolution_02152"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02152","actor":"rep_11","timestamp":"2026-03-04T01:52:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02152:00","content":"Operational trigger received from hubspot for Nexus AI ($269k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":176,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$269k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02152","actor":"rep_11","timestamp":"2026-03-04T01:59:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02152:01","content":"record reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":283,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02152","actor":"rep_11","timestamp":"2026-03-04T02:06:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02152","object":"record:crm_02152:02","content":"ad hoc resolution 02152 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02152\", entity=\"Nexus AI\")","http_status":200,"latency_ms":261,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02152\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02152","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02152\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02152","actor":"rep_11","timestamp":"2026-03-04T02:13:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02152:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02152)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02152\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":187,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02152\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02153","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-02-14T10:32:00.000Z","closed_at":"2026-02-14T10:53:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($216k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02153"],"decision_points":["ad_hoc_resolution_02153"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02153","actor":"rep_32","timestamp":"2026-02-14T10:32:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02153:00","content":"Operational trigger received from hubspot for Nexus AI ($216k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":155,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$216k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02153","actor":"rep_32","timestamp":"2026-02-14T10:39:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02153:01","content":"message reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":264,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02153","actor":"rep_32","timestamp":"2026-02-14T10:46:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02153","object":"record:crm_02153:02","content":"ad hoc resolution 02153 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02153\", entity=\"Nexus AI\")","http_status":200,"latency_ms":131,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02153\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02153","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02153\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02153","actor":"rep_32","timestamp":"2026-02-14T10:53:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02153:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02153)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02153\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":55,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02153\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02154","actor":"rep_11","actor_name":"David Kim","company":"CloudScale Data","opened_at":"2026-03-19T05:33:00.000Z","closed_at":"2026-03-19T05:54:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($166k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02154"],"decision_points":["ad_hoc_resolution_02154"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02154","actor":"rep_11","timestamp":"2026-03-19T05:33:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02154:00","content":"Operational trigger received from salesforce for CloudScale Data ($166k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":144,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$166k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02154","actor":"rep_11","timestamp":"2026-03-19T05:40:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02154:01","content":"record reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":170,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02154","actor":"rep_11","timestamp":"2026-03-19T05:47:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02154","object":"record:crm_02154:02","content":"ad hoc resolution 02154 recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02154\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02154\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02154","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02154\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02154","actor":"rep_11","timestamp":"2026-03-19T05:54:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02154:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02154)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02154\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":176,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02154\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02155","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vertex Cyber","opened_at":"2026-02-10T16:43:00.000Z","closed_at":"2026-02-10T17:04:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from slack for Vertex Cyber ($232k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02155"],"decision_points":["ad_hoc_resolution_02155"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02155","actor":"rep_32","timestamp":"2026-02-10T16:43:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02155:00","content":"Operational trigger received from slack for Vertex Cyber ($232k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":277,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$232k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Vertex Cyber","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02155","actor":"rep_32","timestamp":"2026-02-10T16:50:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02155:01","content":"document reviewed recorded for Vertex Cyber","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02155","actor":"rep_32","timestamp":"2026-02-10T16:57:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02155","object":"record:crm_02155:02","content":"ad hoc resolution 02155 recorded for Vertex Cyber","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02155\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":161,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02155\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02155","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02155\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02155","actor":"rep_32","timestamp":"2026-02-10T17:04:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02155:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02155)","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02155\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":138,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02155\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02156","actor":"rep_25","actor_name":"Carlos Mendez","company":"FinTech Global","opened_at":"2026-03-29T13:50:00.000Z","closed_at":"2026-03-29T14:11:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($174k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02156"],"decision_points":["ad_hoc_resolution_02156"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02156","actor":"rep_25","timestamp":"2026-03-29T13:50:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02156:00","content":"Operational trigger received from gmail for FinTech Global ($174k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":74,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$174k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02156","actor":"rep_25","timestamp":"2026-03-29T13:57:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02156:01","content":"message reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":182,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02156","actor":"rep_25","timestamp":"2026-03-29T14:04:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02156","object":"record:crm_02156:02","content":"ad hoc resolution 02156 recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02156\", entity=\"FinTech Global\")","http_status":200,"latency_ms":209,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02156\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02156","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02156\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02156","actor":"rep_25","timestamp":"2026-03-29T14:11:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02156:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02156)","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02156\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":246,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02156\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02157","actor":"rep_01","actor_name":"Sarah Chen","company":"Catalyst Software","opened_at":"2026-02-16T07:23:00.000Z","closed_at":"2026-02-16T07:44:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from hubspot for Catalyst Software ($221k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02157"],"decision_points":["ad_hoc_resolution_02157"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02157","actor":"rep_01","timestamp":"2026-02-16T07:23:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02157:00","content":"Operational trigger received from hubspot for Catalyst Software ($221k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":149,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Catalyst Software\",\"deal_size\":\"$221k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_02157","actor":"rep_01","timestamp":"2026-02-16T07:30:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02157:01","content":"message reviewed recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":260,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02157","actor":"rep_01","timestamp":"2026-02-16T07:37:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02157","object":"record:crm_02157:02","content":"ad hoc resolution 02157 recorded for Catalyst Software","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02157\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":235,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02157\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02157","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02157\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02157","actor":"rep_01","timestamp":"2026-02-16T07:44:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02157:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_02157)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02157\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":162,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02157\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02158","actor":"rep_14","actor_name":"Rachel Adams","company":"Nexus AI","opened_at":"2026-02-24T05:41:00.000Z","closed_at":"2026-02-24T06:02:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($265k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02158"],"decision_points":["ad_hoc_resolution_02158"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02158","actor":"rep_14","timestamp":"2026-02-24T05:41:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02158:00","content":"Operational trigger received from hubspot for Nexus AI ($265k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":229,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$265k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02158","actor":"rep_14","timestamp":"2026-02-24T05:48:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02158:01","content":"message reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":256,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02158","actor":"rep_14","timestamp":"2026-02-24T05:55:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02158","object":"record:crm_02158:02","content":"ad hoc resolution 02158 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02158\", entity=\"Nexus AI\")","http_status":200,"latency_ms":242,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02158\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02158","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02158\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02158","actor":"rep_14","timestamp":"2026-02-24T06:02:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02158:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02158)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02158\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":46,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02158\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02159","actor":"rep_19","actor_name":"James Wilson","company":"Apex Retail Group","opened_at":"2026-03-23T09:04:00.000Z","closed_at":"2026-03-23T09:25:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from salesforce for Apex Retail Group ($413k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02159"],"decision_points":["ad_hoc_resolution_02159"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02159","actor":"rep_19","timestamp":"2026-03-23T09:04:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02159:00","content":"Operational trigger received from salesforce for Apex Retail Group ($413k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":168,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$413k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Apex Retail Group","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02159","actor":"rep_19","timestamp":"2026-03-23T09:11:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02159:01","content":"message reviewed recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":147,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02159","actor":"rep_19","timestamp":"2026-03-23T09:18:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02159","object":"record:crm_02159:02","content":"ad hoc resolution 02159 recorded for Apex Retail Group","tool":"salesforce","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02159\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":113,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02159\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02159","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02159\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02159","actor":"rep_19","timestamp":"2026-03-23T09:25:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02159:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02159)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02159\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":84,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02159\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02160","actor":"rep_32","actor_name":"Liam O'Connor","company":"Nexus AI","opened_at":"2026-03-07T23:42:00.000Z","closed_at":"2026-03-08T00:03:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from slack for Nexus AI ($121k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02160"],"decision_points":["ad_hoc_resolution_02160"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02160","actor":"rep_32","timestamp":"2026-03-07T23:42:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02160:00","content":"Operational trigger received from slack for Nexus AI ($121k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":112,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Nexus AI\",\"deal_size\":\"$121k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Nexus AI","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02160","actor":"rep_32","timestamp":"2026-03-07T23:49:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_02160:01","content":"message reviewed recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":172,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02160","actor":"rep_32","timestamp":"2026-03-07T23:56:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02160","object":"record:crm_02160:02","content":"ad hoc resolution 02160 recorded for Nexus AI","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02160\", entity=\"Nexus AI\")","http_status":200,"latency_ms":206,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02160\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02160","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02160\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02160","actor":"rep_32","timestamp":"2026-03-08T00:03:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02160:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02160)","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02160\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":255,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02160\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02161","actor":"rep_01","actor_name":"Sarah Chen","company":"Vertex Cyber","opened_at":"2026-01-23T05:05:00.000Z","closed_at":"2026-01-23T05:26:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vertex Cyber","starting_state":"Operational trigger received from hubspot for Vertex Cyber ($295k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02161"],"decision_points":["ad_hoc_resolution_02161"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02161","actor":"rep_01","timestamp":"2026-01-23T05:05:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02161:00","content":"Operational trigger received from hubspot for Vertex Cyber ($295k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)","http_status":200,"latency_ms":69,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vertex Cyber\",\"deal_size\":\"$295k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vertex Cyber","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vertex Cyber","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vertex Cyber\", payload_bytes=1420)"}},{"episode_id":"crm_02161","actor":"rep_01","timestamp":"2026-01-23T05:12:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02161:01","content":"record reviewed recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02161","actor":"rep_01","timestamp":"2026-01-23T05:19:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02161","object":"record:crm_02161:02","content":"ad hoc resolution 02161 recorded for Vertex Cyber","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02161\", entity=\"Vertex Cyber\")","http_status":200,"latency_ms":225,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02161\",\"company\":\"Vertex Cyber\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02161","company":"Vertex Cyber"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vertex Cyber","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02161\", entity=\"Vertex Cyber\")"}},{"episode_id":"crm_02161","actor":"rep_01","timestamp":"2026-01-23T05:26:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02161:03","content":"Workflow execution cycle finalized and verified for Vertex Cyber (#crm_02161)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02161\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":270,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vertex Cyber","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02161\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02162","actor":"rep_19","actor_name":"James Wilson","company":"FinTech Global","opened_at":"2026-03-19T04:51:00.000Z","closed_at":"2026-03-19T05:12:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from gmail for FinTech Global ($241k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02162"],"decision_points":["ad_hoc_resolution_02162"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02162","actor":"rep_19","timestamp":"2026-03-19T04:51:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02162:00","content":"Operational trigger received from gmail for FinTech Global ($241k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":117,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"FinTech Global\",\"deal_size\":\"$241k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02162","actor":"rep_19","timestamp":"2026-03-19T04:58:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02162:01","content":"message reviewed recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02162","actor":"rep_19","timestamp":"2026-03-19T05:05:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02162","object":"record:crm_02162:02","content":"ad hoc resolution 02162 recorded for FinTech Global","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02162\", entity=\"FinTech Global\")","http_status":200,"latency_ms":94,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02162\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02162","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02162\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02162","actor":"rep_19","timestamp":"2026-03-19T05:12:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02162:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02162)","tool":"gmail","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02162\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":218,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02162\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02163","actor":"rep_37","actor_name":"Sophia Zhang","company":"CloudScale Data","opened_at":"2026-03-10T15:12:00.000Z","closed_at":"2026-03-10T15:33:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from gmail for CloudScale Data ($90k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02163"],"decision_points":["ad_hoc_resolution_02163"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02163","actor":"rep_37","timestamp":"2026-03-10T15:12:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02163:00","content":"Operational trigger received from gmail for CloudScale Data ($90k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":226,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"CloudScale Data\",\"deal_size\":\"$90k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02163","actor":"rep_37","timestamp":"2026-03-10T15:19:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02163:01","content":"message reviewed recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":166,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02163","actor":"rep_37","timestamp":"2026-03-10T15:26:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02163","object":"record:crm_02163:02","content":"ad hoc resolution 02163 recorded for CloudScale Data","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02163\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":148,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02163\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02163","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02163\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02163","actor":"rep_37","timestamp":"2026-03-10T15:33:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02163:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02163)","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02163\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":185,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02163\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02164","actor":"rep_09","actor_name":"Elena Rostova","company":"Beacon Energy","opened_at":"2026-01-24T09:21:00.000Z","closed_at":"2026-01-24T09:42:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Beacon Energy","starting_state":"Operational trigger received from salesforce for Beacon Energy ($89k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02164"],"decision_points":["ad_hoc_resolution_02164"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02164","actor":"rep_09","timestamp":"2026-01-24T09:21:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02164:00","content":"Operational trigger received from salesforce for Beacon Energy ($89k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)","http_status":200,"latency_ms":231,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Beacon Energy\",\"deal_size\":\"$89k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Beacon Energy","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Beacon Energy","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Beacon Energy\", payload_bytes=1420)"}},{"episode_id":"crm_02164","actor":"rep_09","timestamp":"2026-01-24T09:28:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02164:01","content":"document reviewed recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":210,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02164","actor":"rep_09","timestamp":"2026-01-24T09:35:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02164","object":"record:crm_02164:02","content":"ad hoc resolution 02164 recorded for Beacon Energy","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02164\", entity=\"Beacon Energy\")","http_status":200,"latency_ms":128,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02164\",\"company\":\"Beacon Energy\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02164","company":"Beacon Energy"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Beacon Energy","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02164\", entity=\"Beacon Energy\")"}},{"episode_id":"crm_02164","actor":"rep_09","timestamp":"2026-01-24T09:42:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02164:03","content":"Workflow execution cycle finalized and verified for Beacon Energy (#crm_02164)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02164\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":130,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Beacon Energy","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02164\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02165","actor":"rep_19","actor_name":"James Wilson","company":"OmniChannel Inc","opened_at":"2026-01-18T08:25:00.000Z","closed_at":"2026-01-18T08:46:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($118k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02165"],"decision_points":["ad_hoc_resolution_02165"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02165","actor":"rep_19","timestamp":"2026-01-18T08:25:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02165:00","content":"Operational trigger received from gmail for OmniChannel Inc ($118k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":119,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$118k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02165","actor":"rep_19","timestamp":"2026-01-18T08:32:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02165:01","content":"message reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.97,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":110,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02165","actor":"rep_19","timestamp":"2026-01-18T08:39:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02165","object":"record:crm_02165:02","content":"ad hoc resolution 02165 recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02165\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":265,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02165\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02165","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02165\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02165","actor":"rep_19","timestamp":"2026-01-18T08:46:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02165:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02165)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02165\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":114,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02165\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02166","actor":"rep_11","actor_name":"David Kim","company":"Pinnacle Media","opened_at":"2026-01-03T22:09:00.000Z","closed_at":"2026-01-03T22:30:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($100k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02166"],"decision_points":["ad_hoc_resolution_02166"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02166","actor":"rep_11","timestamp":"2026-01-03T22:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02166:00","content":"Operational trigger received from hubspot for Pinnacle Media ($100k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":48,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$100k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02166","actor":"rep_11","timestamp":"2026-01-03T22:16:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02166:01","content":"record reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":58,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02166","actor":"rep_11","timestamp":"2026-01-03T22:23:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02166","object":"record:crm_02166:02","content":"ad hoc resolution 02166 recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02166\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":69,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02166\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02166","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02166\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02166","actor":"rep_11","timestamp":"2026-01-03T22:30:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02166:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02166)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02166\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":178,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02166\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02167","actor":"rep_14","actor_name":"Rachel Adams","company":"CloudScale Data","opened_at":"2026-03-29T06:06:00.000Z","closed_at":"2026-03-29T06:27:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from slack for CloudScale Data ($353k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02167"],"decision_points":["ad_hoc_resolution_02167"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02167","actor":"rep_14","timestamp":"2026-03-29T06:06:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02167:00","content":"Operational trigger received from slack for CloudScale Data ($353k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":196,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"CloudScale Data\",\"deal_size\":\"$353k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02167","actor":"rep_14","timestamp":"2026-03-29T06:13:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02167:01","content":"document reviewed recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":95,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02167","actor":"rep_14","timestamp":"2026-03-29T06:20:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02167","object":"record:crm_02167:02","content":"ad hoc resolution 02167 recorded for CloudScale Data","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02167\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":176,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02167\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02167","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02167\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02167","actor":"rep_14","timestamp":"2026-03-29T06:27:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02167:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02167)","tool":"slack","arguments":{"object_type":"record","confidence":0.94,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02167\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":219,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02167\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02168","actor":"rep_37","actor_name":"Sophia Zhang","company":"Meridian Logistics","opened_at":"2026-03-21T05:09:00.000Z","closed_at":"2026-03-21T05:30:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from hubspot for Meridian Logistics ($100k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02168"],"decision_points":["ad_hoc_resolution_02168"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02168","actor":"rep_37","timestamp":"2026-03-21T05:09:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02168:00","content":"Operational trigger received from hubspot for Meridian Logistics ($100k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":224,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$100k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Meridian Logistics","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_02168","actor":"rep_37","timestamp":"2026-03-21T05:16:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02168:01","content":"document reviewed recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02168","actor":"rep_37","timestamp":"2026-03-21T05:23:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02168","object":"record:crm_02168:02","content":"ad hoc resolution 02168 recorded for Meridian Logistics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.99,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02168\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":125,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02168\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02168","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02168\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02168","actor":"rep_37","timestamp":"2026-03-21T05:30:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02168:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_02168)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02168\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":185,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02168\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02169","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-02-23T03:14:00.000Z","closed_at":"2026-02-23T03:35:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from hubspot for Acme Health Systems ($182k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02169"],"decision_points":["ad_hoc_resolution_02169"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02169","actor":"rep_09","timestamp":"2026-02-23T03:14:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02169:00","content":"Operational trigger received from hubspot for Acme Health Systems ($182k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.9,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":80,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$182k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02169","actor":"rep_09","timestamp":"2026-02-23T03:21:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02169:01","content":"document reviewed recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":201,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02169","actor":"rep_09","timestamp":"2026-02-23T03:28:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02169","object":"record:crm_02169:02","content":"ad hoc resolution 02169 recorded for Acme Health Systems","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02169\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":116,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02169\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02169","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02169\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02169","actor":"rep_09","timestamp":"2026-02-23T03:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02169:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02169)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02169\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":201,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02169\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02170","actor":"rep_20","actor_name":"Maya Patel","company":"FinTech Global","opened_at":"2026-01-15T16:30:00.000Z","closed_at":"2026-01-15T16:51:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for FinTech Global","starting_state":"Operational trigger received from hubspot for FinTech Global ($442k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02170"],"decision_points":["ad_hoc_resolution_02170"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02170","actor":"rep_20","timestamp":"2026-01-15T16:30:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02170:00","content":"Operational trigger received from hubspot for FinTech Global ($442k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)","http_status":200,"latency_ms":172,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"FinTech Global\",\"deal_size\":\"$442k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"FinTech Global","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"FinTech Global","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"FinTech Global\", payload_bytes=1420)"}},{"episode_id":"crm_02170","actor":"rep_20","timestamp":"2026-01-15T16:37:00.000Z","source":"hubspot","event_type":"message_reviewed","object":"record:crm_02170:01","content":"message reviewed recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")","http_status":200,"latency_ms":284,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02170","actor":"rep_20","timestamp":"2026-01-15T16:44:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02170","object":"record:crm_02170:02","content":"ad hoc resolution 02170 recorded for FinTech Global","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02170\", entity=\"FinTech Global\")","http_status":200,"latency_ms":145,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02170\",\"company\":\"FinTech Global\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02170","company":"FinTech Global"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"FinTech Global","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02170\", entity=\"FinTech Global\")"}},{"episode_id":"crm_02170","actor":"rep_20","timestamp":"2026-01-15T16:51:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02170:03","content":"Workflow execution cycle finalized and verified for FinTech Global (#crm_02170)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02170\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":282,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"FinTech Global","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02170\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02171","actor":"rep_31","actor_name":"Aisha Taylor","company":"Stripe Technologies","opened_at":"2026-01-30T13:37:00.000Z","closed_at":"2026-01-30T13:58:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Stripe Technologies","starting_state":"Operational trigger received from slack for Stripe Technologies ($248k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02171"],"decision_points":["ad_hoc_resolution_02171"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02171","actor":"rep_31","timestamp":"2026-01-30T13:37:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02171:00","content":"Operational trigger received from slack for Stripe Technologies ($248k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Stripe Technologies\", payload_bytes=1420)","http_status":200,"latency_ms":260,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Stripe Technologies\",\"deal_size\":\"$248k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Stripe Technologies","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Stripe Technologies","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Stripe Technologies\", payload_bytes=1420)"}},{"episode_id":"crm_02171","actor":"rep_31","timestamp":"2026-01-30T13:44:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02171:01","content":"document reviewed recorded for Stripe Technologies","tool":"slack","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":221,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02171","actor":"rep_31","timestamp":"2026-01-30T13:51:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02171","object":"record:crm_02171:02","content":"ad hoc resolution 02171 recorded for Stripe Technologies","tool":"slack","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02171\", entity=\"Stripe Technologies\")","http_status":200,"latency_ms":160,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02171\",\"company\":\"Stripe Technologies\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02171","company":"Stripe Technologies"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Stripe Technologies","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02171\", entity=\"Stripe Technologies\")"}},{"episode_id":"crm_02171","actor":"rep_31","timestamp":"2026-01-30T13:58:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02171:03","content":"Workflow execution cycle finalized and verified for Stripe Technologies (#crm_02171)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02171\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":68,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Stripe Technologies","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02171\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02172","actor":"rep_01","actor_name":"Sarah Chen","company":"OmniChannel Inc","opened_at":"2026-01-25T11:29:00.000Z","closed_at":"2026-01-25T11:50:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for OmniChannel Inc","starting_state":"Operational trigger received from gmail for OmniChannel Inc ($67k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02172"],"decision_points":["ad_hoc_resolution_02172"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02172","actor":"rep_01","timestamp":"2026-01-25T11:29:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02172:00","content":"Operational trigger received from gmail for OmniChannel Inc ($67k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)","http_status":200,"latency_ms":238,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"OmniChannel Inc\",\"deal_size\":\"$67k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"OmniChannel Inc","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"OmniChannel Inc","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"OmniChannel Inc\", payload_bytes=1420)"}},{"episode_id":"crm_02172","actor":"rep_01","timestamp":"2026-01-25T11:36:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02172:01","content":"message reviewed recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":258,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02172","actor":"rep_01","timestamp":"2026-01-25T11:43:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02172","object":"record:crm_02172:02","content":"ad hoc resolution 02172 recorded for OmniChannel Inc","tool":"gmail","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02172\", entity=\"OmniChannel Inc\")","http_status":200,"latency_ms":197,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02172\",\"company\":\"OmniChannel Inc\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02172","company":"OmniChannel Inc"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"OmniChannel Inc","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02172\", entity=\"OmniChannel Inc\")"}},{"episode_id":"crm_02172","actor":"rep_01","timestamp":"2026-01-25T11:50:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02172:03","content":"Workflow execution cycle finalized and verified for OmniChannel Inc (#crm_02172)","tool":"gmail","arguments":{"object_type":"record","confidence":0.85,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02172\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":66,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"OmniChannel Inc","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02172\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02173","actor":"rep_37","actor_name":"Sophia Zhang","company":"Aura Therapeutics","opened_at":"2026-03-09T04:14:00.000Z","closed_at":"2026-03-09T04:35:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Aura Therapeutics","starting_state":"Operational trigger received from hubspot for Aura Therapeutics ($437k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02173"],"decision_points":["ad_hoc_resolution_02173"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02173","actor":"rep_37","timestamp":"2026-03-09T04:14:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02173:00","content":"Operational trigger received from hubspot for Aura Therapeutics ($437k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)","http_status":200,"latency_ms":146,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Aura Therapeutics\",\"deal_size\":\"$437k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Aura Therapeutics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Aura Therapeutics","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Aura Therapeutics\", payload_bytes=1420)"}},{"episode_id":"crm_02173","actor":"rep_37","timestamp":"2026-03-09T04:21:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02173:01","content":"document reviewed recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":133,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02173","actor":"rep_37","timestamp":"2026-03-09T04:28:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02173","object":"record:crm_02173:02","content":"ad hoc resolution 02173 recorded for Aura Therapeutics","tool":"hubspot","arguments":{"object_type":"record","confidence":0.93,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02173\", entity=\"Aura Therapeutics\")","http_status":200,"latency_ms":272,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02173\",\"company\":\"Aura Therapeutics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02173","company":"Aura Therapeutics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Aura Therapeutics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02173\", entity=\"Aura Therapeutics\")"}},{"episode_id":"crm_02173","actor":"rep_37","timestamp":"2026-03-09T04:35:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02173:03","content":"Workflow execution cycle finalized and verified for Aura Therapeutics (#crm_02173)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02173\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":207,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Aura Therapeutics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02173\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02174","actor":"rep_31","actor_name":"Aisha Taylor","company":"Nexus AI","opened_at":"2026-03-24T18:47:00.000Z","closed_at":"2026-03-24T19:08:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Nexus AI","starting_state":"Operational trigger received from hubspot for Nexus AI ($207k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02174"],"decision_points":["ad_hoc_resolution_02174"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02174","actor":"rep_31","timestamp":"2026-03-24T18:47:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02174:00","content":"Operational trigger received from hubspot for Nexus AI ($207k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)","http_status":200,"latency_ms":177,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Nexus AI\",\"deal_size\":\"$207k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Nexus AI","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Nexus AI","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Nexus AI\", payload_bytes=1420)"}},{"episode_id":"crm_02174","actor":"rep_31","timestamp":"2026-03-24T18:54:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02174:01","content":"document reviewed recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")","http_status":200,"latency_ms":124,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02174","actor":"rep_31","timestamp":"2026-03-24T19:01:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02174","object":"record:crm_02174:02","content":"ad hoc resolution 02174 recorded for Nexus AI","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02174\", entity=\"Nexus AI\")","http_status":200,"latency_ms":114,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02174\",\"company\":\"Nexus AI\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02174","company":"Nexus AI"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Nexus AI","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02174\", entity=\"Nexus AI\")"}},{"episode_id":"crm_02174","actor":"rep_31","timestamp":"2026-03-24T19:08:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02174:03","content":"Workflow execution cycle finalized and verified for Nexus AI (#crm_02174)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.95,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02174\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":80,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Nexus AI","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02174\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02175","actor":"rep_01","actor_name":"Sarah Chen","company":"NovaBio Labs","opened_at":"2026-01-14T20:59:00.000Z","closed_at":"2026-01-14T21:20:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for NovaBio Labs","starting_state":"Operational trigger received from salesforce for NovaBio Labs ($165k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02175"],"decision_points":["ad_hoc_resolution_02175"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02175","actor":"rep_01","timestamp":"2026-01-14T20:59:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02175:00","content":"Operational trigger received from salesforce for NovaBio Labs ($165k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)","http_status":200,"latency_ms":247,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"NovaBio Labs\",\"deal_size\":\"$165k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"NovaBio Labs","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"NovaBio Labs","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"NovaBio Labs\", payload_bytes=1420)"}},{"episode_id":"crm_02175","actor":"rep_01","timestamp":"2026-01-14T21:06:00.000Z","source":"salesforce","event_type":"record_reviewed","object":"record:crm_02175:01","content":"record reviewed recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":222,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02175","actor":"rep_01","timestamp":"2026-01-14T21:13:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02175","object":"record:crm_02175:02","content":"ad hoc resolution 02175 recorded for NovaBio Labs","tool":"salesforce","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02175\", entity=\"NovaBio Labs\")","http_status":200,"latency_ms":238,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02175\",\"company\":\"NovaBio Labs\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02175","company":"NovaBio Labs"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"NovaBio Labs","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02175\", entity=\"NovaBio Labs\")"}},{"episode_id":"crm_02175","actor":"rep_01","timestamp":"2026-01-14T21:20:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02175:03","content":"Workflow execution cycle finalized and verified for NovaBio Labs (#crm_02175)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.92,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02175\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":217,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"NovaBio Labs","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02175\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02176","actor":"rep_25","actor_name":"Carlos Mendez","company":"Catalyst Software","opened_at":"2026-02-15T10:35:00.000Z","closed_at":"2026-02-15T10:56:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Catalyst Software","starting_state":"Operational trigger received from gmail for Catalyst Software ($124k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02176"],"decision_points":["ad_hoc_resolution_02176"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02176","actor":"rep_25","timestamp":"2026-02-15T10:35:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02176:00","content":"Operational trigger received from gmail for Catalyst Software ($124k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)","http_status":200,"latency_ms":99,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Catalyst Software\",\"deal_size\":\"$124k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Catalyst Software","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Catalyst Software","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Catalyst Software\", payload_bytes=1420)"}},{"episode_id":"crm_02176","actor":"rep_25","timestamp":"2026-02-15T10:42:00.000Z","source":"gmail","event_type":"message_reviewed","object":"record:crm_02176:01","content":"message reviewed recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":254,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02176","actor":"rep_25","timestamp":"2026-02-15T10:49:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02176","object":"record:crm_02176:02","content":"ad hoc resolution 02176 recorded for Catalyst Software","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02176\", entity=\"Catalyst Software\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02176\",\"company\":\"Catalyst Software\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02176","company":"Catalyst Software"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Catalyst Software","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02176\", entity=\"Catalyst Software\")"}},{"episode_id":"crm_02176","actor":"rep_25","timestamp":"2026-02-15T10:56:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02176:03","content":"Workflow execution cycle finalized and verified for Catalyst Software (#crm_02176)","tool":"gmail","arguments":{"object_type":"record","confidence":0.88,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02176\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":58,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Catalyst Software","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02176\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02177","actor":"rep_25","actor_name":"Carlos Mendez","company":"Sentinel Networks","opened_at":"2026-03-10T05:16:00.000Z","closed_at":"2026-03-10T05:37:00.000Z","source":"gmail","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Sentinel Networks","starting_state":"Operational trigger received from gmail for Sentinel Networks ($95k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02177"],"decision_points":["ad_hoc_resolution_02177"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02177","actor":"rep_25","timestamp":"2026-03-10T05:16:00.000Z","source":"gmail","event_type":"request_received","object":"record:crm_02177:00","content":"Operational trigger received from gmail for Sentinel Networks ($95k ARR)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)","http_status":200,"latency_ms":185,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"gmail\",\"account\":\"Sentinel Networks\",\"deal_size\":\"$95k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"gmail","company":"Sentinel Networks","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Sentinel Networks","tool_call":"webhook.listener.onEvent(source=\"gmail\", entity=\"Sentinel Networks\", payload_bytes=1420)"}},{"episode_id":"crm_02177","actor":"rep_25","timestamp":"2026-03-10T05:23:00.000Z","source":"gmail","event_type":"record_reviewed","object":"record:crm_02177:01","content":"record reviewed recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":271,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02177","actor":"rep_25","timestamp":"2026-03-10T05:30:00.000Z","source":"gmail","event_type":"ad_hoc_resolution_02177","object":"record:crm_02177:02","content":"ad hoc resolution 02177 recorded for Sentinel Networks","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02177\", entity=\"Sentinel Networks\")","http_status":200,"latency_ms":190,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02177\",\"company\":\"Sentinel Networks\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02177","company":"Sentinel Networks"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Sentinel Networks","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02177\", entity=\"Sentinel Networks\")"}},{"episode_id":"crm_02177","actor":"rep_25","timestamp":"2026-03-10T05:37:00.000Z","source":"gmail","event_type":"workflow_completed","object":"record:crm_02177:03","content":"Workflow execution cycle finalized and verified for Sentinel Networks (#crm_02177)","tool":"gmail","arguments":{"object_type":"record","confidence":0.86,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02177\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":195,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Sentinel Networks","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02177\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02178","actor":"rep_20","actor_name":"Maya Patel","company":"CloudScale Data","opened_at":"2026-01-01T23:10:00.000Z","closed_at":"2026-01-01T23:31:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for CloudScale Data","starting_state":"Operational trigger received from salesforce for CloudScale Data ($332k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02178"],"decision_points":["ad_hoc_resolution_02178"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02178","actor":"rep_20","timestamp":"2026-01-01T23:10:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02178:00","content":"Operational trigger received from salesforce for CloudScale Data ($332k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)","http_status":200,"latency_ms":76,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"CloudScale Data\",\"deal_size\":\"$332k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"CloudScale Data","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"CloudScale Data","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"CloudScale Data\", payload_bytes=1420)"}},{"episode_id":"crm_02178","actor":"rep_20","timestamp":"2026-01-01T23:17:00.000Z","source":"salesforce","event_type":"message_reviewed","object":"record:crm_02178:01","content":"message reviewed recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":99,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02178","actor":"rep_20","timestamp":"2026-01-01T23:24:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02178","object":"record:crm_02178:02","content":"ad hoc resolution 02178 recorded for CloudScale Data","tool":"salesforce","arguments":{"object_type":"record","confidence":0.98,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02178\", entity=\"CloudScale Data\")","http_status":200,"latency_ms":236,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02178\",\"company\":\"CloudScale Data\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02178","company":"CloudScale Data"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"CloudScale Data","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02178\", entity=\"CloudScale Data\")"}},{"episode_id":"crm_02178","actor":"rep_20","timestamp":"2026-01-01T23:31:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02178:03","content":"Workflow execution cycle finalized and verified for CloudScale Data (#crm_02178)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.91,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02178\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":186,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"CloudScale Data","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02178\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02179","actor":"rep_09","actor_name":"Elena Rostova","company":"Acme Health Systems","opened_at":"2026-01-16T20:43:00.000Z","closed_at":"2026-01-16T21:04:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Acme Health Systems","starting_state":"Operational trigger received from slack for Acme Health Systems ($455k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02179"],"decision_points":["ad_hoc_resolution_02179"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02179","actor":"rep_09","timestamp":"2026-01-16T20:43:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02179:00","content":"Operational trigger received from slack for Acme Health Systems ($455k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.95,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)","http_status":200,"latency_ms":205,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Acme Health Systems\",\"deal_size\":\"$455k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Acme Health Systems","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Acme Health Systems","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Acme Health Systems\", payload_bytes=1420)"}},{"episode_id":"crm_02179","actor":"rep_09","timestamp":"2026-01-16T20:50:00.000Z","source":"slack","event_type":"record_reviewed","object":"record:crm_02179:01","content":"record reviewed recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.87,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":262,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02179","actor":"rep_09","timestamp":"2026-01-16T20:57:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02179","object":"record:crm_02179:02","content":"ad hoc resolution 02179 recorded for Acme Health Systems","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02179\", entity=\"Acme Health Systems\")","http_status":200,"latency_ms":144,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02179\",\"company\":\"Acme Health Systems\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02179","company":"Acme Health Systems"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Acme Health Systems","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02179\", entity=\"Acme Health Systems\")"}},{"episode_id":"crm_02179","actor":"rep_09","timestamp":"2026-01-16T21:04:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02179:03","content":"Workflow execution cycle finalized and verified for Acme Health Systems (#crm_02179)","tool":"slack","arguments":{"object_type":"record","confidence":0.99,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02179\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":261,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Acme Health Systems","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02179\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02180","actor":"rep_31","actor_name":"Aisha Taylor","company":"Apex Retail Group","opened_at":"2026-03-20T15:51:00.000Z","closed_at":"2026-03-20T16:12:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Apex Retail Group","starting_state":"Operational trigger received from slack for Apex Retail Group ($221k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02180"],"decision_points":["ad_hoc_resolution_02180"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02180","actor":"rep_31","timestamp":"2026-03-20T15:51:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02180:00","content":"Operational trigger received from slack for Apex Retail Group ($221k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.99,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)","http_status":200,"latency_ms":143,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Apex Retail Group\",\"deal_size\":\"$221k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Apex Retail Group","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Apex Retail Group","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Apex Retail Group\", payload_bytes=1420)"}},{"episode_id":"crm_02180","actor":"rep_31","timestamp":"2026-03-20T15:58:00.000Z","source":"slack","event_type":"document_reviewed","object":"record:crm_02180:01","content":"document reviewed recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.91,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":74,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02180","actor":"rep_31","timestamp":"2026-03-20T16:05:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02180","object":"record:crm_02180:02","content":"ad hoc resolution 02180 recorded for Apex Retail Group","tool":"slack","arguments":{"object_type":"record","confidence":0.9,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02180\", entity=\"Apex Retail Group\")","http_status":200,"latency_ms":89,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02180\",\"company\":\"Apex Retail Group\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02180","company":"Apex Retail Group"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Apex Retail Group","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02180\", entity=\"Apex Retail Group\")"}},{"episode_id":"crm_02180","actor":"rep_31","timestamp":"2026-03-20T16:12:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02180:03","content":"Workflow execution cycle finalized and verified for Apex Retail Group (#crm_02180)","tool":"slack","arguments":{"object_type":"record","confidence":0.98,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02180\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":130,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Apex Retail Group","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02180\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02181","actor":"rep_32","actor_name":"Liam O'Connor","company":"Vanguard Financial","opened_at":"2026-02-06T13:49:00.000Z","closed_at":"2026-02-06T14:10:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Vanguard Financial","starting_state":"Operational trigger received from hubspot for Vanguard Financial ($330k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02181"],"decision_points":["ad_hoc_resolution_02181"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02181","actor":"rep_32","timestamp":"2026-02-06T13:49:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02181:00","content":"Operational trigger received from hubspot for Vanguard Financial ($330k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.98,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)","http_status":200,"latency_ms":55,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Vanguard Financial\",\"deal_size\":\"$330k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Vanguard Financial","priority":"high"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Vanguard Financial","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Vanguard Financial\", payload_bytes=1420)"}},{"episode_id":"crm_02181","actor":"rep_32","timestamp":"2026-02-06T13:56:00.000Z","source":"hubspot","event_type":"document_reviewed","object":"record:crm_02181:01","content":"document reviewed recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":202,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_02181","actor":"rep_32","timestamp":"2026-02-06T14:03:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02181","object":"record:crm_02181:02","content":"ad hoc resolution 02181 recorded for Vanguard Financial","tool":"hubspot","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02181\", entity=\"Vanguard Financial\")","http_status":200,"latency_ms":156,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02181\",\"company\":\"Vanguard Financial\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02181","company":"Vanguard Financial"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Vanguard Financial","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02181\", entity=\"Vanguard Financial\")"}},{"episode_id":"crm_02181","actor":"rep_32","timestamp":"2026-02-06T14:10:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02181:03","content":"Workflow execution cycle finalized and verified for Vanguard Financial (#crm_02181)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02181\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":149,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Vanguard Financial","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02181\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02182","actor":"rep_31","actor_name":"Aisha Taylor","company":"Meridian Logistics","opened_at":"2026-02-22T10:14:00.000Z","closed_at":"2026-02-22T10:35:00.000Z","source":"salesforce","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Meridian Logistics","starting_state":"Operational trigger received from salesforce for Meridian Logistics ($434k ARR)","information_consulted":["document_reviewed"],"actions_taken":["document_reviewed","ad_hoc_resolution_02182"],"decision_points":["ad_hoc_resolution_02182"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02182","actor":"rep_31","timestamp":"2026-02-22T10:14:00.000Z","source":"salesforce","event_type":"request_received","object":"record:crm_02182:00","content":"Operational trigger received from salesforce for Meridian Logistics ($434k ARR)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)","http_status":200,"latency_ms":179,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"salesforce\",\"account\":\"Meridian Logistics\",\"deal_size\":\"$434k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"salesforce","company":"Meridian Logistics","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Meridian Logistics","tool_call":"webhook.listener.onEvent(source=\"salesforce\", entity=\"Meridian Logistics\", payload_bytes=1420)"}},{"episode_id":"crm_02182","actor":"rep_31","timestamp":"2026-02-22T10:21:00.000Z","source":"salesforce","event_type":"document_reviewed","object":"record:crm_02182:01","content":"document reviewed recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.88,"tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":50,"raw_payload":"{\"event_type\":\"document_reviewed\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"document_reviewed","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"document_reviewed\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02182","actor":"rep_31","timestamp":"2026-02-22T10:28:00.000Z","source":"salesforce","event_type":"ad_hoc_resolution_02182","object":"record:crm_02182:02","content":"ad hoc resolution 02182 recorded for Meridian Logistics","tool":"salesforce","arguments":{"object_type":"record","confidence":0.94,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02182\", entity=\"Meridian Logistics\")","http_status":200,"latency_ms":239,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02182\",\"company\":\"Meridian Logistics\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02182","company":"Meridian Logistics"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Meridian Logistics","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02182\", entity=\"Meridian Logistics\")"}},{"episode_id":"crm_02182","actor":"rep_31","timestamp":"2026-02-22T10:35:00.000Z","source":"salesforce","event_type":"workflow_completed","object":"record:crm_02182:03","content":"Workflow execution cycle finalized and verified for Meridian Logistics (#crm_02182)","tool":"salesforce","arguments":{"object_type":"record","confidence":0.87,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02182\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":242,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Meridian Logistics","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02182\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02183","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-03-07T03:12:00.000Z","closed_at":"2026-03-07T03:33:00.000Z","source":"hubspot","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from hubspot for Pinnacle Media ($226k ARR)","information_consulted":["record_reviewed"],"actions_taken":["record_reviewed","ad_hoc_resolution_02183"],"decision_points":["ad_hoc_resolution_02183"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02183","actor":"rep_14","timestamp":"2026-03-07T03:12:00.000Z","source":"hubspot","event_type":"request_received","object":"record:crm_02183:00","content":"Operational trigger received from hubspot for Pinnacle Media ($226k ARR)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.94,"tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":201,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"hubspot\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$226k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"hubspot","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"hubspot\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02183","actor":"rep_14","timestamp":"2026-03-07T03:19:00.000Z","source":"hubspot","event_type":"record_reviewed","object":"record:crm_02183:01","content":"record reviewed recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":134,"raw_payload":"{\"event_type\":\"record_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"record_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"record_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02183","actor":"rep_14","timestamp":"2026-03-07T03:26:00.000Z","source":"hubspot","event_type":"ad_hoc_resolution_02183","object":"record:crm_02183:02","content":"ad hoc resolution 02183 recorded for Pinnacle Media","tool":"hubspot","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02183\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":121,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02183\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02183","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02183\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02183","actor":"rep_14","timestamp":"2026-03-07T03:33:00.000Z","source":"hubspot","event_type":"workflow_completed","object":"record:crm_02183:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02183)","tool":"hubspot","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02183\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":71,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02183\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
{"episode_id":"crm_02184","actor":"rep_14","actor_name":"Rachel Adams","company":"Pinnacle Media","opened_at":"2026-03-30T08:33:00.000Z","closed_at":"2026-03-30T08:54:00.000Z","source":"slack","workflow_truth":"unclustered","clusterable":false,"realism_tier":"unclustered_anomaly","realism_badge":"UNCLUSTERED ANOMALY (Outlier)","nuance_diagnosis":{"feasibility":"Human-in-the-Loop Only (Not Automatable)","failure_risk":"High variance ad-hoc request breaks standard automated routing and cannot be safely verified with static rubrics.","technical_gotcha":"Unique action-sequence fingerprint occurring fewer than 25 times; compiling this would generate brittle edge-case software.","recommended_guardrail":"Cluster filter: quarantine one-off anomalies into human triage queue rather than forcing automated models."},"summary":{"goal":"Resolve one-off operational request for Pinnacle Media","starting_state":"Operational trigger received from slack for Pinnacle Media ($164k ARR)","information_consulted":["message_reviewed"],"actions_taken":["message_reviewed","ad_hoc_resolution_02184"],"decision_points":["ad_hoc_resolution_02184"],"constraints":["requires case-specific judgment"],"final_output":"ad_hoc_resolution","observed_outcome":"resolved"},"outcome":{"success":true,"score":1},"events":[{"episode_id":"crm_02184","actor":"rep_14","timestamp":"2026-03-30T08:33:00.000Z","source":"slack","event_type":"request_received","object":"record:crm_02184:00","content":"Operational trigger received from slack for Pinnacle Media ($164k ARR)","tool":"slack","arguments":{"object_type":"record","confidence":0.97,"tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)","http_status":200,"latency_ms":130,"raw_payload":"{\"event\":\"webhook.trigger\",\"source\":\"slack\",\"account\":\"Pinnacle Media\",\"deal_size\":\"$164k ARR\",\"timestamp\":\"iso8601\"}","trigger_source":"slack","company":"Pinnacle Media","priority":"normal"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":0,"company":"Pinnacle Media","tool_call":"webhook.listener.onEvent(source=\"slack\", entity=\"Pinnacle Media\", payload_bytes=1420)"}},{"episode_id":"crm_02184","actor":"rep_14","timestamp":"2026-03-30T08:40:00.000Z","source":"slack","event_type":"message_reviewed","object":"record:crm_02184:01","content":"message reviewed recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.89,"tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":198,"raw_payload":"{\"event_type\":\"message_reviewed\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"message_reviewed","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":1,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"message_reviewed\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02184","actor":"rep_14","timestamp":"2026-03-30T08:47:00.000Z","source":"slack","event_type":"ad_hoc_resolution_02184","object":"record:crm_02184:02","content":"ad hoc resolution 02184 recorded for Pinnacle Media","tool":"slack","arguments":{"object_type":"record","confidence":0.92,"tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02184\", entity=\"Pinnacle Media\")","http_status":200,"latency_ms":274,"raw_payload":"{\"event_type\":\"ad_hoc_resolution_02184\",\"company\":\"Pinnacle Media\",\"status\":\"ok\"}","event_type":"ad_hoc_resolution_02184","company":"Pinnacle Media"},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":2,"company":"Pinnacle Media","tool_call":"system.telemetry.record(event=\"ad_hoc_resolution_02184\", entity=\"Pinnacle Media\")"}},{"episode_id":"crm_02184","actor":"rep_14","timestamp":"2026-03-30T08:54:00.000Z","source":"slack","event_type":"workflow_completed","object":"record:crm_02184:03","content":"Workflow execution cycle finalized and verified for Pinnacle Media (#crm_02184)","tool":"slack","arguments":{"object_type":"record","confidence":0.96,"tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02184\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")","http_status":200,"latency_ms":90,"raw_payload":"{\"audit_logged\":true,\"execution_status\":\"verified_pass\",\"eval_score\":0.97}","status":"completed","audit_logged":true},"result":{"status":"ok"},"metadata":{"synthetic":true,"sequence":3,"company":"Pinnacle Media","tool_call":"proverify.audit.recordExecution(episode_id=\"crm_02184\", verified_status=\"accepted_without_rework\", trace_hash=\"0x9a8f...\")"}}]}
